%PDF-1.4 % 1 0 obj << /S /GoTo /D (section.1) >> endobj 4 0 obj (1 Overview) endobj 5 0 obj << /S /GoTo /D (section.2) >> endobj 8 0 obj (2 Preparing Data) endobj 9 0 obj << /S /GoTo /D (subsection.2.1) >> endobj 12 0 obj (2.1 Data formats used in GWASTools) endobj 13 0 obj << /S /GoTo /D (subsection.2.2) >> endobj 16 0 obj (2.2 Creating the SNP Annotation Data Object) endobj 17 0 obj << /S /GoTo /D (subsection.2.3) >> endobj 20 0 obj (2.3 Creating the Scan Annotation Data Object) endobj 21 0 obj << /S /GoTo /D (subsection.2.4) >> endobj 24 0 obj (2.4 Creating the NetCDF Files) endobj 25 0 obj << /S /GoTo /D (subsection.2.5) >> endobj 28 0 obj (2.5 Combining NetCDF files with SNP and Scan annotation) endobj 29 0 obj << /S /GoTo /D (section.3) >> endobj 32 0 obj (3 Batch Quality Checks) endobj 33 0 obj << /S /GoTo /D (subsection.3.1) >> endobj 36 0 obj (3.1 Calculate Missing Call Rate for Samples and SNPs) endobj 37 0 obj << /S /GoTo /D (subsection.3.2) >> endobj 40 0 obj (3.2 Calculate Missing Call Rates by Batch) endobj 41 0 obj << /S /GoTo /D (subsection.3.3) >> endobj 44 0 obj (3.3 Chi-Square Test of Allelic Frequency Differences in Batches) endobj 45 0 obj << /S /GoTo /D (section.4) >> endobj 48 0 obj (4 Sample Quality Checks) endobj 49 0 obj << /S /GoTo /D (subsection.4.1) >> endobj 52 0 obj (4.1 Sample genotype quality scores) endobj 53 0 obj << /S /GoTo /D (subsection.4.2) >> endobj 56 0 obj (4.2 B Allele Frequency variance analysis) endobj 57 0 obj << /S /GoTo /D (subsection.4.3) >> endobj 60 0 obj (4.3 Missingness and heterozygosity within samples) endobj 61 0 obj << /S /GoTo /D (section.5) >> endobj 64 0 obj (5 Sample Identity Checks) endobj 65 0 obj << /S /GoTo /D (subsection.5.1) >> endobj 68 0 obj (5.1 Mis-annotated Sex Check) endobj 69 0 obj << /S /GoTo /D (subsection.5.2) >> endobj 72 0 obj (5.2 Relatedness and IBD Estimation) endobj 73 0 obj << /S /GoTo /D (subsection.5.3) >> endobj 76 0 obj (5.3 Population Structure) endobj 77 0 obj << /S /GoTo /D (section.6) >> endobj 80 0 obj (6 Case-Control Confounding) endobj 81 0 obj << /S /GoTo /D (subsection.6.1) >> endobj 84 0 obj (6.1 Principal Components Differences) endobj 85 0 obj << /S /GoTo /D (subsection.6.2) >> endobj 88 0 obj (6.2 Missing Call Rate Differences) endobj 89 0 obj << /S /GoTo /D (section.7) >> endobj 92 0 obj (7 Chromosome Anomaly Detection) endobj 93 0 obj << /S /GoTo /D (subsection.7.1) >> endobj 96 0 obj (7.1 B Allele Frequency filtering) endobj 97 0 obj << /S /GoTo /D (subsection.7.2) >> endobj 100 0 obj (7.2 Loss of Heterozygosity) endobj 101 0 obj << /S /GoTo /D (subsection.7.3) >> endobj 104 0 obj (7.3 Statistics) endobj 105 0 obj << /S /GoTo /D (subsection.7.4) >> endobj 108 0 obj (7.4 Identify low quality samples) endobj 109 0 obj << /S /GoTo /D (subsection.7.5) >> endobj 112 0 obj (7.5 Filter anomalies) endobj 113 0 obj << /S /GoTo /D (section.8) >> endobj 116 0 obj (8 SNP Quality Checks) endobj 117 0 obj << /S /GoTo /D (subsection.8.1) >> endobj 120 0 obj (8.1 Duplicate Sample Discordance) endobj 121 0 obj << /S /GoTo /D (subsection.8.2) >> endobj 124 0 obj (8.2 Mendelian Error Checking) endobj 125 0 obj << /S /GoTo /D (subsection.8.3) >> endobj 128 0 obj (8.3 Hardy-Weinberg Equilibrium Testing) endobj 129 0 obj << /S /GoTo /D (section.9) >> endobj 132 0 obj (9 Preliminary Association Tests) endobj 133 0 obj << /S /GoTo /D (subsection.9.1) >> endobj 136 0 obj (9.1 Association Test) endobj 137 0 obj << /S /GoTo /D (subsection.9.2) >> endobj 140 0 obj (9.2 QQ Plots) endobj 141 0 obj << /S /GoTo /D (subsection.9.3) >> endobj 144 0 obj (9.3 ``Manhattan'' Plots of the P-Values) endobj 145 0 obj << /S /GoTo /D (subsection.9.4) >> endobj 148 0 obj (9.4 SNP Cluster Plots) endobj 149 0 obj << /S /GoTo /D (section.10) >> endobj 152 0 obj (10 Acknowledgements) endobj 153 0 obj << /S /GoTo /D [154 0 R /Fit ] >> endobj 183 0 obj << /Length 1555 /Filter /FlateDecode >> stream xZ[WF~WQ>R7Ib<}0F"!3$/9jf5373+"Hֻ}Ŝ)8Kx* N΂OKT=E"I ŤO~{ϓX+Qv$bX0fEAAnHYCK 0Wby8B9ADen++¹SO΍Nɨ&U`\Up |zL"겊>r#l(,g˘,(W@SNP09 32 q".SrjRa^T5xr|qXX'ȄV(5E !1 bJ4!ȔřwåFvIQp />ΗdDn 1:b VM$)4Tk\왹eNzYXN?EZa܋֍0 z:odnp$O!0t]508=<2&ߞas籱u#2M3 F;M.6h8s6lj>R}]gY_ha, X[e¦>>>0I6%yA|r~(=`Sf!tO¤+j3zL8N":/'9PiCĠIe|& #B.M* <[s@@ӿkȇe{&"E3i!k .b;a79GVKW6ja"󖊿8iWk2h ٚԕpgЗ+`>$xIz~_V-LoDnlO\N\d>A6ٵ5ʭg6jx<涌(:A 0ҝ0D`AnXP<sE(y & L_r. Uxt{_;$"E#juJZ5B(|Yq1&c^ɏŲv<-eK9kNIʄx#m=(l pigT~݊\Wo6ODEbIQ=KҺi,4szIROíSnf[O< ]$o$.ʚP~B6U]U<_?&/뺽.|GB;[bf4hm/=X\lFʺ߁]$X \ih;ّ\ endstream endobj 154 0 obj << /Type /Page /Contents 183 0 R /Resources 182 0 R /MediaBox [0 0 612 792] /Parent 192 0 R /Annots [ 155 0 R 156 0 R 157 0 R 158 0 R 159 0 R 160 0 R 161 0 R 162 0 R 163 0 R 164 0 R 165 0 R 166 0 R 167 0 R 168 0 R 169 0 R 170 0 R 171 0 R 172 0 R 173 0 R 174 0 R 175 0 R 176 0 R 177 0 R 178 0 R 179 0 R 180 0 R ] >> endobj 155 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [71.004 511.017 140.85 520.537] /A << /S /GoTo /D (section.1) >> >> endobj 156 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [71.004 484.443 174.624 496.079] /A << /S /GoTo /D (section.2) >> >> endobj 157 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 473.01 277.169 482.573] /A << /S /GoTo /D (subsection.2.1) >> >> endobj 158 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 457.344 320.641 469.024] /A << /S /GoTo /D (subsection.2.2) >> >> endobj 159 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 443.795 321.393 455.475] /A << /S /GoTo /D (subsection.2.3) >> >> endobj 160 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 430.246 244.551 441.926] /A << /S /GoTo /D (subsection.2.4) >> >> endobj 161 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 416.697 384.731 428.376] /A << /S /GoTo /D (subsection.2.5) >> >> endobj 162 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [71.004 392.238 208.944 403.875] /A << /S /GoTo /D (section.3) >> >> endobj 163 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 378.689 358.135 390.369] /A << /S /GoTo /D (subsection.3.1) >> >> endobj 164 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 365.14 299.314 376.82] /A << /S /GoTo /D (subsection.3.2) >> >> endobj 165 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 351.591 398.508 363.271] /A << /S /GoTo /D (subsection.3.3) >> >> endobj 166 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [71.004 327.133 216.547 338.769] /A << /S /GoTo /D (section.4) >> >> endobj 167 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 313.583 263.543 325.263] /A << /S /GoTo /D (subsection.4.1) >> >> endobj 168 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 300.034 288.688 311.714] /A << /S /GoTo /D (subsection.4.2) >> >> endobj 169 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 286.485 337.702 298.165] /A << /S /GoTo /D (subsection.4.3) >> >> endobj 170 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [71.004 262.027 219.558 273.663] /A << /S /GoTo /D (section.5) >> >> endobj 171 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 250.594 236.216 260.157] /A << /S /GoTo /D (subsection.5.1) >> >> endobj 172 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 237.045 271.147 246.608] /A << /S /GoTo /D (subsection.5.2) >> >> endobj 173 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 221.379 214.856 233.059] /A << /S /GoTo /D (subsection.5.3) >> >> endobj 174 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [71.004 196.921 235.223 208.557] /A << /S /GoTo /D (section.6) >> >> endobj 175 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 183.372 275.979 195.051] /A << /S /GoTo /D (subsection.6.1) >> >> endobj 176 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 169.822 255.121 181.502] /A << /S /GoTo /D (subsection.6.2) >> >> endobj 177 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [71.004 145.364 271.747 157] /A << /S /GoTo /D (section.7) >> >> endobj 178 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 131.815 245.565 143.495] /A << /S /GoTo /D (subsection.7.1) >> >> endobj 179 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 118.266 221.697 129.945] /A << /S /GoTo /D (subsection.7.2) >> >> endobj 180 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 106.833 158.141 116.189] /A << /S /GoTo /D (subsection.7.3) >> >> endobj 184 0 obj << /D [154 0 R /XYZ 71 721 null] >> endobj 185 0 obj << /D [154 0 R /XYZ 72 720 null] >> endobj 189 0 obj << /D [154 0 R /XYZ 72 525.683 null] >> endobj 182 0 obj << /Font << /F39 186 0 R /F20 187 0 R /F46 188 0 R /F51 190 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 208 0 obj << /Length 2179 /Filter /FlateDecode >> stream xY[sD~ϯ$ eW[H4 -mJlj[$Ϲ d |9gW& Lpqd6Xc_^}s}t|ng뛠ȂҸdP3 ޅe>?hݺ…۪ݷ<#yF(9) 5^IN_ƿk[9S6Ҵ/6U$P.4QB,㚱D8+W>AF@x7 O<'LOD/٫p%42ɭШc8b1zb ч=E<_Ө†ԋ(J[fGLYM5be/)9WL.5j!J,fH2L% &D?4)+ihbGܖ%c ~T䆎h9&>vue:O҄L^{8ZXvCDU-Ɨ:񺕫Ÿm7Uli`Gew3"Ͼ󃫞=]z-bU# G}$˄gOvU"Yи6~@ub8uimPU2 <Da Ϯt;`T! &R (MbT'%k48cPwފkzoqQkqŋUK] PUT .E*7ZijC:Pa_^s]?{W.}ݧJ*/ = ņp}]B 7{]yQ@ރ6VtBVQITBf;ý:do[B[!2x_%@mK TCƭ{=!6u?C+~-Kmb@B]?hf9*d)Av ̙UQ_7LD(~ {MdRkؖEZsegi0#q7y.=|wT1jN/Jؽuj=Ó*E7ch?JT룏GVBh6I4qxqL4C> endobj 181 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 705.929 248.38 717.608] /A << /S /GoTo /D (subsection.7.4) >> >> endobj 193 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 694.496 191.271 704.059] /A << /S /GoTo /D (subsection.7.5) >> >> endobj 194 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [71.004 667.921 202.191 679.557] /A << /S /GoTo /D (section.8) >> >> endobj 195 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 654.372 259.539 666.052] /A << /S /GoTo /D (subsection.8.1) >> >> endobj 196 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 640.823 240.329 652.502] /A << /S /GoTo /D (subsection.8.2) >> >> endobj 197 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 627.273 291.535 638.953] /A << /S /GoTo /D (subsection.8.3) >> >> endobj 198 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [71.004 602.815 253.801 614.451] /A << /S /GoTo /D (section.9) >> >> endobj 199 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 591.382 193.039 600.738] /A << /S /GoTo /D (subsection.9.1) >> >> endobj 200 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 575.717 159.461 587.396] /A << /S /GoTo /D (subsection.9.2) >> >> endobj 201 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 564.284 280.485 573.847] /A << /S /GoTo /D (subsection.9.3) >> >> endobj 202 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [87.367 550.735 202.388 560.298] /A << /S /GoTo /D (subsection.9.4) >> >> endobj 203 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [71.004 524.16 193.464 535.796] /A << /S /GoTo /D (section.10) >> >> endobj 204 0 obj << /Type /Annot /Border[0 0 0]/H/I/C[0 1 1] /Rect [113.813 437.762 252.146 450.56] /Subtype/Link/A<> >> endobj 205 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [166.239 410.664 172.961 424.411] /A << /S /GoTo /D (Hfootnote.1) >> >> endobj 209 0 obj << /D [207 0 R /XYZ 71 721 null] >> endobj 2 0 obj << /D [207 0 R /XYZ 72 508.739 null] >> endobj 212 0 obj << /D [207 0 R /XYZ 88.575 123.827 null] >> endobj 206 0 obj << /Font << /F15 191 0 R /F51 190 0 R /F46 188 0 R /F21 210 0 R /F22 211 0 R /F60 213 0 R /F74 214 0 R /F76 215 0 R >> /ProcSet [ /PDF /Text ] >> endobj 219 0 obj << /Length 3692 /Filter /FlateDecode >> stream x˒`V-a}a-E*%Zq9` I [sf@+Yvy{&=̒ٛ|}묘,NngI'ݶ";_c~nvEZ+(7 udY\3Ql+uhLC% ;C[懹yt =nuОD&$(IW 7$hm\Ԅǽa?BW*KX)L76Grn=u4eCVts/,7Y`M$"Hr [}l$<@( [D]s&Gԫmn@X-H t2= {^'>\N*=+Op Ű])}Of]5TI .g!ŎaTed 5-"By|XчvIׂ4G: 9Acf.#,s}u ~J(]"x;ny'dvE"\N,z'NMRyEfg!aiROß'keAf1 ZZxznԴs_Qg&W1zb"RQ8ʃSGPO/dfj`qi6 x|g!4rO y ];MPhZ2TGY&*gq2&nj+$C/V>,F6'k CZzzNJ+. t~ ⧐&3y"jRͱQi`.`o/~\jT7r<Q'&ͫi?'&cYdi'UdW]kŝ]TǢжuye&cO*+zDX^ U،gUЧNw^ZCE !`Q: ?b{[QN8)/ k0.6)1_;w.{G2C^#K#JчC2 Vl4Xw-UJQ#ip|* :]X^GYkuc}sL~U4!LV ȣAa BH#{ߨpA\$02]͊NBԍgYY{yQ]('hR@v\TS+ҝ: S IZnEDIQrjÕCEWw(Bqی@8;u&<\^$1#7/f?0}SY//h^s8w~8qqK(SEuntA\pɼVEtCg rvY #o}ѝҺȳޅ)l Kd""@\(l4yOCAh @X؟`}?8zYgXۇh)U*7'VÊ{@vI1:J%Kկ4Lb<" xL`b~m,[^-Yak g6 b8ApuH`kWEf3[qQ;I/⋿q'g>I o>$I5S̰|I&ę)oCTϡd0SfNwR 6_8 (>%6|{߶2.JQ-1Oq&tMG"K0'Ic~Ӑ*q۵a#[I+͝ʴoNFVu=Fxa:nU#B]9x(I12Qܖ13q ոPEv9 }nT٨=HJ[*{uZu#MďSVZ}4^~vi8$fU5fS<˫q ZjBbmLVĹ]ZTRĕ1' ~?SWEўI#0u+LqU={k#'KӸL;W"SiBs-.MdrkEnux?['*gu$ͩ_+9yr]l}3Pa셗E$c\ީ=jH:%S8M dǡ_7Xn%XW&}xU86+F%dƂ.J0K 5,a.٣ Q&,X[1 65.oBxloxǝK!'&7ᠽR棻9,援:=~Aקq? '.׈eN_W,lU%m[uQ,KV 'TP6=I3sKz+^\M4_7ə{ tkǽ0w]x;[exmJiQD5ls(-WM&(/9HkU 7V8S*RuUe$:NI] SoG'y]e#+PRXL:$J oq*T_IREL&n׸)lϺqat'mPJY/!|FC,5eԧנ.FF|SJl6'7̙/p$nHzRwWIfp Z–2ҊUa6d8[rи 2"hYK*韡+~䚄 KQSǖ2dab9k]X+c''kOw%l` AYlm|DSk )/rBX}z. be}:B$0CB|zWRniE#^.:rq;JTb >-ġs'rN>,濿}7Y,[6yՓ)4e )FaNfLNOl j镔N λ>{oZC~C]{c0gԋ<.SsbcB:5ߚ28}|zx w )yӳȋ8)J\N<Fw:'0 8)_Mfι)&6ԣxFr 9SOEMY= T#I"IM߶'yS7F]13':"7'unܺ&YμLBc."3ez#}#1ƛop]<^ niēq&oP_eStۯwva 5u\AGѠܾQ endstream endobj 218 0 obj << /Type /Page /Contents 219 0 R /Resources 217 0 R /MediaBox [0 0 612 792] /Parent 192 0 R /Annots [ 216 0 R 223 0 R ] >> endobj 216 0 obj << /Type /Annot /Border[0 0 0]/H/I/C[0 1 1] /Rect [291.009 484.467 540.996 496.147] /Subtype/Link/A<> >> endobj 223 0 obj << /Type /Annot /Border[0 0 0]/H/I/C[0 1 1] /Rect [71.004 470.307 179.593 483.105] /Subtype/Link/A<> >> endobj 220 0 obj << /D [218 0 R /XYZ 71 721 null] >> endobj 6 0 obj << /D [218 0 R /XYZ 72 720 null] >> endobj 10 0 obj << /D [218 0 R /XYZ 72 695.469 null] >> endobj 14 0 obj << /D [218 0 R /XYZ 72 321.094 null] >> endobj 217 0 obj << /Font << /F46 188 0 R /F15 191 0 R /F90 221 0 R /F92 222 0 R /F84 224 0 R >> /ProcSet [ /PDF /Text ] >> endobj 227 0 obj << /Length 2198 /Filter /FlateDecode >> stream xڵZm6_HhW%)Q Z4mqup ڠPlK뵶7i}9PR]?pE33 %z;{uzs.8g59+l*^׭ݭlY 37NvCho(|&fHxEN_*bGjk9@U=R_]0,qB5"_Tdg'91X ooy˲ZIQ6pB̽|A`+$#k_>o ב(+a,(ܣ0*DN:"{K p{3 ` m]:W5QܙX[W0G+p]l[ CO^3ˋZm=4]*fV6A$}dG!`ZX ߘ6FX4'[GJ=R!-o",˙v(RʈY㞞>$b`:vF)KsnA3:G/.tB) NjC23ӥF9صC6:%RE=mt{)8ʋCt `2!CQy)0dnÏKm߮Qw2~.PIkC)~z/8pUw M Yם+ ;0*nw;1{p߬݌v-c^fǁq:ܹRܢ4@7\[[3;ܮUyrQ.+LTOerXFk7O0f:Ps%8AZ^K9- VE3reho"e^N75Plǁ zی=Ob⭟KgaQ䵪,!2/Zzp[<0a;l;t+lG]dbG 8 wC$tۏ [GXm#txytu%s$,g=jA +b#_q<4G>E[f\68ҭuqy,2;?Lba8aqik~M'y $YdŌ/sūŹno-Ǒo0 uiU\XIZ(N8 pwK8% _UjVn-Im LQQn &4f)RU21LK"'b'D?X,vFYNu LD,Nr1XbƐgOa b۳9g}a*5`QVc\VbSXKslSxV! qN)9jdV X/<B?ZiC*oke Be5Vx}R!v6RiC8is-5s峆4$%>bR`y,vHT)U6ifqΉ bYɀȴ!VϤ!Y .+M4C1>og QӆxT>#0#"u媊#r%#>ۣoKgR * >we!-XC*aIZz呯)l,֐ȴXEB"cc/T<U 2Uk[E9 hkOtn2 _A{D +HF,y8bEL'zJRlM%C=b5I h'+ksEe=IP73ϻ#1&O6pxCRC,1^Fҍ}b ԐXH!PFT5 2H+"SQhX%tI1%R_Rrl Gq ⶻO"upw8BL=y9OBN͗k> 1,D> "IA4TNF5H"<IN-ST?VG  .ql"&v2YQd%oM{w~[2-=#@W~[>Ax!8opޟ@k>P==e)Q'Qݛp$:R6b ռBI-@XH ?N(x.M^׵{|z%Ǜ5 endstream endobj 226 0 obj << /Type /Page /Contents 227 0 R /Resources 225 0 R /MediaBox [0 0 612 792] /Parent 192 0 R >> endobj 228 0 obj << /D [226 0 R /XYZ 71 721 null] >> endobj 225 0 obj << /Font << /F15 191 0 R /F92 222 0 R /F90 221 0 R /F94 229 0 R >> /ProcSet [ /PDF /Text ] >> endobj 232 0 obj << /Length 1414 /Filter /FlateDecode >> stream xXYs6~ׯx@N#3vs֓FjJeu"ɑ] q>`cX|%&^t(~'u1J4,_F2 M5wIɌ' P (+(eҕ\5(e5}s'TGP,۸;*)Zu2v H82Ad7 JMZMf-cZm%~K(VO+vP47߳c: n[W>uը_#=E6 q©@.;(ؿrbxJqh|{\oeQSn$ֺ=OWcxΛK4h5pEj*~U8F}Y#^}V~?\IV_7orU:k{bq!|ʟl0Pq^ݠM.nO50FR!q"9?o<uԕmSm"/Z]Ywr7=CMf>Ayv}+ȝlTKx ! <3fCp[^UvMwH֞U`4'ZB}|r/ڬn#kYvg~W Z`bKDۛ'<7%WcW٘lj'hE $b.<\*m\T1 .(Z}ofu;: hĢqn {1؟Ap/tyAJd 9aE&5Qi0.~"AA [0j= %>|7# 1ޮt#-?,-c +$>acZ"I74>/oSWó.sdKOJ[MrQq]cgDHq8t 6M> endobj 233 0 obj << /D [231 0 R /XYZ 71 721 null] >> endobj 230 0 obj << /Font << /F94 229 0 R /F15 191 0 R /F92 222 0 R /F90 221 0 R >> /ProcSet [ /PDF /Text ] >> endobj 236 0 obj << /Length 1983 /Filter /FlateDecode >> stream xYYo6~ϯX$}YEn-&q qm W9}"E]kE>c8~q$|oD~jr~5I$ r?5~bzVPn3Tg\AuM#{*u,(8=PJ(AC(WPKcPf,lEJ~wNOqj1! ~>L?$f*(o1kYw?b`Qyp+(K~=Qe]s(E܉l 3Dbkϵ=a+68ˀ%r#,)`'?n_9^-mKRy;5UG{i=K*qK)ŊǍ"rM׆6 knӱv1G9"#؏a H5YƳ{IJS5nx7F]fTǠbFT:\^B(?((q͆r_!+ ꇀґ"A[C Ә.*AI 4cC;~'f>!J垍Sq30iHȆb͍R0X.YSj, /Qrc:[S"긮LcwA@ֳv/dir$j"trt-NTqhQ(+lBLʸmL ]$,ep忳TAb \v0;hۛ#N0$JsQ4䁝8N#voNhAuIGe%>ׂO( (cFESvNtxZ? ǖf,}@Xs {K+ >Ԡ/Sv"v^ZJgPK'0i0`Ga~y a&7*B2pq>"8% rEn[] 2 k4dCZBp\,-ӵ`+y_Ѿ a3(At"z=B4dBswP_] $%CHf)IMO#!:抜35L ʻL>.W9:%)SyS47]aŠuM'!_>Mʆi@(~rL*o{ӅVAgR,`epFb#Xӊj{*J[s.P*͍-42b_ X%C`Wp00MC:a:ĨܻPa?kt=wb| tT 801Ɯuzg?"Ncvt#0Y-p}.HNl!{W:e/CBUx2M5qzap+*ȕ㊯4!5X_4fc~ h? "@+ۭ/6u|"| _}9i^"PWq'R^{HM]W= 1^ZKg(yx0b̐12=OE[~8#C߬{*ԽӵnyձOU(<7.sF F~CKYݑw ?Kvjrܾ0>1g"cup1sD"m#<[Mn/5&R K2:ԕ.\* Ji/#,"m0,뎽noرW Ħy`ޡHݲv?}P*_00c,֔ȩ endstream endobj 235 0 obj << /Type /Page /Contents 236 0 R /Resources 234 0 R /MediaBox [0 0 612 792] /Parent 192 0 R >> endobj 237 0 obj << /D [235 0 R /XYZ 71 721 null] >> endobj 18 0 obj << /D [235 0 R /XYZ 72 531.972 null] >> endobj 234 0 obj << /Font << /F94 229 0 R /F92 222 0 R /F46 188 0 R /F15 191 0 R /F84 224 0 R /F90 221 0 R >> /ProcSet [ /PDF /Text ] >> endobj 241 0 obj << /Length 1432 /Filter /FlateDecode >> stream xYo6~_ad}J%Q-X~4֬{H@Ck.(t([.$h\x\;OO~O=?_ O 3-<OZgٟw9 cѰ|NMєsX$r1YNhc~8hA|, . =-7F!F %s#ް%2˿7,IOgB|*ڣhK ߿v&YN.DD[9Ejr҄[H]. \K˱ |kD9z2wJZ96ш H! f賄DЏr`|J9c;"p;ТO zRYhj)sDrlR>~%u[˼m~9>l^@)̫އ10>{%,̶uDw5 |QlMW 9&ptU>kS!}UGVt])VB=G ‘zZ'5MHٓ), i-ksXa #$WP7x|Of} JZt%ТE'rZE=d`1VrU$atPV2u[bQs"/㧀Ѝ~Xc[QvgZRO3Ķ)횿'XQ2RZ1YʡpXn;pyo3Uۦ\_|c1m2C&rY_5hvMI.E~sMrdrX'ŊI7zϾw5\& V%-I{@֝ٿ쇽ԓeNb5k):%DAZ'AMZ.(!Lv/z`9$VsaO|=qg;8lI> endobj 242 0 obj << /D [240 0 R /XYZ 71 721 null] >> endobj 239 0 obj << /Font << /F92 222 0 R /F94 229 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 250 0 obj << /Length 3800 /Filter /FlateDecode >> stream xڝnF_!e$fq-;72L@CK$:?o59"^Uzt0Kgޤͻ[SL4icfwIW:mqa׻m:˒RwV~;[Q)VIi9N6xˬ}2apxؘn~^np$ ]K'(yɣXvJԫy'n Vr=ܳ? 1@vDO>ӂ,L`e23[<)ᚄjO W +Hz-y4u,ESYrѨ1f!l IM4Ų$nE aR l`.g'kpˮ陘(/h&>.½7J [ݷzTSKyro*qbBTY(cPWnCقݱHL8)bm_Ru&Z~/ ԑT?F4I:O^ff qw't?,l6Hp`Ȓ[x2f^#ZzV,noei' J'݆!]Lޕ½Q6=uީPvJ;l)IX i Ff=1DzjgED"LjcgM礹9ݰcHp`N$~ԈLl5 F*dQsk &FE8w?83Fnέ=l%6ykPK2fܲ8<X&SH#NYC\lnG5"4HBL];3S^W`/N3Ӥ$2b g3gNWmN_cAIOI"pGv4b !{u7L*uӎq{x$Gη3]e//;5rIyU>ƧZC58و!}C3;%>*L%|hJa  %? #;ߺTc4Q޴Ȯ IP NlR!`̒놜'*畁L]e\Mi<]`؉Hɑ'H ll`h/a8?=5pvi`*KTfouxzTwv*6Ӷ, 3ႊ݁#ۊ.|]a#eW=suY3%MFKP\zIt q)FvrM]QnH')ʤ +{E*׉"zg!X4H8wMY%?#mBgD0`^r&gi",X0;5"D)+_2&ڀ>.XRؓ 6j_幱Mد)ANo(".C+f93;™sq5"sPQOXz?U<n+uraNQ1D^5C(o e/beů)")qM3+tᩱ~:uy"#磜!܍7Qg$ӈz/'Ra^ԗlRZ TFJ6>aAeXB^|֬FɑGӫ#] 08"oZz.(YMγ̚Fa<乆~N 4pvQWZɵ&Y.W&D'mTVꍯ@s{2@fp?g!x bnMh)[Nc+ƒ;FdR.EjZueI5W9םrpIuE1qXL% 5Ӟ xlz_ްh#9t@;|Ycb_( ؁o\ @Q: ك,{xʙ:gڛo,R\-V,-@+qua'&lEv|Ɔr& aC .nw<y6(os_z})LK 1A6.M̆B%o;))ҏҩEB{AmT{rs>RG녁iݳ!ҡF;!ȑ#?E6TzMA/1:K΍6F!QNg-÷e!Np&"-@h06Zˊ¶X͢֐6_$%.ΔpE"l31yq+ҙ||Twj=N¥hc?7El~ߌ[gKp=y)-MόKH ~ՓB@KrO?ѯv܃8JKgpV/>bEw.Hwl8|ćb17NFlýfm3*e,a'78Hg)YS*8bdW!3Eq'ax\+#dk,3}qÑ}|l,䗆W%w&(} !T7Vg:9pCE~AWX>ssVܽ'IӊpeT<-43W=GFjT~;|}L'4w>jh+|ׂR$QH QȍSՕEQ4uSWqJN|c[e(l_UJx> Ed;8:Lc+^&ߛaү'm: bCltߣH%yŚ|f娟 8*ԮrrkNU~/8OX^?c5T˴9B?HɬΨqZltq`H7vLPubn,IS}2_$E.?:\Jg6ied]MÕ=?0$Z8ԒPhtkz7ʉ<> endobj 238 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [525.073 705.929 540.996 717.608] /A << /S /GoTo /D (subsection.2.2) >> >> endobj 244 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [177.975 629.052 184.698 642.188] /A << /S /GoTo /D (Hfootnote.2) >> >> endobj 246 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [272.669 465.851 288.592 478.648] /A << /S /GoTo /D (subsection.2.3) >> >> endobj 247 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [287.618 411.654 303.541 424.452] /A << /S /GoTo /D (subsection.2.2) >> >> endobj 245 0 obj << /Type /Annot /Border[0 0 0]/H/I/C[0 1 1] /Rect [87.579 105.011 280.139 117.963] /Subtype/Link/A<> >> endobj 251 0 obj << /D [249 0 R /XYZ 71 721 null] >> endobj 22 0 obj << /D [249 0 R /XYZ 72 678.13 null] >> endobj 252 0 obj << /D [249 0 R /XYZ 72 323.234 null] >> endobj 253 0 obj << /D [249 0 R /XYZ 72 151.911 null] >> endobj 254 0 obj << /D [249 0 R /XYZ 88.575 120.254 null] >> endobj 248 0 obj << /Font << /F15 191 0 R /F92 222 0 R /F90 221 0 R /F46 188 0 R /F21 210 0 R /F51 190 0 R /F22 211 0 R /F60 213 0 R >> /ProcSet [ /PDF /Text ] >> endobj 257 0 obj << /Length 2539 /Filter /FlateDecode >> stream xڽZݏ6_a/6.ˈdwM^{iSE@"Pl׈-Yv6ߗɔî͙7C%$"޼xVh9jR$Z$-'M393돳+5UZ Ŵgbv5Oݞl:3J9nmj,A܄[7mw57럩 0ׁn0o 9Je.N 3;=K!UT^5K*ܣLZX}iWiVDɕLEinSv(:9oDznel[%@ܸ`y[TdLtaAN7ļ k8ȤN,KH:k/$ jjz*IRt@MBcbY&t^8҂~dGryaknl(TAj,-3X+Uf!֏.F̝ՁMFVd[ߡC`sMǖ(Ӣlx80kD6?)piD !j_ˌ7G`k\YǨwfd;1vW{vY8 zqfv30k |j!V+٦%QQO-wh)Femïl?$zae ŝAXW;]2в@-&@W*]8`(Rf-첼\-.sx)0X_TX54|Te#S3#pTt2DMcCPݱ!*"B'2sZk`Q鍛LQw6-l@=>[Rz(٫8?ʼ^|.H=;q[LK4MBX Th ^Eqb!%F QA |9Cq?Oaϕ1=%/F8.s|5jNR=Łۈu eeϩH|ݳsbpD.CᐘY\XԪb QhXDT+,d.pHʣ:c\e6;C[hz7E:iGZ q@m"[fzyvP&ܐSP4篪}/JSW7}1RS>) c.ZOnm9g54 FRyUNkqA9~dxӜJN3sˈ H2>k{s8G❟cagn]['@S慼 Yx"ЅOψ9Da/ֲI/[a摦!l Ė~>N t97 G%,MUncv% &ڛ &-tArtǏz=Xiz\KbsQΟ+E>w,Zr !ydÔ.#ɪEޕlM<{4B/K8;St9-/rqڔ)׹|=Yв a<ձOȼ'sl_GL9 PYE^0'>bj[mchl~Tvg  ; Ӓ:sWȕZuԜ8(&obݧtGT  `]T#7_7/ endstream endobj 256 0 obj << /Type /Page /Contents 257 0 R /Resources 255 0 R /MediaBox [0 0 612 792] /Parent 243 0 R >> endobj 258 0 obj << /D [256 0 R /XYZ 71 721 null] >> endobj 255 0 obj << /Font << /F15 191 0 R /F92 222 0 R /F94 229 0 R >> /ProcSet [ /PDF /Text ] >> endobj 261 0 obj << /Length 1079 /Filter /FlateDecode >> stream xYKo0 Wـ%J~aʀ(,RyiMeQA3 Ap,Q$E#)XsX) %a@xaB$Y*OU>HQHgZ>Hq}n0Ly|-ѸQh8(%FmL y]fKdC2'.T\n Cge#ʤTqe9h[&IAhqYoi;-3V|hñܜQ =b(xgܔRd > OVuP82r("S*,PRt#~?_XD#Ncͨl_Co7%jwwjU܎>r?35N"ЕNB(o4_]Ж {}9ͭ/q9i{ K]Z`mQ/uz?hP'kNF@@]/So#kl?-CkN'ՑRHV`#R'nK|(ü_"Ogd4!|L+`ǜ尼JmogB endstream endobj 260 0 obj << /Type /Page /Contents 261 0 R /Resources 259 0 R /MediaBox [0 0 612 792] /Parent 243 0 R >> endobj 262 0 obj << /D [260 0 R /XYZ 71 721 null] >> endobj 259 0 obj << /Font << /F94 229 0 R /F92 222 0 R /F95 263 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 266 0 obj << /Length 1396 /Filter /FlateDecode >> stream xn6=_a&ʋhI6`KC i>(츉-rwHXaHoh>"?OޜlDIRg2R$$U5?8<i7|sNI'I' aL^=iǬ(-Loaz9 ~Fd@@EP!`H gQ!V! I԰*4%t2Mf9<ʝrV8{ ?)-ezZTmYU*@Z1#4I3"( <(,I;:r OO]/ǂqee g=K_`)R8JS< $F{74)qLEFw$ڵ*dIC1Di(-"ĵkV=qpXSGOJW;*ŕTQPEX;N}P!CMQ{GBWIv I+%sA-k'(!) 3 ~HX+VU -6Xo8:,=ǟ"?"~ QɄbX4˄҄ n@Ɣ Ni*T9^bVʌ*Q;R|&W9Gp*W'CqZ>T6=v}09TL?=5\n֤̉k׾#s6 IƇ#|S$ȳ}y|b\='Bw$d!'bb\L7d;&Em=Y'iIlӣ $.G__V_CF¦ΥJjd\y[he1+xDTEoKأQZhKul7+Ql4:<:!tIbl%CmM0c 'I/'s :YQϐFR|27q`them`e2V]ٕrmn|bueRq}*쪠j]VaWf %LsF_jmuP4ZȋoDr-lBL{D`}lW`4fTVEM=oHW9_S,LT~E9>λ[jw endstream endobj 265 0 obj << /Type /Page /Contents 266 0 R /Resources 264 0 R /MediaBox [0 0 612 792] /Parent 243 0 R >> endobj 267 0 obj << /D [265 0 R /XYZ 71 721 null] >> endobj 268 0 obj << /D [265 0 R /XYZ 72 164.441 null] >> endobj 264 0 obj << /Font << /F92 222 0 R /F15 191 0 R /F94 229 0 R /F95 263 0 R /F51 190 0 R >> /ProcSet [ /PDF /Text ] >> endobj 271 0 obj << /Length 721 /Filter /FlateDecode >> stream xڽW[o0~﯈ vl n6mӤAJmA&m~g܏m=]1GgW8 Sro4b, 9m/P"ϩ;#z z$ϧ}"ZDlDK$߾&:{/CPɴV 8 3W1o%s}R5^Jrp71i0Sns3Gqm|dj9Lon2? LV2f\ vnYNnBBd DKKڗhٌǫh Lb˪F~GQ|o{bB*T e245}(=ەl(\iݨ ƢKYdIm1-d1N˔3ǥwW}A$4\/゗HJ]CDʽf~[R%Kxy60䇆5KrtvE?\]f Ghwc$𶰼[$*5)"l5K[ " NxSoun\7yYᱭ)p6p[6ZW붾,\~kocgD$Z"_s0:" U"_e3%lJ(0`gMҖ}WۯyDT5SA׺G f4A\u_}/*XE*/0NҙO_? endstream endobj 270 0 obj << /Type /Page /Contents 271 0 R /Resources 269 0 R /MediaBox [0 0 612 792] /Parent 243 0 R >> endobj 272 0 obj << /D [270 0 R /XYZ 71 721 null] >> endobj 269 0 obj << /Font << /F92 222 0 R /F94 229 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 275 0 obj << /Length 2659 /Filter /FlateDecode >> stream xڽYo}>TB-᥶ I" \DE׻;53Qh`sfF"E߯o_|q Gx.n/䢈Q^}X'}QgV.эh߫o̿k^ƿkIGYm8)Gp= .Bd<\U-;ܤF펡a:, u3^|Hl2kӯ`-&Q5'hAfMDf`to t֖OҐ|tGdD0tXǝ} 7{X]Н@"ȿYx P ۤsw KCBql,Ij(jmoWxjE;z0$3LeނjZZж4HI񉙆% R͛꭬d2*3kv^I;+`LxG'>~M+_LGnALv =?XTK5@&)ĥh>—?5G#{Юwmy8c [:IK') Դf-Ⱥ. ul#;2&nN<*taLfq`F?pT3%z4.Q+f(Nt}!CXP,٬<Bf9ٍzFiOoIy"QLLQf },ЦȲg9Gi.x*|h`f1L^5b=(U#" X%. q:3B Rn,͜1$k2>282.`2@&;^qiTB<)Q֢hX864#s= *Υ^gհ*d}Ȋ\4gɰxcKE ۧo΢9[:BȎFpI#}{zϐʩ%sdeĢctr2BMcSӄ 3ÚTm'.dSW3MGoIb* ^%f:: >dg/&~. ׅzY\an}`Tp]nǗגYަYQP;BP(PQ1MI0KaCGcMG@*(I5' y̐vߎ 3dJ{X:P#fq(Kb7uVw̩v0X߰c!&nև+ {>!ܳĔkTz>&i~0ΫfՆ`bT7{Gv{M);d19&Y/BI%J@txuggz"R-":sJmQbf4^h4,"&5Uf zuYE\JK\up4C~u<}_S *IͲGt+{F|)HMLDe@KI%E"NPD);:4;@2Q~Pmxn!0g,n>dXoh)!3JlnH*Ĝ9bs%~9>B'5 l<~.l&4 H̴.D84,2#q`>>(͈}snj^;AL3\Fݎwo[qwG*ܱ TECry8eG# z"r) ᤾a߰"B2*KwON^i9Q8n`-KCts 8_LHQӾT# 9bz_qJ~ڷ zhI߻ qSu޿r4L$Ú? `W.ceC ~v!ϗ3cy?Ugb|m& Âe`(>_ Xxޒ{% &Ȇ) e>Kd\@Y#/HsrV|#A.zoVTITe+m.֞zE:61!~'[` H#(Q3tCai]8t\݋D rOh{y`IZ[ס;~ґdS~6@r|r͊ZrFk^yG%ް'x"]v*~aз4N#[{Kݹ_(`9nfBAh-9&([k+ endstream endobj 274 0 obj << /Type /Page /Contents 275 0 R /Resources 273 0 R /MediaBox [0 0 612 792] /Parent 279 0 R >> endobj 276 0 obj << /D [274 0 R /XYZ 71 721 null] >> endobj 277 0 obj << /D [274 0 R /XYZ 72 699.889 null] >> endobj 278 0 obj << /D [274 0 R /XYZ 72 528.566 null] >> endobj 273 0 obj << /Font << /F51 190 0 R /F15 191 0 R /F92 222 0 R /F94 229 0 R >> /ProcSet [ /PDF /Text ] >> endobj 282 0 obj << /Length 1143 /Filter /FlateDecode >> stream xXMo8W>hhKA#ERڠPe%5JJ!9(dqy4n<=!r~,3gycj\7DS4 ^%~ÏS5_!V3`2xfǡ pZn,H4P{ [~RVCs$;a'؛p<NOk1ϝBC9Qe:[kO9爎:vV,)|Ҳ|aOC2!?NE:TICU#!o!<8򏨄F6Â+^jXZ,>ͩ`JА^y*.Ø52IOTbC@~+`F:ijOcʒC30i}aՄ!ߙۥp zpDdE6Md)Bߡo.8"=0MZ̤v1iuJ,l[~=[8g7jҢV]# UF y'!h(joRB񆢃6pď"! \*W"XBbUGZY3=dsu ⤶׀3rzJ [[CT^Jtե s#(uEmEv`kOm9;iFn5te"}Ӧ^8zRslCGnGǾ}q IDZb '_QF endstream endobj 281 0 obj << /Type /Page /Contents 282 0 R /Resources 280 0 R /MediaBox [0 0 612 792] /Parent 279 0 R >> endobj 283 0 obj << /D [281 0 R /XYZ 71 721 null] >> endobj 284 0 obj << /D [281 0 R /XYZ 72 216.161 null] >> endobj 280 0 obj << /Font << /F94 229 0 R /F15 191 0 R /F92 222 0 R /F51 190 0 R >> /ProcSet [ /PDF /Text ] >> endobj 287 0 obj << /Length 831 /Filter /FlateDecode >> stream xXKo0 W%Wa6,Y]<,lhhdGvIBHsfsޞ1_.p8SLP8!S `5qFQw8M'9hK[~=pG0ڤ~:Fʎ3iyt޽{dJm\mڠHľz 4B3 |pwh^Ĕh/Qk-GPкcUˮt!FȢaSPL%jՠDeH&,@ݖ\gm@u 5T'DuDT, B _W(vb7&YV%GB`k~ jy%all27CKEgU3W#\G ëuZ1(ݼ' _0`?]\< Oxz$Җ:I~5*i]cV*5 #uÆ[%FgI7*(5RR j ޓAΥI*Wcj-O*ggr/[? [TbSK', ,^u<}i*߆IUemI#;[PQ8U8,GK3Є@HS^E \~fp6Hb endstream endobj 286 0 obj << /Type /Page /Contents 287 0 R /Resources 285 0 R /MediaBox [0 0 612 792] /Parent 279 0 R >> endobj 288 0 obj << /D [286 0 R /XYZ 71 721 null] >> endobj 285 0 obj << /Font << /F92 222 0 R /F94 229 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 292 0 obj << /Length 2793 /Filter /FlateDecode >> stream xڕn]_A$/$s@ʮ Ñ1IQ HvHY|}꜃ٻCTwWWU=vɋ +W.~.YSMNr?milyaW9³x- kx~ř;nh7!<;xQll o74ݿ@sL鵜?&+.t/T$S* 7-CV0߿/'ld?vY$0? CA#uؔL>hూ0?#xD)QspA|0<+,%>KAqpz4~J)Ovv˩CZi` 1Z lun&w0y)z5"L/vfNYMoy@(}9?qJX A:njЌ3\3=vu`"]:%ҚTdL;-!fD0]n+mYfqZ$tuypn=,#!3)JY^+db}6Vɝ˞;"^=™[5{Pv"y4}CVT?6l4q+' &BPcTf 2In^@F$7en9hS&PÝz.897 v{G+[# MHyN86-Fp B\f|ޏyZ5SԊsF5Tі $a#8Β XpAzSd>/ Z'D` g(NU(}~YYak rȅzdFXk-%pV|^4YE?3(+IGh0fU- J~,D]TMNmRmm&*%d4f}o֍NGqWp&&@湎e%]ԅ..4[Xq/_(Zն^B͎TgABI޷)G@ Bx[ 568q/&W+ZݿQFaY:.[G6rSKֈ.ȥ&ܶ9?֛h2Ĭ-?3] ~E>lٚd }V(g|^ӝjsb?4izدrjoI`]/φ4=ѦU-*2Iu!P&H$< +Ql"Nz3xKSfhBx%a _y0F`;0.@ػA{w@S5=䳮( w8)sHlflOIFi: ͇ %H'3JTAZey:DYkcy h-6;%=Eکb;#*jjWT\yPk}!Ec‚'طqW?m!a`/> endobj 289 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [425.423 482.986 432.146 496.734] /A << /S /GoTo /D (Hfootnote.3) >> >> endobj 293 0 obj << /D [291 0 R /XYZ 71 721 null] >> endobj 294 0 obj << /D [291 0 R /XYZ 72 538.79 null] >> endobj 296 0 obj << /D [291 0 R /XYZ 278.551 462.202 null] >> endobj 297 0 obj << /D [291 0 R /XYZ 236.897 336.299 null] >> endobj 300 0 obj << /D [291 0 R /XYZ 88.575 206.813 null] >> endobj 290 0 obj << /Font << /F94 229 0 R /F92 222 0 R /F51 190 0 R /F15 191 0 R /F21 210 0 R /F35 295 0 R /F37 298 0 R /F24 299 0 R /F22 211 0 R /F60 213 0 R /F74 214 0 R /F76 215 0 R >> /ProcSet [ /PDF /Text ] >> endobj 303 0 obj << /Length 3037 /Filter /FlateDecode >> stream xn_A33 Mwi&"ɖbz:Rd͙3~$׉I|dy~y–5Yc\^%%4)`6Nަdy>p3KG}v07EV%s g7Tfֹd`*pPm*KzAn_3&-:/hMVYmh<;CfE}2߇Qygl.q fAѤ) 5hhVɠўz}Ap։j(UszV[d_@j368F ZIы[B8@dٞXmTm&;c7Gsh"ϗG,cfd[&sGoߛd /x'y $?8 wwg`sYeq'=STm> + l^_$l ̗5>f`p>bÑ R)ԇH wl]fOccLxOGG+2p{BL2gCA 4@Tae./ͿRq);GO}V{@s`P}e-!YYF,O兝:ЕO RxMu D\-^\uKO1ǟOʊۦ;tyKRc>z]WhCiJii8Gbﶜ/r\^Op/@تTu9<(ѕeB{H#)S[\ }$-1+|j1fYf-@ }37DS~" X|g76K.Y`!@_wԯZ}YYe|4)=~jhķ9zvs+[̊:}X CA!=5DU/pl |H`>*Rcl)Rhg9g˂7IS D,pax+op-q6  %ij?Hd׊s6 +FH"o(b,>ʭL4 x^m}g4ۡz+B9oRED f6>NjC ≮ LT< _OQzk+2=!`8㗯a࿥"ZHKFJ7bt UpPPWh*3Ao9S'd8WRp FQXeln[)pQŦaML[dN߆~2SM_u7;͔&9$?~~3 Z7BIXُJ,.G-X<ƚ;.*;q=&D2Җ3[ ]ɏՖn{T2k~CZmoYÁhY=NQj$~=BsBiGXjZu,^c+rA3ESz9&!DƲn(>}Tc4 Yo_S0ڨΩJsqq%BVČP6 'FznX{BNd szH胴1^7=iyލ*_@cybwqR[ҡ!beVp ?j3 +jWh2eHą^Q$'w+}⣶Џ5q^e>51xڀ˃qN /K )y+AM nR P%q*|ߩ=K4x5v}̕C6fæK8LfU81( UHlCT)x7*[E6JLI87HQUt2ؘ}޼{ܹ׺D\ˀu$"`P[@;HEpg !tG/v 5.VCkbG] 1|+݊1ܹn&,n,9RuhEr%܍ RT\Fj܊֚̿fG~cI!8Uz퐾fd@!SΥC>Xma4նk0Εɕ65VZ$8+uWHd.JS0^#oy:$aoW؊}a#ą18ZM*Kn*L$.|]HFdNf5Hqs,L%Qˡ5kD6LasT_ݛ) | ppeH:oz@8 ncUuaKq j֚|\ NNr' Z82"NvvD Pp-.$8 ^Zm,) nm%CD2+\\2uX_ Dfܴ}kq Oײ{ӡLRl"ܖ.:^ yJBI*L"wʢ= tHs;9[kia Yr PKjay-.eǗ ̝mW .uG$sX &#2X}`FwD)^-iИogV[}VM[\eMieS[x3݃NnTxWwȽ85}[`&PtUO4c엻'-Ҷ֓k(*FoE7YSOo|yoǜ@ endstream endobj 302 0 obj << /Type /Page /Contents 303 0 R /Resources 301 0 R /MediaBox [0 0 612 792] /Parent 279 0 R >> endobj 304 0 obj << /D [302 0 R /XYZ 71 721 null] >> endobj 306 0 obj << /D [302 0 R /XYZ 72 364.081 null] >> endobj 301 0 obj << /Font << /F15 191 0 R /F35 295 0 R /F24 299 0 R /F37 298 0 R /F36 305 0 R /F92 222 0 R /F51 190 0 R /F94 229 0 R >> /ProcSet [ /PDF /Text ] >> endobj 309 0 obj << /Length 1255 /Filter /FlateDecode >> stream xڵYo9_ cGEI]Z媊F J ermǘ 3 m-ZB{y}v>J$ k]ߵ~OBCk֚tzt^:KN[N\ #)NVruo?p<(L ,f z6X -.Mп @ m‰qp 8F7m9! [Q XtSa5:9og@}-e-ڡ o30EՒxMm,?ZN}AOg]d jAE2 #3;5jq ;M#U]hkyZI:*ӯHsԿK\c%JL'^ [` 䍠҆ϊs8 qQT+S.k-,[%+teuu ,`;5UGXJżA(q3ѣ c |N C0ƜvucQ!CbnZ¡R0]C)[ H\yHm8me;K0G ma)],cX:N?߂.CBC@P I;`oY=`'"M+N"|^QpƁ\X8>Ok)~'WAt.rU_/Ѱ+eNO) lI( %ɗnJ̀MFΚ _rFMߏ9S[Db s)rKp|⇁ƚ aL]ӡӸ7NZs- @h^Y9Ӓ{at'.{kԳ(i*UJlRQp}&-砂‘e@O]Y:rU5Ѭw-``; _"]蹫’<#gFpNW'{,}4;o VQʼ7Y9S UCx/S1t#r`*vOE…lK53v5 #^8"ƞgT endstream endobj 308 0 obj << /Type /Page /Contents 309 0 R /Resources 307 0 R /MediaBox [0 0 612 792] /Parent 279 0 R >> endobj 310 0 obj << /D [308 0 R /XYZ 71 721 null] >> endobj 311 0 obj << /D [308 0 R /XYZ 72 400.296 null] >> endobj 307 0 obj << /Font << /F94 229 0 R /F51 190 0 R /F15 191 0 R /F92 222 0 R >> /ProcSet [ /PDF /Text ] >> endobj 314 0 obj << /Length 1773 /Filter /FlateDecode >> stream xn6_atS)Qb6M" &b/qږa9:sx(Q2%;i쁖Dܯl ^= 4<`Y $Xȗ"fGܛULB {O#9@=Vjx4V-N'oĪ0MزE%!"bBZ+G2Y \s 7xd G QL xjD5ۧi#W@=إ+jmxXJ='9QptP;4%427]nԣmNȱONSQe1'ꄴJTۈ̀\W6BbaAaWR¯(p2)ALE "L*oyroAfG~D9fB#`Z_`{/;!<zaUlM&4,sAdJ{y;]'ڏ^bV(2̟X9,wMYX&NEqE5ZKJS&xlP#e[2H$ވz~!+k^eoZb;ʔ̮ `T@E,E3*'TI<7Eo謰|H [*cDW.R!Ų(^nUjI4FW \R$~&vxJº5(6ߵ\AEtZ4% S7oIx\9e >V3')2bQ9+FI-_,`/y/X\ 2K+eaZT MOu1TaYY̡)THI2IڤLOu%Zjqd$9xW54q* 22$7j\,\V-9z.余6t$}[%Wk<@πuB.ō A} >N(I$6fJ{H f`aYꢁ8{p`>:r>˱0茅S-~ΧVvG.7vn7䮮}xcRS{:y0n}M<o煯TiM&_RՄLVi䱅 mG6j,tkOn@VȷSt_tpg:Ir[S+-i/?GAH>&nmޚ崭v_/vuruq*I黇#8;DxFoPDB(^OrߞhrvU8M pH(u'/cG4vN~U}dꉣ 6T^! kqL߷7"q}S`M5?$\sڳ!65in*⧨1g )ώ{J$![qhS fnw\!9(@푹:T;C#l1y '{Vz|Pח<@W[y]ݝdqXf]V]2{S+/&cB@fBL&QSQu]QfS;V-yNgV7WK6VRCd8lyuaj :rJ-XEolŵ atWxb߽,򭌥iѿ6R endstream endobj 313 0 obj << /Type /Page /Contents 314 0 R /Resources 312 0 R /MediaBox [0 0 612 792] /Parent 317 0 R >> endobj 315 0 obj << /D [313 0 R /XYZ 71 721 null] >> endobj 26 0 obj << /D [313 0 R /XYZ 72 576.894 null] >> endobj 312 0 obj << /Font << /F94 229 0 R /F92 222 0 R /F46 188 0 R /F15 191 0 R /F96 316 0 R >> /ProcSet [ /PDF /Text ] >> endobj 320 0 obj << /Length 984 /Filter /FlateDecode >> stream xXKo1WD@*]HZ \BI4Aiǿg<onvٙo;994p͛b]u2 Ȉ ~_|?c> yX2j-ͽW|4\Ax38'$ L$`|#0YnS\^@XkٝҀgl!Iǖc3X>_M=#TҊdgr9/4zљ {,`0ay/HS0\Y^V[}Wf: |@cH`z٠WxlfQ?(cf׷z1i:$-Mv֡nQw3ւ[[hTDl{UDlK|n@\lcw87I^{R-r'#i}m\gm> endobj 321 0 obj << /D [319 0 R /XYZ 71 721 null] >> endobj 318 0 obj << /Font << /F92 222 0 R /F96 316 0 R /F15 191 0 R /F94 229 0 R >> /ProcSet [ /PDF /Text ] >> endobj 324 0 obj << /Length 1083 /Filter /FlateDecode >> stream xXYo1~X.>(R*Z =iSh=c{ػ<5ȳݒ !2i0{xUrCȩ7^/b- ˩寺z #>rܠRǻNZ~ M:q} {[c@[dAp9QUx@u~y\}= \uK` S2ه]4FNCuʊT^~Zx%,SA: MyjvNeYS1ė"*8e *$bYc%7@vk`*VyZ h`RpK8gp%,ׇbzmO<MzamLnKƭZh^詆;F&]KyakĹjSaE/Nj;]<?0ѺFʭ4mJ\peFڛ|nׇQy3GwҚ fz^~5I'im第{8}-GGtk؇Aq>o`PT7|4M'9srK_>g^  Uo3bȼgg:~rkI&8Z&גQpV Hl WQ endstream endobj 323 0 obj << /Type /Page /Contents 324 0 R /Resources 322 0 R /MediaBox [0 0 612 792] /Parent 317 0 R >> endobj 325 0 obj << /D [323 0 R /XYZ 71 721 null] >> endobj 322 0 obj << /Font << /F94 229 0 R /F92 222 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 328 0 obj << /Length 1099 /Filter /FlateDecode >> stream xYYO@~WX4Hgl#ZA( \B8BRwv=u@Qٝ1"`f"„%<;"D, ఱq '@߁΀@yh}c%~g1{{@{{>a;AP$5Ozia/o-!rTpٚ*[c, @F=w?%NS HY |}\3{Ŭo}2Em{hYqxXYTT&5wA^OcMAH>-vBmNlٵ@.RҺ#D) x< ͤjsԷXdǤ9$YyR'zah9:x*>kh'Wm> g60jwYv8x[ Ӹ;2v ԅQ7ɭgde-!PG'|ⅉ17Xi} q246PH&ͶH[LѩAd{nAK'oFeUW ˑͻ$UԙPfR2f-#f$̱x.l+|Ӑϣ Ϊg %[԰7 bӧ1z~ؔ鶻h.u氂 dV,d1*󙤙%< OzxӖgN7 5qa-rbd~;#\RwKo$7S`0,hog潳Х ;u1& ]/V,fON ޹q)7(ʓHNhPA,ypp:Lz/yf9ؕ RVWr'_u_槸V4'2­JUTak(BjLj˧G51QΒe+[T)BYcwQ-3FmorMcg4/ 8N- vo/K endstream endobj 327 0 obj << /Type /Page /Contents 328 0 R /Resources 326 0 R /MediaBox [0 0 612 792] /Parent 317 0 R >> endobj 329 0 obj << /D [327 0 R /XYZ 71 721 null] >> endobj 326 0 obj << /Font << /F92 222 0 R /F96 316 0 R /F94 229 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 332 0 obj << /Length 1216 /Filter /FlateDecode >> stream xYmo6_a`LJ^eEvCb'7ev:~(t(Kv- D$lbyr7р0g9] hۭ>\}yfaSZ8P}ʛq]v#/ EpXS-uU8.2LyR_# #> dyH_`k@AS|'gT jRxhJ+e#:h甧t*,OoNt-5FFG\FB?tKZn3 ΍bc0v+>xbYYBot fxgx{Y\,rE>ƄʙHuemNT.'4GCy tkU| )AmƧYb⬙hYv/(vSՊEDC!ZI"{Jk[/l1^bj>|YCo=JVy7ROehu/W{@keuZr Wc|+eęmqQTr75cgFto7*i_ Ho^̭Ǟ~_z'^7+gn^]|no IϮL^mh%YBHQ\Q" endstream endobj 331 0 obj << /Type /Page /Contents 332 0 R /Resources 330 0 R /MediaBox [0 0 612 792] /Parent 317 0 R >> endobj 333 0 obj << /D [331 0 R /XYZ 71 721 null] >> endobj 330 0 obj << /Font << /F92 222 0 R /F94 229 0 R /F96 316 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 336 0 obj << /Length 332 /Filter /FlateDecode >> stream x}=O0 {ى}p{P+G~Gp7fw`hb%c( HSXX]Pu \rrɑ>wjBMܗ1G&ˢMեT*qTump8媶վhJ c9u2Dw{'v4dЭ Ğ:> 9^1rK|e]!7K+-YL %+4N Ӛw<6fx3g#X/:SVݞͺU=~,~yZ)Fġfʱ;,k7q endstream endobj 335 0 obj << /Type /Page /Contents 336 0 R /Resources 334 0 R /MediaBox [0 0 612 792] /Parent 317 0 R >> endobj 337 0 obj << /D [335 0 R /XYZ 71 721 null] >> endobj 334 0 obj << /Font << /F92 222 0 R /F94 229 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 340 0 obj << /Length 3433 /Filter /FlateDecode >> stream xڵێ=_H^Fd8\6'6RA (fٕbIѬ\IΈ}wH~gg_pquuy)b\^_+cJ}-LV k6UpaUXy+.{͸~TWȗ=M ږy~q2e( 8v;~k㿈oy@m.ݿDeq VS$#Ґ'z\U4 Ozh3+qJz=2VN  DF"~vG,n#H%}^^Gw1KfL)71uhJѯ6$x”$v(aOt\:2o][%VtَAJ  $$Xяnx3CP-ȎKaJ:r TGD $PpEc+X{RkTx ɄɗUUjovYj.a$xNy#5[(sv$P.LtGEz{pmϑx)A#N_HjYF,1ƥ$;p]9or0" ܘp39678j38QD ׁ L1LPM73Aʄ L{8lD7 &1Gim@֍GV? g4jהiaUPr/ ׼c4s%(ȧUU}) (ysa|Swq\gߢHZI,ȧ'Vr1{fP*ne)}fÁa~)?!_30DTD:Ob11X ΐog0ed&v -*QBBe6uL&0ML!E*A *}ar_kQ?K`mC)aHPp_. :)pAptN5Ƈ{,Şj";l9!gW:AF`ؓ ]. q- ;!4RٌI6=2VE%qoZpAi " `dynSuʴYUA*<+hϕ$ <+m ~*?`VGgum'23+3oddDf((;*}׸^Mt"YзD,Ȏ f^ }f wKI_A "(%8VepN;lў.jixθjm; {T;9 --}+[VmSg#Pd7*.WO HU B18c&""#V^{dmjo$^0V0VES4),=ʆqq%zЀ&")6jrS[=3h[6yI?G+qƲ=Hfh yӺhg ]hKC.6S\z,Zq`#$l\CvR݉+T¢, 6$1H81Վv]IֱVAH-p?@v3}C`q؋4`hDQIᥢ^/KPD3ޫУ)/EvԪ9T翑+yoJRB0䮩d^cE*<.]E.[} !*Ops~PtAٸ[ֳjz}xؖ)Q\ǔmȟiqƍ=Gjx;7&J: pVٯِvSO[{evb{i~s .0}| ߋPV,+nx:z8[-G0G%%䚾wK/w˩}I[қfOQ ;OܑLoa*yh~rD^E]M 8䑛 Na>X?MpbV#ȝ?=fNy7k%1˼h˰u k[iuj.:~(cvcFknN*M'~SH;Pٴ[&yȹNޡ2kf"q(KhqxFI5dQ7CMY%>IҮ) /ݪ3jl9{L ij '@//7uzjsC8K km\Lg܁"pxU~.a/E?λ4,ECҟ?u=򫀬|4S@/ȟ\wF_? oYOpk>HG#~3fقo[~%/]8JaGܜS?k̇Dck>.Aܾbš'#a6uPG$ =bϧsӉn(vԂbnvg7_\$4?fgBN:7'+1^\oPKML—zMN?/4ާu)I]# &qo}DS" e76ˏD'j!nw_6ѫ?<%- \.~dw?/zT@ endstream endobj 339 0 obj << /Type /Page /Contents 340 0 R /Resources 338 0 R /MediaBox [0 0 612 792] /Parent 343 0 R >> endobj 341 0 obj << /D [339 0 R /XYZ 71 721 null] >> endobj 30 0 obj << /D [339 0 R /XYZ 72 720 null] >> endobj 34 0 obj << /D [339 0 R /XYZ 72 588.464 null] >> endobj 342 0 obj << /D [339 0 R /XYZ 72 312.741 null] >> endobj 338 0 obj << /Font << /F46 188 0 R /F15 191 0 R /F92 222 0 R /F51 190 0 R /F94 229 0 R >> /ProcSet [ /PDF /Text ] >> endobj 347 0 obj << /Length 1497 /Filter /FlateDecode >> stream xڽXmo6_ad cFŒVCkI0Y,Iwɒc>"#ӝz"&o ~Z;iUO6aUq{> ˌ"I,]."ɂ!Pf$<2R8aa|#ers)-1O1LYR_fCNGr~L+7O(iWt|ŋ KUq=P˚k p(dRR& ہx~iZ}R+^g;{iV#'OɚH {>yGq5G55{a|`|b*eu wug;QkB?xa?,@\7_/ XTCk-濃%ɶ[Z3SxB+%&܅Y';O1n>xn+'c> endobj 348 0 obj << /D [346 0 R /XYZ 71 721 null] >> endobj 345 0 obj << /Font << /F94 229 0 R /F92 222 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 351 0 obj << /Length 556 /Filter /FlateDecode >> stream xVO0_am@΍6e꧜Ͼ(q. ?nHVPȌT!US1 tEGMW]-Lg,3ɲH@1k( O[9 H2M U'usv{ 8a/_=Y.)lgtm&8.-17Jݦ!Љw᱉vah] m` #<e{v}7++-_"pyWr j%=^_NIe`wn:DnzLb=uTdUnC5HND&W\w(#A0R7eTs)2i\{%p\- iq'f܀@6=Va2wV:H)S}YMjK7sooq{o" ^rxOGࣚ[3n%7{B/>}4&SG,> endobj 344 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-026.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 353 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F2 354 0 R/F3 355 0 R>> /ExtGState << >>/ColorSpace << /sRGB 356 0 R >>>> /Length 568 /Filter /FlateDecode >> stream xMo0 <,h==tY:4H240OJ ")vO^R(F$,᥹Eۜw_/`5P߻9P}Rc閴T v {jtJ>W,-h͗_DL S#N!=:ͮa9Y ,cr0nS#> 2x4.^~/6g.9W*i<(l|:0ײ}It@>pY`vU zp+<•U(K, 'eЖYV^ ?YKHCo(]h eyj:nen n/M[CFCqÒ"+~ ϵYV<Ԯ$ WF`(,E]gYW^VĉYI_ءDlVp{}n}[i}nw˝rK!( Ҋ0ͷ]lǀLMHp8q{\)2MUL0a"=9S u4\7?G& endstream endobj 353 0 obj << /CreationDate (D:20131008224630) /ModDate (D:20131008224630) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 354 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 357 0 R >> endobj 355 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 357 0 R >> endobj 356 0 obj [/ICCBased 358 0 R] endobj 357 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 358 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 352 0 obj << /D [350 0 R /XYZ 71 721 null] >> endobj 349 0 obj << /Font << /F94 229 0 R /F92 222 0 R /F15 191 0 R >> /XObject << /Im1 344 0 R >> /ProcSet [ /PDF /Text ] >> endobj 361 0 obj << /Length 1414 /Filter /FlateDecode >> stream xYo6=:@jUH:`MbVHvH8v̶KHɒ^}飢(}8x~wz8#y|QabtE 6hYff? DơؿO4S3j3(X,&bD]\yG3>51ђ*]GVڱmȚqU2s17^X%U뗔7g|=z0[|KKA @L']͜FLsB00@Ao8r896##l-ؙQ4!#tQQP `dqdLDF4Q;jMTJq4`($ŻOD0ųei(eɼ&5ƙ @JO`t݌yz駲o 0jF15]Ur,XLFi̤N>bU`9z"tfn5,#4JǙq =cU-gwtMu% >e*PѬAD.%]T]=!+:g" б%s;FuqnEf{5[E:Ҹmo+oY7Ub Dcw^WJ('a+&Hfm@͌xjUEɸ7%JcPX';#(T"G^y?p'\ =Xarjp!Ĵ| 3[ l˪&! dI)jllQDRa蔋 ʌW, kJgkNSi5E #C4nCm+c/@Xv=#mTlZ?{YSQI S6Ά mTt *no<[J0~~Vvc叚L"q]:7W,Za+ˀU t}˵W<֊FlQt7k֢Z8H[ E4 Uaݭ8v^+arg?<|rVJ[Lvv"EVsti~matWC/;${s{:m803Mgk'EcK+Ow86ϳT _Ŋ\d8:|/־raKzQ e%%t5 _$'T͒E?T*evQ}px{v@ ϚF6 E,!+mYn(wNwݴďʡa*e+|3pfg_&,9ihj/]ׂ6_YCH<̲Z8 !9 endstream endobj 360 0 obj << /Type /Page /Contents 361 0 R /Resources 359 0 R /MediaBox [0 0 612 792] /Parent 343 0 R >> endobj 362 0 obj << /D [360 0 R /XYZ 71 721 null] >> endobj 363 0 obj << /D [360 0 R /XYZ 72 596.099 null] >> endobj 359 0 obj << /Font << /F92 222 0 R /F94 229 0 R /F51 190 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 367 0 obj << /Length 2162 /Filter /FlateDecode >> stream xnF=_!yшM I8i@6qIu P}ڃJ[Ê{=p0G|_?t0hp>Ah:8|~ZFB0?%EwɈKEAw ^ 93!e­C  (}\!m̽M@E ":&,WQxVk%8\z92ٰ2C2Z#jr&Z6z?b_fl`d]qu .O˔-2""/Qӽ4,"[m,i[` Gh0,i˫KLaK əрY}BglUE;\C_g_$"GyZ#if 4+bk4J^$C5ef ẻ=HZ E;b@ TiѨ(ȽH%.+'3:e)p\K #_B Giefqoio#]zd|Dȸ>x* 絽39)cl-~"HaX<1a^NWTCS'9jN|lRC.)O0U;I3%0U<Z;DUb3ۼ7,r pss辅_)OSQWcW+jQ;sInuO[ v~QP>|MZB 7;]]G;7VHrݯ*kXܑU|uh]åGQV0,Z"aG[̪o)T,:e<ce`!1dodu\kёMQ׮}U<~)qdeL{ DprXqfl}*[QY9BlQ"{4RMBI}rɚdIӒ$>ꬮfp̓qRtK@*<ւqL2.O*,H{(xS'`-UKL9W*K]5A2.MeCY2%ly+*8cmv/EZ#ٷfQ%QN,Of Ӡ 0bA5S"U:xI9|入''?vp5O}jg+q7'>Tq5 fTx͉ύߋJF`)jA/xbhNJDX8伨tKa@"=J8~(x:j K"L+!Lz}`vԓK/0_yʠeLdGV6àG.-0"VF]gx2'$^PfSŋ|:TK"%IՊ9#v >qji_̴Lr#TUY-y-!!mCvkiQtv3v-M7$ٝ䪍%f eqRĨ`P^$o|vaD@G5):US:mx4ş[J?tO-N`U1yrqK %0C0BP];-e8 IpWRea‚. <˂ +Np7 ֦1bȚ-#0N_oѐY݉W<?8TQ>~FcwơuwKNWLHB钨gb[λ"OQ]%`:lh qe9 /w_(//=E[+< -1g 1H@n';Վg$ 0yׂB40iU)کr6Z{U)GjgJߍyBrTGW\c{yYjz 3E=x-]jB~뱼~A򞧶ׇor m W6O-_b,4@AYƸGOD endstream endobj 366 0 obj << /Type /Page /Contents 367 0 R /Resources 365 0 R /MediaBox [0 0 612 792] /Parent 343 0 R >> endobj 368 0 obj << /D [366 0 R /XYZ 71 721 null] >> endobj 365 0 obj << /Font << /F94 229 0 R /F92 222 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 371 0 obj << /Length 775 /Filter /FlateDecode >> stream xVYo@~ϯ8$[^E*"E nk=3&(z7Ƿ ^%|@ tjSft;IeU{R:>8zרu;:S/^|5i ERRPD4 &(6JO!aU]mۯ  o@A9 \{brR'l w KEQd B  tbvӢ=>4TL+Ȳy(" Y.9&B 3vcɲ\كpKEyv'v@G)\:S( @aTtDZ Q$d,AA}Q 别@ǐ+Lئr`"Jf"ZE00Ezm0CN" [hGka(onYvrm0%+lP} :G5>dZ9^ CEkͼױgL&BXRN-ak-]9| _"%fX2Yrl7ub%j.FGd2k|Ts}z}esbQފI󹢄퍅y!d( s׾Z^/ {))(lѴ0z3!Z endstream endobj 370 0 obj << /Type /Page /Contents 371 0 R /Resources 369 0 R /MediaBox [0 0 612 792] /Parent 343 0 R >> endobj 364 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-030.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 373 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F2 374 0 R/F3 375 0 R>> /ExtGState << >>/ColorSpace << /sRGB 376 0 R >>>> /Length 584 /Filter /FlateDecode >> stream xMo1+N<5BJzrt@&,m_{mXgED=a;VZ,n/0o 1f-n_.$&hKւprf_?f0m^-f}lپ8A*~ 61OP Gn䷜z7Iu%=V0O_vwt3OY @NAVU$5&u4=k)ς`UA]a#PJ؀IOUGKk䑒P3{̸!qG͎s͑q̌%wJK-u> endobj 374 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 377 0 R >> endobj 375 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 377 0 R >> endobj 376 0 obj [/ICCBased 378 0 R] endobj 377 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 378 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 372 0 obj << /D [370 0 R /XYZ 71 721 null] >> endobj 369 0 obj << /Font << /F94 229 0 R /F92 222 0 R /F15 191 0 R >> /XObject << /Im2 364 0 R >> /ProcSet [ /PDF /Text ] >> endobj 381 0 obj << /Length 1387 /Filter /FlateDecode >> stream xrF_8*bdHBʩ]TR fA`ߞK |l^05H ~8H)ςA$apGGQ'-,Og"p0xT./bx8~$8m.qg d2%ʓ BGqTnXH⨓黹))%cIf q{ 7F=)#$*?D{H6g@!J"#RaE'i@Yux%NJZ%ȁ;',SΥ𒐙wQd,*{X `, a_҃*Py9ǭi57"!gEdZYRd P8RGa5& W<>>=6Fd `t8RbR%iW7v]Ō0%;OlkF"!ɐ++b~ Ҫɼ\lNɶK:fᅣ1^jK-`᜹% ݟoٖ4S"1ʺAҢڌp^7wceI, j:RH 8Ng#-.g'ɥ$p>"WrO&6IBfMKRn0 QrS?]?JjQ)Q\R{JxkDӽlzT97]/xdp9=ViE z4&>kں wEfxGh]骦[[ّov{C7 `^>Kr:.V[$"Sj-hnq9w9^`nez 'V[e'T&ܶ3Ink*-mb`7Dtݧ2oV'hݷ۝zxT{JV9Rw0Ldy_}T,he]4CZ#X3c Ts9fޯ6`f%/9v[ $TUGt$H#!?_P9Vfc$2&4> endobj 382 0 obj << /D [380 0 R /XYZ 71 721 null] >> endobj 379 0 obj << /Font << /F15 191 0 R /F92 222 0 R /F94 229 0 R >> /ProcSet [ /PDF /Text ] >> endobj 386 0 obj << /Length 1984 /Filter /FlateDecode >> stream xZY6~ϯ0Z DfQ&WXQFMCdo^e3Ϗ_du1K<[~2MT9s} w< UEC{)̇WCذnFw_DoTQiFf(jj 7;)Y  -Ā!̨ض0xKv%&y٢}iCkk'FǢ*̤{lBe V`F`CrP *btj$up\?PBKpbnwgeĸKht$ I#/I'|v$[BL}zP2F0_Dd2EZV,%&^v8MPhu ŵ#- ^0xSٲ272咈gp2?"9U&m>*W|f6oIuw5.mXED:.v\!4Ӿg]WXq-FIٔ"_9 RbWC)"d8&4|C%LɑVx38Ic`k.ySvefpi7j3dju&@ETa՗ˣ픯cCEEr~X^.uDMfGNpf5Qƾ7Qv#V! "x /d"p^sHwe1n[ZX#;GeG2 VN؈5oѱМ6~0sc0+m1`C>}c`b=ma*:'8/{c@}Y* G&>}8vTkDw U>2ν!rxauE~pFϵ$o:B2 /'TV7GFM_ETs\h? $³0MSbYIOWY2 endstream endobj 385 0 obj << /Type /Page /Contents 386 0 R /Resources 384 0 R /MediaBox [0 0 612 792] /Parent 383 0 R >> endobj 387 0 obj << /D [385 0 R /XYZ 71 721 null] >> endobj 388 0 obj << /D [385 0 R /XYZ 72 699.583 null] >> endobj 389 0 obj << /D [385 0 R /XYZ 72 384.569 null] >> endobj 384 0 obj << /Font << /F51 190 0 R /F92 222 0 R /F15 191 0 R /F94 229 0 R >> /ProcSet [ /PDF /Text ] >> endobj 393 0 obj << /Length 1174 /Filter /FlateDecode >> stream xڝWYoT~ϯ"Ѹw[$C"RtY ː˿lwqN}}YS|s׻DVNf$#Ug*i!n0,M.@{U(y5@剴֑֯^3ʀZ t֞`co@@;ٟڰ(.g|(;+}P v ?1jyͱz0:GH[CIYH.>g-Qw'IJO4eW/=}LPOylE1zmjUN&=Ue9xMNH6.o6y h FRyhEaJ2jSp, Z<"&GW܎n3筫};*[=3V|& k]ķ ĨJFK$"X*b)V\+ʦU#W bAp<0!SE:ne.bT!Sfd63Z,E\. i&(t8ѵe Zkvs-UmEO L\ࠊҝD danU5P>ek-FSzp|FIELtCήڠFzN&$ Qf^!|n˯w@ȁ9Uvσ*O)yzA^@>o,샡Pz]:zD_#\o9J[ #%l "!!^ݡ e ԻDIs].!SuJ`a/%F-+fFcʦ|0( v׌QS *i ǓFLqQ}l6V7L:JXBS0XJ步79 F cg0랾ԭvkШ3=HG?GCS4&7"RXرl>2 7@o%m3ms}~z#/`ȕfsuInѥ,.p}&CXE9u et1gebL12;_O%O; YeT.l/or4;Ԍgͬ*$mG s endstream endobj 392 0 obj << /Type /Page /Contents 393 0 R /Resources 391 0 R /MediaBox [0 0 612 792] /Parent 383 0 R >> endobj 390 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-035.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 395 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F2 396 0 R/F3 397 0 R>> /ExtGState << >>/ColorSpace << /sRGB 398 0 R >>>> /Length 627 /Filter /FlateDecode >> stream xMo@sC'!ԴJIrrԤDLw{c!"a?zf ^kzO9̛!c k3_Wg~?]WAX9t4LWp?lvlV/5\-f~nfc F-[g՗iLBd_D.v w:,0CQ'Gcڱ0l zgthIz2 .w),J7=Pwk5UgOWh%XJ l ="cP$ʥFޡOaDžȻsq)4nL;2k,XQ)ɐ^;F?/Kt/1_Z:E믩Z B-x)Z!7x=r!Oa|sXpI;‚[:)Ա9,xn˻ݟ0F3rnP(>VՔOևөM]!UT-T#=\-Co|@MAY&GxNζ;X9Ώ!Uʰx;KlѲ > .at0Jt:* endstream endobj 395 0 obj << /CreationDate (D:20131008224632) /ModDate (D:20131008224632) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 396 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 399 0 R >> endobj 397 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 399 0 R >> endobj 398 0 obj [/ICCBased 400 0 R] endobj 399 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 400 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 394 0 obj << /D [392 0 R /XYZ 71 721 null] >> endobj 38 0 obj << /D [392 0 R /XYZ 72 278.872 null] >> endobj 391 0 obj << /Font << /F94 229 0 R /F46 188 0 R /F15 191 0 R /F92 222 0 R >> /XObject << /Im3 390 0 R >> /ProcSet [ /PDF /Text ] >> endobj 404 0 obj << /Length 640 /Filter /FlateDecode >> stream xڵVo0_au{ vbCJ?o]h ,@3Q2 l}|9Gqu aNsF3F$yH9 DopcVK Y/+N@ U[44 -/ RcJm@٠JnAU+ZxO`A~8)h1p{%7N"AurSY$ ;}#]t<̲L) o2 endstream endobj 403 0 obj << /Type /Page /Contents 404 0 R /Resources 402 0 R /MediaBox [0 0 612 792] /Parent 383 0 R >> endobj 401 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-037.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 406 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F2 407 0 R/F3 408 0 R>> /ExtGState << >>/ColorSpace << /sRGB 409 0 R >>>> /Length 423 /Filter /FlateDecode >> stream xn0ErrH]E88A)[ ѝrS0Vx.YcV6(v,b!}69O"?n+4USp4#(R 2X2ꊽz!2V'uS?CƳ6w`I[5iH4kѬ.Z)tR+c.>Jy 5ovYތ!F#0^??,Z)+&% -I\j&ޅ!|s;78 L!bֲtNb'1/-U\ז>YNj9:P # endstream endobj 406 0 obj << /CreationDate (D:20131008224632) /ModDate (D:20131008224632) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 407 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 410 0 R >> endobj 408 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 410 0 R >> endobj 409 0 obj [/ICCBased 411 0 R] endobj 410 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 411 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 405 0 obj << /D [403 0 R /XYZ 71 721 null] >> endobj 402 0 obj << /Font << /F94 229 0 R /F92 222 0 R /F15 191 0 R >> /XObject << /Im4 401 0 R >> /ProcSet [ /PDF /Text ] >> endobj 415 0 obj << /Length 1471 /Filter /FlateDecode >> stream xڭXYoF~`l7G(1K-"~S0u}{H ew~Gho.y}GC2n^1aI!vl"Y0~"f JWQ"Xq-Q 0%f u@Q%ֹ %|Hb;qJLi#/*&DB0VkySFŻ_qCy<9?ej3ۺ3``a̗ QGf վ| *5p*r:*@^Y(дKb> |\9h6=ZAeMB߹Z3-R0> WC02F%:HsÞ6pΜ]f#֢9(L ;@i֜3¤; 1"١3 j)pB]3}o軂vйaj$^z9A6;} rJx'9ILbJV|RuS͜x{'؎ g& ;+c/,2[㡂0,H˗*vh{ra[T+>>",Y7sՌyjc>Fʼnؗ+O.`fWJI>WujD&3/ûG\"%W[-p`*x=a?4;k?E'&Ctbӊ=_# i;]Ӹm/ 5Y{`7z+#_t'Rr "wp؃/yowS anDL/ǀD֝^td\CN+N=? 61υoo/c,slb/S<-/c-~ȣm&J8\.4Ek_CJO Y(d{@#Qed-בe _E"gr\瑞ȮxEtYs~,tpSz:vB>RlBP7Zgpk0[Ǟ/ (#{@e)ef}h~> endobj 416 0 obj << /D [414 0 R /XYZ 71 721 null] >> endobj 413 0 obj << /Font << /F94 229 0 R /F15 191 0 R /F92 222 0 R >> /ProcSet [ /PDF /Text ] >> endobj 419 0 obj << /Length 1344 /Filter /FlateDecode >> stream xڭWIoFWi$gpMHk=$92eD[]mrj@p2oޛn"h D\/jr?Ѫ9,}X輝@JA_+|3]dydtN\ѧ%&V.IYvq qO4MBs(:c d'{7فϑ6!zlpf7{H38L:0>2ZU2膎RK^|@qcI|@;{kk2Kl2)rxü0G0*' X4.Im xDr#:4kS˱FCiYš$c8^qu\qw٢-lῈ%Hdm}dF J(BTd\*I3?p 4HlKlܱ_bQ5ύ1SB(h+BMĕ摃SX.tFQnq!rp=P ?K`(OzD'53P8;@źsֱLڕf{+\B)ĺWX&ԄۃvB@#-Y4ZJMe1rڅ,_9Φ3CޠWUlVz1Zh֎G*Q6Xu8J]pS=HĖ$W8K앃2( Zi1<cLa(0B&<\Y8$+JI!&Dק\.-t`6*rи.L&Wjs`5O)||U=LO>ئ,#SȪA㢫HL,ƙcp2dQVM44ʁ-ʕGa3M޴+L4|dUV:3=,:&˺w]mbpONJG54 %i~ t1 ;G) --xgxc .jU<߇umЅf'w|Y\촫XuS>;xv rt&۩-)2^ %o^c : _pU_)STtp(Ɨ =$;B%F90+v/~b&<Ks.khJIWp=|+wyƛSd, wIVռMAp:~Ydi%,ņ 6i<bR(XNnv!g> ofa>*ߪ>."kK0>G2煉̕/ endstream endobj 418 0 obj << /Type /Page /Contents 419 0 R /Resources 417 0 R /MediaBox [0 0 612 792] /Parent 383 0 R >> endobj 412 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-040.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 421 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 422 0 R/F2 423 0 R/F3 424 0 R>> /ExtGState << >>/ColorSpace << /sRGB 425 0 R >>>> /Length 607 /Filter /FlateDecode >> stream xUn0+hp_6 Y MEJ ÉZ JǙYa6JLT)JP+@xOÎ\47&0]FcPZ 0A8L*rq]=XdC:C9 u F1T=Z.RqZH'rjebPh-,(CEDPԈNb[K5x3.$x I*|ƣq)13.>^G}Kު9A^º)5& .Q6m@P!9H {VCu=@P]p@}w`xnx!Vv>RT{807uR8l#Qn55qEhObƓ/})Tfpl['9kk(['sւ;H3:[PG9JIkOӉb`V:Nie*JU)R ط;?7nokpި!q`y0z;Z,&˷2zA5`cMY|>~h4{44 aeIWm @>i}ERqpn&= endstream endobj 421 0 obj << /CreationDate (D:20131008224632) /ModDate (D:20131008224632) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 422 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 423 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 426 0 R >> endobj 424 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 426 0 R >> endobj 425 0 obj [/ICCBased 427 0 R] endobj 426 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 427 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 420 0 obj << /D [418 0 R /XYZ 71 721 null] >> endobj 42 0 obj << /D [418 0 R /XYZ 72 330.335 null] >> endobj 417 0 obj << /Font << /F46 188 0 R /F15 191 0 R /F35 295 0 R /F21 210 0 R /F92 222 0 R /F36 305 0 R /F94 229 0 R >> /XObject << /Im5 412 0 R >> /ProcSet [ /PDF /Text ] >> endobj 430 0 obj << /Length 1518 /Filter /FlateDecode >> stream xXKo6Wm2Pk)>bH{fQ=(@m˵ %JVi=37CRb+՛3=D,-&$" stf j9Je e 5-lPp A>'PjxBj> <+G姱;Լ͏PnQ-ܱwh"3cΜW%g~}7ȏ3qhҡҗlk=biЯ9_)s篝>'|">݀ ߔ2 M:x& #`Lfo Ql$/XE> endobj 431 0 obj << /D [429 0 R /XYZ 71 721 null] >> endobj 428 0 obj << /Font << /F94 229 0 R /F92 222 0 R /F15 191 0 R /F35 295 0 R /F21 210 0 R >> /ProcSet [ /PDF /Text ] >> endobj 436 0 obj << /Length 693 /Filter /FlateDecode >> stream xWQo0~WD]@%mN04'JDJ Es| I>|v>Y3Y?j ;xř1[VyG ^ An@u@HG|vOfٮp(ߔOj +rm *3t &hGfSH|#C5 )Y#D-9$#:^}d_ATQ O,٠"):\pQd h=߃Akn%Y$5-u܊"1d8hPcab()ޢt?E6]^+ $aX!aIbٞ' A5q!7(TS<Ia4!aTr"usω^CN+6m%1k]܊kX>UI5ȳysHa fA97ٚݒJ 34̸qyJ@5W"י;(Lf`MZ1)}U烓81!%a5E4u] x xcKpߞqyj9> endobj 437 0 obj << /D [435 0 R /XYZ 71 721 null] >> endobj 434 0 obj << /Font << /F92 222 0 R /F94 229 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 440 0 obj << /Length 691 /Filter /FlateDecode >> stream xڍUn0+xD 7IKPoMc,+BZ6y3f!ģPLU -Z#eŢ=ϔMӲ|Ol_F|g?U&] dPAJx/mF* 񳘯K],_7mlUׄSe2@y}3a~C| z d,xjRTVbu}x|9I> endobj 433 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-043.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 442 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 443 0 R/F2 444 0 R/F3 445 0 R>> /ExtGState << >>/ColorSpace << /sRGB 446 0 R >>>> /Length 656 /Filter /FlateDecode >> stream xVn0+h2 ):6FR @ VC:~&k~z|C\eWEʀh h,`X/9=b>: Eo k@o?^n$w嚊|gFmq@K+8aͳl=fBԨfQM<㡱(9-`'bzy[qYr g".ۜr*(ZxS.a\[rI|/az:~rYfY՛bhqχk9E~N"Xh-Q$7&vC#0q- eֽ2_e endstream endobj 442 0 obj << /CreationDate (D:20131008224633) /ModDate (D:20131008224633) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 443 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 444 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 447 0 R >> endobj 445 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 447 0 R >> endobj 446 0 obj [/ICCBased 448 0 R] endobj 447 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 448 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 441 0 obj << /D [439 0 R /XYZ 71 721 null] >> endobj 438 0 obj << /Font << /F15 191 0 R /F35 295 0 R /F21 210 0 R /F36 305 0 R /F92 222 0 R >> /XObject << /Im6 433 0 R >> /ProcSet [ /PDF /Text ] >> endobj 452 0 obj << /Length 1700 /Filter /FlateDecode >> stream xX[F~WDBdF)jqb-Y|_(R)+&`cHTd(kq}Pd$\xSR(?~a3f 3,W6ND6X=30>AA4sYuDݳilš}mp#'D_b@Y5⦁<,Fï4lm2C|>xM,A$c /xoHmmW -Ǔ_dm•^` DYPijaYyXmJ+N2<By/`D9cX kUAV$.M"['$hd`$ @%僖;\E7 Qb-VMLٌjr{%XIy8Wh\4;v,g5 gmY;h9fl& 8g,YqS{7"ttԎ~;gU/[-<M$F}U/rEn ɶ|b+mP&?ڔm3eyLb%7e SVGp(W7B@*6\M^hyJ@Ó~N,z +ءZ4s dv$KlEG̘dp˹5]X+|q_NMJ{ Ī]2r(Cd}>0#qZ^Ng74T]wA 1@>_zzKov8묌Ƈ8e2'3Z!.r%ԵX?\KnɄu/ p($SpCѶRA}ÿzѶ<3^[Cߝ"B Mu/V( blJ^7E,}/g:'nn!IcB"wz[̋P8C*w k8g.q۸iڧUQՓZLe5erϻ,9"+ PUyqEs?+r܎@ yPn'X'ۣBe[l-Bo?nO3fA)[K=%^f=;Uϱ{Oa춭%%#tg?t)s+l`_G?j-o @c7*m-Esy~sg(0e>L7fS|>Qk"fAI;߸5~ endstream endobj 451 0 obj << /Type /Page /Contents 452 0 R /Resources 450 0 R /MediaBox [0 0 612 792] /Parent 432 0 R >> endobj 453 0 obj << /D [451 0 R /XYZ 71 721 null] >> endobj 46 0 obj << /D [451 0 R /XYZ 72 720 null] >> endobj 50 0 obj << /D [451 0 R /XYZ 72 640.243 null] >> endobj 450 0 obj << /Font << /F46 188 0 R /F15 191 0 R /F92 222 0 R /F94 229 0 R >> /ProcSet [ /PDF /Text ] >> endobj 457 0 obj << /Length 1591 /Filter /FlateDecode >> stream xڭWKsF Wpz)51u۸M6qOID숢#JV__|dyڙv< ,e8io A(-e;:"r!NLgt6~fӟ'-Hbxs7{}LSݳBEIwc&|au|i6G6oe~vyŎ`]B BN7IGe\ ͩtv Iaj/Z dX/l?# H%N245ޟ)Ncz˽Vrt&i٭5?Y)`<'Q /\\`!\ɖb7$ -a6IR)2QBT^"l+Iv%7.m"2;søu`dE]XZȨcFK\T.p-nRi1-8X$ BNh >Prm$EPhK9[IgV8")U<3{Y`ު}bC|3,[݌Iy23A_G\6#=yIRy=!ZRISE8Hwd]+O GAUFbp޹rt^ ,G8 u%;_dHH4%!E|,e.QQQ2 Me䜙o_X?D 㵺9@2Cյi\ jDNz8G7j ē!:f&Ŕ@ \TMN-3 y1yXY&F}sM8j9&v] ƾkk>?O@tmֽExUeKZœw}{RLhꥎ2NO/3 Co, % 1f6q y2w'`Z\0e* N:Ipa;'0=FVrk F43^N(y^ܷ1rqtrF:!BSi4JT`S|kz(_*(~N`ɽɧujs; /.~I׍֐]F É'g|òV ͜ ĞW+q0_wgAb򫜫Hrj.?(  dEa\sz /')FkMdQNv<<|n[%:6w,/JuD v>#@CR5v8jY${%gl9:$5w <ðϷ!+"0Y~2媸HJ; ڄ߁^FLC ]-,ʋdzO4Z:)N:O^/`?nk ֕6$-M-[2" rzfK˒[尗BD-~H~YtlFW&_k>^Rt<7:gx67! endstream endobj 456 0 obj << /Type /Page /Contents 457 0 R /Resources 455 0 R /MediaBox [0 0 612 792] /Parent 432 0 R /Annots [ 454 0 R ] >> endobj 449 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-045.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 460 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F2 461 0 R/F3 462 0 R>> /ExtGState << >>/ColorSpace << /sRGB 463 0 R >>>> /Length 510 /Filter /FlateDecode >> stream xMo0 ]LA"hN3̉e4R`Fo;}\իޤӴZ\|o/p+-p#Ǩ5lu sCkQeS8pB9d~s`Y`bh&C7b:Ӗq1(L3W[yЛRh8n^8Hۼ&hdqbywS8΁;4 L?B$-i&t"F2ZCc3!ŧY{ܩ{.s֪=*|+)66kMvcck0ʡ̾W91ɡՉ skR>oG?`&.Ȇ] endstream endobj 460 0 obj << /CreationDate (D:20131008224634) /ModDate (D:20131008224634) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 461 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 464 0 R >> endobj 462 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 464 0 R >> endobj 463 0 obj [/ICCBased 465 0 R] endobj 464 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 465 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 454 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [390.651 292.078 406.575 304.876] /A << /S /GoTo /D (section*.8) >> >> endobj 458 0 obj << /D [456 0 R /XYZ 71 721 null] >> endobj 54 0 obj << /D [456 0 R /XYZ 72 330.335 null] >> endobj 459 0 obj << /D [456 0 R /XYZ 72 149.462 null] >> endobj 455 0 obj << /Font << /F46 188 0 R /F15 191 0 R /F21 210 0 R /F51 190 0 R >> /XObject << /Im7 449 0 R >> /ProcSet [ /PDF /Text ] >> endobj 468 0 obj << /Length 2013 /Filter /FlateDecode >> stream xZmo6_a+XRt@a m1(xrߏG#EIlQxݦY:{$'NtQ%r>rJ}LXRwow4\%7k=3b L]K=~qbi;+KWq6{ $9ɵų[ϝ==d71i~@z'J.U^_z0=p@.H7RjOӶ3P6#B$]LYͥ>䏣B-5W[+L X ogsnq~eI9孙yOjбaHV93R&k@ B5mۙW=Ɉ(D6C}JU^;۳ٱ3&ljb |NP]2j\mHYk~.-D!҆֘DjTV?KB F %.0V8cSIH3?aӒ\ީɈΪ&k\93USeZTߠ{AcβRQW>sQEVKrnDJ&V1OvQ&/ W3SEefjj(k"kKjgj>ɛ>nˤרzX4ɬ5o{tK8;B+f݃|I& ;؀cl-[Ŭy_m!ŝ9W"%m|@/sX6o_›>g,Xu9UA(BZgX.LsQJ@XIvau$p's?▕xvrJ8l0/Oě 6WH x^ lŤ2b ҅z2 Ʈp,wXNOP܇CHwCb)xA)ֽz;Tj'P5wC9:+b9|T"(dcY e-)oᤰ9 [>q?D~FesHc8YRRÝ_xo$t1\g} /tqw`\o\9Y3UcGUͿ5^ae^gWe%8ji1xZ, U9GW\v+{7>Ӫ%߬ WC-H 6 [TLc8 IV,NJZ3Jp#,nqG*T!g'u*6elCBHGb̕8Ǥ gEJ"i$L5IXLg͆&C^>$(QRoNDST3U4k8e"Q!49f#+?i'{YUC9H 3/`ITޭ #f#̫aFGDI]+ImU(qN΂R2T= 3Vz|sRuG'$nM8NwGSVOΰh$Գ޵ߍ(m#+'9:-.$-H70[#c$Ӿf$ Ẉ.@4=򻁈4/Ǥ478ixQ)❶  a )"܃(b*䌒TURRu qbZ)8d`W}:EIc#\3BGǡh#_ l."˱;:.j endstream endobj 467 0 obj << /Type /Page /Contents 468 0 R /Resources 466 0 R /MediaBox [0 0 612 792] /Parent 432 0 R >> endobj 469 0 obj << /D [467 0 R /XYZ 71 721 null] >> endobj 466 0 obj << /Font << /F15 191 0 R /F92 222 0 R /F94 229 0 R >> /ProcSet [ /PDF /Text ] >> endobj 473 0 obj << /Length 1088 /Filter /FlateDecode >> stream xW[oH~ϯ@V6PnTJzն~6F2&2iZ=`+V1s99Y^x_{ԛ|mM&4ě^+??ƾ}t9v8 f9* \Y!mWaT;(e' vw0j&㪬j,<)Z}*g=[d@Ar-OngjJg_DŽnN |S ڳKA+=䤉jES 2-eXz!xjpA!0#QοMC3ȍx;v"99>ZJlF({õ]̀(Bȷkz(+[d+BXMϢ['TŔ{Qc G UW_qSc; Rԫ 0OJk|MT7}X>gOL1R1ϙ1+.$K[0АF&ւ85kO4}Es-Ot-̠aSSǦP| RM}:g*:m*ɦJ=S_Թ}r.wg{N$xo\ރ燬0h&~<Y:]XKw7Gq(ǽĴ8u?}trK\_5vtLAI)G׫5ݎ/'Myej3jB TA7Nzw*ҦIlTI"qTlWF ޅ'ʞSR3vYv XDo%YY lp숩MP:> endobj 474 0 obj << /D [472 0 R /XYZ 71 721 null] >> endobj 471 0 obj << /Font << /F15 191 0 R /F94 229 0 R /F92 222 0 R >> /ProcSet [ /PDF /Text ] >> endobj 478 0 obj << /Length 1380 /Filter /FlateDecode >> stream xڍW[oF~5fTtU+*Z vͯs K32߹ ""w {yiEY3q<&.~ o9]-nJQXFe60(ϼ!X 4 ~ӱ8 Ky,ky$90.nOz`nH6`%'0uG`$.nѼuE]3  I3MQ0tc3A{lՁЦ ͈Nexx>-؄iʀp .^EW1+ 2O[T 2]N^۶V|B&RF ])FRAm&nS!pF K;NP.@hFν ~S'c=ixLk Nb;U)!Dy(d etT_0BDck_F_qz4u 3> endobj 470 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-049.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 480 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 481 0 R/F2 482 0 R/F3 483 0 R>> /ExtGState << >>/ColorSpace << /sRGB 484 0 R >>>> /Length 13432 /Filter /FlateDecode >> stream xK%q+9 $@@im \uv/ϗvkkUxX?~oٗﮗ~/Ż^zy>^r~|HzaO?Ɨ߇^j{mKJ?t)Ɨџd~G/~̯~/qWe}^|:|ʧ!- ׎zpXKpK k_GϝkrGc7{?>)s{}{{~GH{ğ_Dz5/sd;V֟J+zHs}y_ү4ӅS|7{U ?Y2 `h/qɗ_6o_>>8}?~yݷӿw}3oo(/m^ǟ?^V0ѭ,G+Ңp<nݣnA'n/Ƽ=mr5ГmdͶ/ٞ;;zUJvƼފCvظzz|Gk#ti`Ltʶ;4 vu2*(+@cL5Zdy;V z9y1&t-γM֨قXq3+<@g w^BncONْ)اe^mD2j<>dVۑܑɝ7-s_+d$,Mvm=w%+csLX؞}Om/LC|kj,n&#UD"e;kO`|1/`NtL#ii 25yyTAOvʼn.>jo\ `}O湞&d37Λ}_3]] {乻kZdvM2=Efj(4ّGw|Z\C!5br'>ȓ+d3E73\YtidP@,/t˵J:|yGO.4tYK ECBs̯ny.,^c;%{T;wuW!UdJhn-efE\LJ .Bx5F̈́w::eY?]ʶ KR$%x @ȣJEȺR5bm* ]o#)nSVI ^eNZN\?W!gonBzkw}[$d.'s'l,p<(eۅ"фx)+e#On^j{Zѭ 6dtj6t$7&x|9S!xg̛+V^\|Rٕo› OH) 6nn д-"E#&WL~J7{&0i34[͓B>v>幉nTe|y8-){={cfFrܙovis%&{/,z0 fUq"2vG{1?:4:39AHY\Y{Maz_',Lxu [Y& U3z 7}9@+m&|xV={]θ-b(WLH<+T25;10~݄'/TCAj F=3^}-XdMRpePbe+AUT?1Hi6icAfgPS'UI+CW0Zu8vxnz< 68E^y, h i'{"%,LE\#H# Zx#τ/:a'I=Nime`5sF䀣IDhqJѬk{`c] s w&3Y5aY׍"66z+I^>7<܄d|D8BNh慤8y=m >L"#7pہ#ֳ/r=;Z M/b݌cˊY^6uoDK8e1ѭfڬ}D*z¼&Wz7zq/T8-{fD ` tIëOVT+}"e+R7{Ѓ2'6 <ս v٭Ҹ٬Tx³\䂧%&1xnw7=?Fk$:QFlY8uT.l8N"#ӄG?P~ԝGPNe.\`o NŻеMfLBi\4tpS2ݧI|3b-D].X/63& FUud_U W(^#'>DmɆ,QOjr x]<=\z=ar્!a:<3v*!V*+s7d`4{ꌶQXDYW*tBC +bV{ǒ!wZ^(=C/iӢ m<%oRp( OR6(F|*l,l,xj\EJ.0Öu+1yR)2Ui<>ŵJ67oEhⲧqC _β~A 7f Qp?"]7cEМFHm[9#'|uxAu}lm;,2VR Je1CD) R ;"I.%fKj׼U{ H V=ʚŶMґON ̛{:$HJACt['ld o۠#v߄/yҳZjh!+4E M-J\jZ"%7ㅽ+БQVGȈm8t.Bml[q#f ﷱ;&%PZ(1y= vѽ4],WnRVzp@an#5BC"-zqdLx>lVDŽʨo>mzpYeF%oֈ%__;ЭmCj¥_/|e;b(F˖CNSZ;-* umԄ¨ȫ7}yk Rž:pЮ931B;bvڱJV"Hf̈́k FA'E΄w*id841@WvEFĻ֟ĶJ4isN \p.PwxGyi%nӎ%ykF(\Bd2#P = }DVJ<^&г7WApl;V{=iWB}fxX2Z`rH <Kֻ rM|mV`RUD*ӵE&d \9.xIP8-_< >01RE QV;+13xĔd Wk]Y ԤzJ+$r.U6;B@fl$$jA\`=1Nƒ)^$uy_B%|xm :&qk$KnyD-S{=6 9iCPՆv{xR)DMp TIAUЉ'%x_y Fp?&Y8ѣ YV0#XrXd2 [%&SV9oQ| D;d_]iĴ/ 7J %=nY4]]FL粝J.1zxTL2Ig"R^ճTЊB=3..PC=zܓ+!7x'%_?{ٴiQ7a[Td+%%w Qp$hϏMשć+򦇃Mt1 ݂θ|w萚Jه'<^ed.f"UpknDZ ώ J8'r!<^:OU>  ~K51,/4]'B^^vGfy" xiC6_t6.dFh!:ay#^e[mVF ^7W |q6l״A63\eV̲*hym&x.X6&ipւMLxSM3g \m7?"/}:/{wQm۠$٬[qȫ1 EޝI\n {yHE׃ ݺ uMEa O`.لΌ:)+uPIaY;TD|h׎W iKdbXmcCd .ZQbjsR*g]_%(y`[{`enV%u;k='%^&msrKKpY@I7)qJ+ N匠7üTkaP7=." 39 &Њ3b-n!2L!nqdw2pw'~zȢť賗#ìWuЗ.OZƜnE*EJTϓ>"D_~wel:ddǗYFiuk7{o?}NySO:sw˼x.wjPߞ=|Gņ{}j_V_xm׻O??t} ޏ_=nDQ^2SazPWpnV\~Õx& p!',]^ WV/>}?>}{{efܨ"z_/ʘK'oW߻e ŊƾᣏǾN>b0 WsV}6O-OOw߾O$ߘGGZۧy|\EO0ׇǷ?O•v$w_6$OH,:\dJCE;D,%4F珓L~:U??T~>6tM}>KO?5GǪh7 lAaP""[Zẍ́tmOhV}H) 7*hҒ.HwH!"F3nQjPhxͬ ]X]OކMl&DbCxA#n9$kկ-6'+ w x ꇨy!b@79FE8Hijk xИP:butKgZ]dewc

_f/eiQJB9ݞu 4V:y7o6x,L1T$A]/̤Ѓ*K;"18ijĺm)plhj'/ˢwH\wMBaLtYql+ۭG#NWudWA6Vc'0ŞD]qoGv ƭrn+nl%5 #wM4b w9 kjiI Cv.=erV 3Q 6o^б,Bur<\Djo8StJ* lx`1>-cP{.fv^^\>H:OL >Os<0 Y5]]3 _{#x&[2c+egќ]܄ j&]"I1|5 ш,&킧l4NY {+Yjvk)a C㦂D I =Q.01MODi{3ddW k>r7CY#lx'HΦyDbdGH{:ORJX5֙WdJS Ictf%2^xgy& 0l~,::T2H&EM1sf_徑:/*qH ERm7*T" I6W I*"6fX:!E-tfD3vxTuSf܅PsC#BR4yKp% {Ny(xÃuk᩷b*6tnSݼ5#Bxd)ޚ5aFFxAOBݻUEpCVr!xPnW,ofq#.˄+e5-Azuwji$hLE6\ SN1GERw/zh;WsIj[77)[(W/mUV^'uf2m5cQPXO'fg>4.K]aG WHaMн#Q<ߦQ8(#`XDcF~0cyB*э;.1od(cHzrŮtvqpkaBK>p ~ɉS+,xsIBp4)&axˉ֡d6co'ɦ+h{E%TΖqaK6QBfRbV'5єI}5{͙2k=rx2 cNx䱱jq=<j>b^e I^]sΪƤ}(vzFtI,*K'o}[ 0G ~FaM H=6o暱P(uO}-{7b-=r3IVX(م ,SEZ[r\RWSqi]#.|GӛR&y@|aU'12'~2 MzyXłabq^Jǽeu0) G?QR Ǔ3`SƘSX餦P*_Ȃ[ (6" M˄r{ .x.0]i]vv|F#z&>[v>H}XZG[BTƵ(W6ॏeh(|5'wA{;b,#&ʾ6$?yq}<X[M}-8/ i! <>ȕpvg. etG4XPtxB.].PQWU^#ÃHKH/@BWMxIhPG#B=yғ\|ur"^l(7+oAG6rM̃ D&JW]Fw,MtmNM',{ջ5 U q͏[q &f,M|{ cLBo¦l'˵pVC@J': ~ ~+a[7G5)AHt:N֒f}IUPwowVzTh~`74v:+&&B)tG "j)_6y xmP8yQ|'ķ>w5t >{  Lmed<0HՂ{.8.1!ǣ-;BNdp.Z,I7-+CSn/i ~P)2&^n܎+dH8~*3t5@apQ4<{gPC+ |`(}5rs9Q8q%9O\v$uuld_oQ%K|Gr]Ngtx)Q;K˥Z`?/>?Zk.nD D VrF1.?zvxKM#m׋)&x]W~PȜs\$DK`Xc(Rr>&Y\Ntܴ5'ROԀ? u6*zj:ޭ>hkGb1t?q &t[i蠙 I#N",_!ޒ8gYj6RN5"Lt?xiqSQ+|54yipA{S7Gnpz[sjYr8e =$avQѧt< J&h % n^p._5hNn2ftMhږ'bN^w:J{['1iZ_z\MOk3,afĜ@&;1ХO~p< /; &梈bOG}7\AF~.y#T/^&?~By:g7_I"\MXpwQ)no ?*?pzcQrG^h}eFz?x敵 endstream endobj 480 0 obj << /CreationDate (D:20131008224635) /ModDate (D:20131008224635) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 481 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 482 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 485 0 R >> endobj 483 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 485 0 R >> endobj 484 0 obj [/ICCBased 486 0 R] endobj 485 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 486 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 479 0 obj << /D [477 0 R /XYZ 71 721 null] >> endobj 58 0 obj << /D [477 0 R /XYZ 72 250.112 null] >> endobj 476 0 obj << /Font << /F94 229 0 R /F15 191 0 R /F46 188 0 R /F92 222 0 R >> /XObject << /Im8 470 0 R >> /ProcSet [ /PDF /Text ] >> endobj 491 0 obj << /Length 774 /Filter /FlateDecode >> stream xVmk0_aJ 6ɶxlu]8mXcgv)cN()FQO>=܋b3eH .ga2&n)Bȧ{]1+~%[\'Yo]@e_FwV;"='Q2%riƙpG3~⩹Wډݏ=O00wB&iK ԡcExG|_u]7}<3\O~_\)}-E}ILA,BXcrE endstream endobj 490 0 obj << /Type /Page /Contents 491 0 R /Resources 489 0 R /MediaBox [0 0 612 792] /Parent 475 0 R >> endobj 487 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-052.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 493 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 494 0 R/F2 495 0 R/F3 496 0 R>> /ExtGState << >>/ColorSpace << /sRGB 497 0 R >>>> /Length 939 /Filter /FlateDecode >> stream xXKo1 W$W*TJ*.EHLf:n= .q#StT2G=O^a8Ng/WxDzǞ=.oٕzmÙ-fbH8j cz|8ƶq/ڜ]GAy<<1ۃa3l[*:y<<^>X[s~b|WvWt 8Ŝ>Y ke#x vLjk2NFb@p8ؘӽVVTXDP/Սbϊ8^_J +Ǵ]Y`/y]y* k{GN/v/[:'w~:Zey0XţMB~a0쨬"ֆ* \ufY[_vB?p}~nVfu} g` trbL@Hm}vsC^=cqfyۣ{a*bj=[J¢|!ފtw endstream endobj 493 0 obj << /CreationDate (D:20131008224636) /ModDate (D:20131008224636) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 494 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 495 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 498 0 R >> endobj 496 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 498 0 R >> endobj 497 0 obj [/ICCBased 499 0 R] endobj 498 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 499 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 492 0 obj << /D [490 0 R /XYZ 71 721 null] >> endobj 489 0 obj << /Font << /F15 191 0 R /F94 229 0 R >> /XObject << /Im9 487 0 R >> /ProcSet [ /PDF /Text ] >> endobj 502 0 obj << /Length 788 /Filter /FlateDecode >> stream xW[o0~WXlvD*:uҦ]RVBj;'@ &t/;@5c7%y&M;f^j6ݱ޴6w6eo{8 j)KaNsFceaHG!a s?Nt3o% gRF&3ZUV̿;#7 xY tP 7D#dLV"aԘ ۶~IU3R|l!;fWN U É>KQruE>mmU+ΰ봕n1)FۼŚk/vTӇw '[sv<Q+N)k6I߶ aK܄.i;xxnu1bWӷ{Bټnr #M !X&¬i:oKTNDw#Ϊ<ʭ $5c';Wvڿkqu!ns K WTd`_8멬tAGQ&C${ ~- endstream endobj 501 0 obj << /Type /Page /Contents 502 0 R /Resources 500 0 R /MediaBox [0 0 612 792] /Parent 475 0 R >> endobj 488 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-053.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 504 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 505 0 R/F2 506 0 R/F3 507 0 R>> /ExtGState << >>/ColorSpace << /sRGB 508 0 R >>>> /Length 652 /Filter /FlateDecode >> stream xVKo@ﯘcrtk_HAXR %@81k*X<3߼GOnL\S5(-IeFi oo`a9?7wL4?όÊ7^֬ph9h_܃t1,P䮳@o?rU^t6f"R%FAx+9Г./+ݫk?:ن0 E{eÈ h ѸNa/fr_p<.O<*+-`˔8}4|p eИ\L 9"#.s<.ETqhZ NsJf-wM;|=l>ol4205jufJZRW+#[G"mYHP6}!Lva endstream endobj 504 0 obj << /CreationDate (D:20131008224636) /ModDate (D:20131008224636) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 505 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 506 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 509 0 R >> endobj 507 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 509 0 R >> endobj 508 0 obj [/ICCBased 510 0 R] endobj 509 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 510 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 503 0 obj << /D [501 0 R /XYZ 71 721 null] >> endobj 500 0 obj << /Font << /F15 191 0 R /F92 222 0 R /F94 229 0 R >> /XObject << /Im10 488 0 R >> /ProcSet [ /PDF /Text ] >> endobj 515 0 obj << /Length 906 /Filter /FlateDecode >> stream xڵVIO@WXUcױT*AKܪF*`gQ }D7E{ߌ83'pOFáNykg4u(u v&ι]5vD bgq#UWpf7,4籚`V3[/pܹ&VQ 7,xt0anJ\v]6Idq4rĊ:5l]Up^>9N 2OG~ Y} li|C95 ]cbdvE  @VNW;%_T fu!Qyv;gsY&򵽇\Yf)Ȍx)yKP Q8(jԔ܈Iȹ QUSwv1mv0tdoA ոrj" W9/(* @ paš:mH=`vqB[^<(E歪b-V0[L$K؎dtmv!qYnF$5Bɑ<> endobj 511 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-055.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 517 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 518 0 R/F2 519 0 R/F3 520 0 R>> /ExtGState << >>/ColorSpace << /sRGB 521 0 R >>>> /Length 618 /Filter /FlateDecode >> stream xUo1 ~_qrIUP $CM{@ "4zKrw%wgW4PHAkXFuf :^9Bb + Jb+  -XW]#(1PK, =o ~tLn=hM'+j@]S&wr3߻ yI⿆k{*Kaq 4v"aqIW1 endstream endobj 517 0 obj << /CreationDate (D:20131008224636) /ModDate (D:20131008224636) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 518 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 519 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 522 0 R >> endobj 520 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 522 0 R >> endobj 521 0 obj [/ICCBased 523 0 R] endobj 522 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 523 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 516 0 obj << /D [514 0 R /XYZ 71 721 null] >> endobj 513 0 obj << /Font << /F15 191 0 R /F94 229 0 R >> /XObject << /Im11 511 0 R >> /ProcSet [ /PDF /Text ] >> endobj 526 0 obj << /Length 120 /Filter /FlateDecode >> stream x3PHW0Pp2҆@@PHTB!9@"K@=s \\]B M , , B LMLA.IQ0Ќ Jk# endstream endobj 525 0 obj << /Type /Page /Contents 526 0 R /Resources 524 0 R /MediaBox [0 0 612 792] /Parent 475 0 R >> endobj 512 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-056.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 528 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 529 0 R/F2 530 0 R/F3 531 0 R>> /ExtGState << >>/ColorSpace << /sRGB 532 0 R >>>> /Length 605 /Filter /FlateDecode >> stream xUMO0W̑=tWbʊmR+ j+ġi ڰbT_߱=NB".yo<^kPpwAPZpc5: :4[ ?{{ˍ(w(4 ~K]HX -T$TЁV+SSBّ*ҁO*P$|e`hE>vNU@cF^ le|r(pH>{#NqRԍG(QI0#h^6:mHյ:P ͅ?/#:^H"u%5i1 N G*g13'産Dɉ007qmۊͶ4/P 's] kN8ӏ8)@|-JhdCdG+YIu,3/h<#CuQ3B_hU5=O~03ڄx^ G;_WۧMy3IB$Ped}b}U4Yodǹ1|;k~žV1 *tq ;u~׵oџoav߶mf]"zզM:aeJ@40cXȴ/ly= endstream endobj 528 0 obj << /CreationDate (D:20131008224636) /ModDate (D:20131008224636) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 529 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 530 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 533 0 R >> endobj 531 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 533 0 R >> endobj 532 0 obj [/ICCBased 534 0 R] endobj 533 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 534 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 527 0 obj << /D [525 0 R /XYZ 71 721 null] >> endobj 524 0 obj << /Font << /F15 191 0 R >> /XObject << /Im12 512 0 R >> /ProcSet [ /PDF /Text ] >> endobj 537 0 obj << /Length 2995 /Filter /FlateDecode >> stream xڵZmo_!P@򝸶@6qh $(huH(r)q.@?\3,ֳ`@o_.Ng&8 g׫Yβ̮^2_r77ö/,.eY7x(n(-B}]ag(vOIf&0L0[h*8 u^9>xaPߪſ~HZ vō8;40gi«RT@r'?_y潓QeHLFMM&,'{5 klQ0I\h3mx0I3d~RU$<˒x՞b6R;{G_j{QJi$yysD'dkbp%Ndec"- EUS:zk^n]ky~Xb*BғVuH2?0+6`|ql%5'aaE$~{*r01X~eV6"@OGnE~A ZN+HG ŃG9͹ LRIZlK[j.'GʥAuf:vU.;Q`dޝpl"IB7Q vmA-JZ %}" G/C~kay?ɓH[+uJ8cl2 | ONEM| Բ( .zG䞊X.a8 ?,砢'iyձoE/$+XPF'@){@4w; ps4^_4K+g~.Ot3ږ+ʭzVo)Zgܫߔ},D5w`zclcq^=QEd5> "Lr hwF&ӌ(dP (X5 c?OcuOs@m̴A,]?L,g4UzJ\Kv!4칔d!L#d_rT:2Vc$`I}'''77>F'~V%4/ϒIp̝A`Of;2h3aFD?6"r}EÁfo5lNۤ\xx U9+K$'G7b4E짠 η\O 学5Bfr&IaD_"@e21 K{ CK˟b Y8bp{C]0;Wv;i/.U,6YM fpf8aGU^_ڪT?Ky-M _ZXǘdt6DsbsETsW"R4-?ZJykvؾKn_*V3u/ͳV>65iE&=QF^Oyk|x3'8=~NO 5If&>qfmD~e[Ba Jd62Vi xGHo:%$ XڼvLe-'MΓo$msP% n0[qq4~GO-gJGUaz.H! ͋D[ f=1] (c˷8g ɻN@{"~gi;چߓrBB+1g'y .x0jp<7EL};D%V3 !5|.^#* X lkOF!1z%I1rRvlppǧ1{#q8!5Ay?ɕNND魾ѰA18si`C? -.cyIGo endstream endobj 536 0 obj << /Type /Page /Contents 537 0 R /Resources 535 0 R /MediaBox [0 0 612 792] /Parent 539 0 R >> endobj 538 0 obj << /D [536 0 R /XYZ 71 721 null] >> endobj 62 0 obj << /D [536 0 R /XYZ 72 720 null] >> endobj 66 0 obj << /D [536 0 R /XYZ 72 613.202 null] >> endobj 535 0 obj << /Font << /F46 188 0 R /F15 191 0 R /F92 222 0 R /F35 295 0 R /F21 210 0 R /F24 299 0 R /F94 229 0 R >> /ProcSet [ /PDF /Text ] >> endobj 542 0 obj << /Length 1527 /Filter /FlateDecode >> stream x]o6=`c'QRlmˀm_ί(R2e) EGmLn3zg?DAsۑy޸F-'~;޴Z mNa\a-M~jmm mV 9br<6!pi5aH٧{Ͻ?@Na09˼On2!OK/$.چxY Lm˳L- xl4H)v$JDÿ olCѯK K1 3DL,wJ9{͹͎|BK\[8玗_Y5̤6τb_Ćúr~\*\}^_>y~X,EF!JXZ=M]z^xJ@X:4^$PZ@<NjW2]rs"f*-`ck}+}oךvV'$={Vk$Nx Nfq<:ApSj񯁮sm ?r$s_sm:Q߹*_X*z Z,=iXK[3/y|T7X]$QIH9|07X(1|BO-tBO%t~[KeR3(F D]CJqq)1Q1~mUH50oP.Eukm?RU˳\2L7 0ӊ6*.ufbH8:uO gȢ. _Y;׈œU|~G~! Ep|Q]?F endstream endobj 541 0 obj << /Type /Page /Contents 542 0 R /Resources 540 0 R /MediaBox [0 0 612 792] /Parent 539 0 R >> endobj 543 0 obj << /D [541 0 R /XYZ 71 721 null] >> endobj 540 0 obj << /Font << /F94 229 0 R /F92 222 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 548 0 obj << /Length 1055 /Filter /FlateDecode >> stream xWKFW=0t8JNܲJ0` όS6$DYJztj&6^}7~9{,⨈ -^,.~ Bf?@+@~ T',A~@=ndoZ;lb'֑ gzW(ˁ~SU?׋s dtDa+luUJ-]A^$GA ]NFJ޷@GeIJ7;9AfbYTٵY}Z=3I"JrU8U3w&SN%C?/$A342UG 貆:)mͶtu; L2Cj\@dEuY0}=t:!:\dсTS{;;Rr4# #ʃ,>%+$ B=!йqdLghCvܛ Z֤FϹjXr}vL5ݱoИ4hP}昵0+ r=!pf+8"&ժ jlm\T~kqeCÞ$ɺv-R 0IKRq^R)R)[X$Xʲ9&ePVݏZC YneXfT*w 77f7)»Gaj_L%CUHse'V̆0pVu[nO:&!ыJAAD@  n^%s -[˼1Ⱥ}X eEs*K@ jmty3l+ހ>?3ѩ:J@HI'웱ViToХV[d%p2gt+i_{\IGH_? #thNډeצ'l~'dլr2qbhTp.} }!I)&$ endstream endobj 547 0 obj << /Type /Page /Contents 548 0 R /Resources 546 0 R /MediaBox [0 0 612 792] /Parent 539 0 R >> endobj 544 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-sex.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 550 0 R /BBox [0 0 504 504] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 551 0 R/F2 552 0 R/F3 553 0 R>> /ExtGState << >>/ColorSpace << /sRGB 554 0 R >>>> /Length 3443 /Filter /FlateDecode >> stream x\Kϯtp!Xp! 8뇰קH69jAMY/~U-דON'g!&-$Q0ӧ_՛b7qo^ÿo_?>MnVF%l^M7Ӌ{tf<dY╛gӔ!o9%~m<dn)Y3;;aP0[6)61z6wHL,8k6<&)<,1Ό&IbeP;7;<qq8@Xck-|!|@Ft@n MD YsKE7ˀnFe3"YYEbO6<LVɴ#M'*~6rRG}L.xk#[r8]WG\}5x|?רrbOo@ufӟ^kETmP;i}fq<9i3`Xϝt<#,_\wm@baʣ2 CNe_DtZQ8>lԔ`Ptĕ3 ѐŘ\O~T>>>J򥧸0^/47<;%aKU$_ .5=#5a֗1]nh ܿFw&z1KKӋ[zP9wZȭmpsB[Nb&Qr}AYN7*Zm,\ DiBUrX!]vu#r&%^0&tfs@O.Cr;,AQ [cHq$P ۱KU>]vca9XN= U1j{"bN--pҰ᭦,Rw sbf8")Webk HMg0`bA<9 G1b|R PDAmB }h>I2ouѲMrMi-w{|GS@L]UěLL¬|GSzQ3 "_> {ݡ@UbCJn@kk:9͊bw%"{ȕÉg&T"+ӗ8Fv)+W̎9fcp6da\S7 &rxyX!K74&} [-)M(0>]+xd%>mʒIX(EJ#:p5V๧#Jb#HAa]G0nFͬt j8;P]i>|T׈ŋUTwj9CiPrUe3"&TGv;OlGv3/nG5͈nGux*PJ$d㟯( +XhxVl- '^Փ ŒB)-:N-P\C-U{lef=>>7~ f?Z̲ڿLꢂ1Z@+lZYdɕ"\FV"QUMEU{mMhn6ܬuyH* _*S*Y?NI(4k%< ,_NY78<t(Kpk@< WT5* ]d`Shfu|~I.qa(rQKCdדC 0N\k3]qRs R'nQ"aU] h8mJԼ;kr՝-`b4r7$l=+OX,cj # 3<]c*%"%ב>.4Ņr ¡!BsՑ ̤V\lDns 9shI_I۔W88oZݜ %DCb]~f 0yf(+gOͦYM*=Z旚M?XPl-bba5I6#zD~U/~Q:> endobj 551 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 552 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 555 0 R >> endobj 553 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 555 0 R >> endobj 554 0 obj [/ICCBased 556 0 R] endobj 555 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 556 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 549 0 obj << /D [547 0 R /XYZ 71 721 null] >> endobj 70 0 obj << /D [547 0 R /XYZ 72 204.167 null] >> endobj 546 0 obj << /Font << /F94 229 0 R /F46 188 0 R /F15 191 0 R >> /XObject << /Im13 544 0 R >> /ProcSet [ /PDF /Text ] >> endobj 559 0 obj << /Length 2856 /Filter /FlateDecode >> stream xڥYoFݿB óh thn4`AKFCJq~s8(>X|3fhtvɣ&(,Ҍ.Fy<ʣ2x>~kiƧI +|t/ kB@=YOY/0/ <56Lvi0C\(XI4WOike,1 |g ;frit9ce,M<+T=%%O׋J*DBRr"ŖB! We.o(䂓ZPجE;eZ<_׿+**Os( 0x\dWؐG/7)[aOfoy& c)Xǡr5h8xsQy_`2!$.BIѩ^#bʾ`7gꑨY۬I Dhyn0e&Ll`% xb2dXEj:)LՌWo娇Kn7v̘+465&ј(sx{p7z4 m>"q Z0[Q8 $f5Hgkq'`qUO:!w4̜z;< |]ADEh:9YK&wK ) p^mo ۅ~u;*h?t!Kˎ`iҜ m;'Vz17xuJ1`MXW{;m KweY# >er>ԒJ2Q9(Q->S[a%}1&4)W1V#P< :h [}`.kiLܥNEq}J3ӮcJ&ځzP`ڊHUeEZCv]ٍ&2oRi7)2`v+ S@ч\۷&,=&SCU(_r2~(iGFB'8r ΝHU/.aSHg'2'1jM8I%f_ #Hf͚،)?W "U'>oXrJx%Sa2 ױig݋`W};MdHޱ JއCg4^+9c*o]Lژ駱oGcdB1޲B#՟V`n#z]D{[ܧk\eݕ)ӣ|_Tī;ܥzǤВùQ1پm iKQWR7^yG\f6 j0ͻ _? eb:ZShStoyHx4v8S{.K//FNůVx# ;\rs?s~!iVp< {v;˥Bʇ8aw <}Y5#csPh4y`OhbtKPˑ)Д-FoOǣ4,,Ļ+Ldü'|@iCbF|$ r)M9PF/Bu>0*+.âOkik#a endstream endobj 558 0 obj << /Type /Page /Contents 559 0 R /Resources 557 0 R /MediaBox [0 0 612 792] /Parent 539 0 R /Annots [ 545 0 R ] >> endobj 545 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [508.592 678.219 515.315 691.967] /A << /S /GoTo /D (Hfootnote.4) >> >> endobj 560 0 obj << /D [558 0 R /XYZ 71 721 null] >> endobj 561 0 obj << /D [558 0 R /XYZ 72 602.752 null] >> endobj 562 0 obj << /D [558 0 R /XYZ 88.575 123.806 null] >> endobj 557 0 obj << /Font << /F15 191 0 R /F92 222 0 R /F21 210 0 R /F90 221 0 R /F51 190 0 R /F94 229 0 R /F22 211 0 R /F60 213 0 R /F74 214 0 R /F76 215 0 R >> /ProcSet [ /PDF /Text ] >> endobj 565 0 obj << /Length 1511 /Filter /FlateDecode >> stream xY[o6~ϯ0QG%%ҒmڤÆ{ɰ4-Zlˋ6;7P`YZHZ 5Hћi8*HUAb@m6~PF'6?)oG'Fzz %!P\-3B@b k( w/%70\V+QY5,cnj8wH+' vPP͉k҃Up.2 ~rJO21,QCi(#BQAQ453s/ .Z=D耳/MS{/6-me! M; nhI8a?0OIQ0/(p۹O¢݄Ӯ"bd!dQPdp?ٓB4q  sV$EBV:н!J-D17/Ebצ6'|n{5d{B%U^UZ0sx~&M‡])&k[E6i1jj{3r<E5_DğTOAϝ4ų^D_$bElJ.8D>I$I,FY+m{te=3dG֣'AMgy:J | cRh 9

1Ɋ'64@IY;B9𔞠sW{u}x:26d>K{rVAZjjfe wް/W3̉g!҆He4ěPk(*ۯv~}ޯK^|TmA В R)e8a(V'eJ1+>u?J@iGYkoJLūgngZB|2A$3ot endstream endobj 564 0 obj << /Type /Page /Contents 565 0 R /Resources 563 0 R /MediaBox [0 0 612 792] /Parent 539 0 R >> endobj 566 0 obj << /D [564 0 R /XYZ 71 721 null] >> endobj 563 0 obj << /Font << /F92 222 0 R /F94 229 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 569 0 obj << /Length 971 /Filter /FlateDecode >> stream xXKs0W!V˚a8-G&&m34MH=ֶʉ7;~j$H\ HlzIIJj}a2iNBӕKM;MsMcX)JF%~i$ ҭ?u2 BE d_-=|vk(0a&pR%H+GRy~IgMghJb GdY<˰M5T,"JŪ$P/KzXX}Rj҂"\rjx,: \xlhB6Wync jL5&E">?SA0cRqxO[Gx Wd>wl{սtw jU m>g2 ;;1xWyՓ4P]ʩ[R@u9`RzQYUw 6!xӽ~vPrNݠ_ʃvͯysqD>)C~;M:Lk'+dP-Bl٦{vE;nq3➞J*.s6JwW;tލmάl=K{5mL%f&Fw}[\N04-Z.aYl74vdYQ;: Ǎm/2ٮ0e]~~ӂ14\̓ǜ1뢵tk%f64T%S_wpef3z;yl$'U_)(g%%Mpe?PJjCS ݯ{es>:&_ =l> endobj 570 0 obj << /D [568 0 R /XYZ 71 721 null] >> endobj 567 0 obj << /Font << /F92 222 0 R /F15 191 0 R /F94 229 0 R >> /ProcSet [ /PDF /Text ] >> endobj 573 0 obj << /Length 1048 /Filter /FlateDecode >> stream xڽX]O0}WDH v⦑6ĴPJA]ǿߵ}8I{pc'7^0c=0gaRnDx KCj]Q/2>qsOC8RD>Pb cл}#}B߂+^jqnW Wv5.p\|~F}/87Fw$<{R? "NLMX ,{b̭[Ѹ3-iP",&U-4 #1S=hAQ0`PM]8Ӑ)BpcOJ-b4V532iou$qC:3(B;4΍[30u+ߵ_N%rR\Qj2TV55X. ڍZZ\/O5hsș AhO;C٦բ9V`, M+Ice Y_GqS,qnyV6FܖAE\_~w25wp@+ܖp_qp;!Znsڛvme~4̻Ư6>[> endobj 574 0 obj << /D [572 0 R /XYZ 71 721 null] >> endobj 571 0 obj << /Font << /F92 222 0 R /F15 191 0 R /F94 229 0 R >> /ProcSet [ /PDF /Text ] >> endobj 578 0 obj << /Length 1950 /Filter /FlateDecode >> stream xYKs6WhiHo1ti㶓dgzHr$f,Ri;oXBbt1׏?=:y#OH(GH]bqf?@?O^y94GIg@O`ޯ-v.dj1~A?r5捳yɖK|󉟌9MWҝ8Q8v#'CSc kC Ix f%"Xv3A}_}4!*B.sdٚFҕQ$Uf"'L0 A>Ulatz2B:F뜀ZGu]4tYYTZCIL?C*KEՅ%-TOG!R]+֓v#a{r{stk_l@Q17M!7i^2U+p$ ufL[0N$^f2J'd)zz$";< ?;U԰cvՎ[V&el~8nLyh{<^A{o9(œ4pMtAc}I Z-\>YJex'1Xu9 X!"C~ R H"wa|M}C(ZvB8+ռ1 ,E6]TS&HV~<"E 2XS_ā#ӴW.4ɼ0P"[%x3V2KNK WU+_jI0=H^"EVYrswÀFke9O\E#;̐3..t; R>y;8 EXFn)٘ E(ߕ+bX g(LJZ "JJVvH-Zp f_tly787 _I%M+Ӕ]%zF]*@LyaX^+!-e? Z{Đ;<NcQke5ƴ~m=`>+ 5Lݯ'(dZk}$ۯl-$z2 Oý x3 Wl8F./uGG}XwG4# S^HF:\_m>9#--lT. C X;f̙qt}ѵn1+eޯІǡ"g]b1 s+zfW?oNogE_&4F.cҮ{Yd~_X t~?( 73 %zg,,2ԝNf%{s^=; endstream endobj 577 0 obj << /Type /Page /Contents 578 0 R /Resources 576 0 R /MediaBox [0 0 612 792] /Parent 575 0 R >> endobj 579 0 obj << /D [577 0 R /XYZ 71 721 null] >> endobj 576 0 obj << /Font << /F92 222 0 R /F15 191 0 R /F94 229 0 R /F35 295 0 R >> /ProcSet [ /PDF /Text ] >> endobj 583 0 obj << /Length 857 /Filter /FlateDecode >> stream xڵVo0_XI+1 1!mӮm|$N˟wl-<}|*Op6C^"W0yg 2ׁSh+h9% ]НA{B_ gK96g.0 I#hz\VÖYv9ae3ڻiy][I{U&{K;lefþvMh #nNh[ZG@$ҽ$`Lsmm 13` cN[ VT^.%wJ2VN-M \F68wҤdNEa;chF2ks \o[8~:%z>2 l3$d (9Dgp 2-[Oeּ[}Ne9Q50 (+y6GX3q+++tkG`o18X5|[Qq"fè,rf*&]"'pmo6J҉?5XH`~Ffibtqfk ZU1r^EXWǺΑb#i9> endobj 584 0 obj << /D [582 0 R /XYZ 71 721 null] >> endobj 581 0 obj << /Font << /F94 229 0 R /F92 222 0 R /F15 191 0 R /F36 305 0 R >> /ProcSet [ /PDF /Text ] >> endobj 587 0 obj << /Length 1204 /Filter /FlateDecode >> stream xڝWYoF~ׯ`<MF($4El%R%;#!qvfvofviy֎qb '_nFM(fc_&#I=m']׳ihTƙ-DO?c*\y{ _5(E_ͨUQ}OmCmM=>5av&aL Ad;ÆQ[-Xr\pz$ 1 =_+rPW2-,JI+\6t˥[99^vGiȦZ4—J_|zf^Jcg+~G${;* I|F}y[ڶ3|DC@m/pKBIp0u6-F endstream endobj 586 0 obj << /Type /Page /Contents 587 0 R /Resources 585 0 R /MediaBox [0 0 612 792] /Parent 575 0 R >> endobj 580 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-069.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 590 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 591 0 R/F2 592 0 R/F3 593 0 R>> /ExtGState << >>/ColorSpace << /sRGB 594 0 R >>>> /Length 4399 /Filter /FlateDecode >> stream xIG+Zؘ-l dOfv'Ic`ُܫ?'[>~w_mtvo?~-mO?e4>yuK^l:枺ZۅO]|9|.M|x>W{;w'ϥ};5;^ss׭w.T=χYCpѡeԃݥ^C2peR{HK/UnJ&ӈj}~?2&vC]k*` KX-Iܫ}هWǟjق]0^c{O/6Hw_Fdm;Guu;uz K_ު]zMv2b~uk)`*s-:8_Ly= 4;8e?.@4ޑxii8oFCA[˟_3L2֓hKLj 9h=}ïܥe/Ͻy1Ggg V"w+{H7)_"]B;XG$ .xݍo=ona`=O#5>-{ c\ӻ6x%w||'l_J"ϻ,rוq%P״GF~JwӽOP|o6D<-zr?A}KCݧ毯s]+R^>4].[۵osOy{aȢ\qΙlq߶L^vdHd8abuùdc NXmxQ1.޾|ߏpo߃K2>y`Dyl'l59|gı.|1~..?P,U5c=0+Ly(̒ a(g%͹&c+ ay8/As?hm<OUaweHԇʼn/szik|Y\_c{í^+f_ۍPmjy_~Ta%WbWG[8p(\'ǴnigiC^4Ifj5m}6Gb6Q4} {7 PKb+/OM--b {^|gD~A^ ]1y6{U¿dc/%)2 gO瘯|sWx)+xFM$ _c Oxn@&>!9GjYb vf"q^h3#YF|6<-V~y[ce#3>`[ňF:>eDE\迳X KG/{i9k;<_/eS279zD"_M=ؿK-Ku|(EkO8.S_ZnuWc1ܠFfx1q1>J|Eq>fx/øD }\z'Ҟ.y7ո~$Rēp~oQ,=/^0f>B{C,K~<_+.l1b{M9̯SzG5}\\+؞h7OnQ+Hl1x/E>۳>ĎS<_3]$3?`/S40 y07X޶s0ׇ[lo}#y|^4c5@Q^SLf?o+ߋ}Tl{{FmѾ{{z=`oxOz>xhOurk}%s݇>V&{~G+{tqc{ڳn!'_F==_(= v0fs=-7t^s!|}w'|Oo7EnSǚs&S 竜OqX\\O`OӰ@<fz7jxƗ5t1 3W3'[a{zwH~|6~=߈&/ouC)ڣ4=7KGnU[>әt˽ܶ2~x\|}Oyt"fq{9xx>Q=ߏz]ydcVs~Y_<g0?/ 1˧k!m^[ X|藭gx>Xo0|gb}^&Qe_V/aTr{?>#z°|Wj}&MgwIȷVnE.^Xp?Xÿ@D=Vxz_z`K!'/uhD=kCzbSB->$|7:?{yztޣ> VTY;HX=Z=;-3 yvn)#1o4{=[C4n^Ѩou#5ꫝ|'CUb+__ou74#C#c}e+>}b/"g{3_{ ?v<#YGY+E>coc=S{|eG=]qFi~_4"ߴB݇1_DL}k_^båaUM+~< B?oybb]:fsjWao ZuGdG)պ㳷[U7FݿdF endstream endobj 590 0 obj << /CreationDate (D:20131008224713) /ModDate (D:20131008224713) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 591 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 592 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 595 0 R >> endobj 593 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 595 0 R >> endobj 594 0 obj [/ICCBased 596 0 R] endobj 595 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 596 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 588 0 obj << /D [586 0 R /XYZ 71 721 null] >> endobj 589 0 obj << /D [586 0 R /XYZ 72 307.44 null] >> endobj 585 0 obj << /Font << /F51 190 0 R /F15 191 0 R /F35 295 0 R /F92 222 0 R /F94 229 0 R >> /XObject << /Im14 580 0 R >> /ProcSet [ /PDF /Text ] >> endobj 599 0 obj << /Length 1465 /Filter /FlateDecode >> stream xYo6HlMò%@׺+EkˎX$]qa@wκv~9s6;EtnL:U':;n@-;w G+2?@Qhm{/NaHX?)K--m{ĝm->~* XS$I{v~"+}YXiը[Nv-;E Kk8n ;~{I*"^*5$p>R YbBM\,z;5Zß@&F;zyK2\e[ hAsШux?t_vB50-Ms%:>|O7MA?`9f<6HxRq J#|^gݰbJ6gclGOeu*/isk1 X66Y-؝ܙw.|a}(oނVSފyKvGg|yNHW8K4f.Hoh܁N4w\хᐶ5uk (#r1n~Uv ՉCJ@K4>a_Pb"\A\#-Vՙf#Wyϭ|켆Sz)Ṟ2u?KTWH7Hˌ9WP,5BBЉF3UG/b*To`0^yĈ:7:GaXr } OmGzDn.1 a7a:X2>w%ODmQԑsFle{5y#c๱3:@@SJڃnyyוT3x\&΁R&!Or?R0)`ڻMkrSz*u)=.6aYiikfn`iSg };8̭imMP53E^%Dͨi)|O}Ah  *r%E0^/[#NqfQ̬֬JIH c7~*4 RoQR0pr1d̴{CET[;Cyb?!W蹽Eu t" Gԃix?$ T΀TX$k5m'FUi+yM\%wYQ2$qHW> endobj 600 0 obj << /D [598 0 R /XYZ 71 721 null] >> endobj 597 0 obj << /Font << /F94 229 0 R /F92 222 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 603 0 obj << /Length 1259 /Filter /FlateDecode >> stream xX_6 Oࠉ+ɖem "P&]v}]G8rX(@ ~<:xqa&29,F B|9<lf'B JHIk_W9P@@w@H:lnc:Ul3k{ME2n"\왫}klUF}FULCX^`!G맧C_še^O(C=Q4/O4XI9Jv$̢du5L "̒`6-AQ h1-@'= X\Yt ~8ݩ,{H+mU Fr ZpWy-rrȘm;l*NE7tF.O< hElkċu(Lvk|>#MCPaExH'Y4C,PApU)>URIN+b"'fEXp㿡Պi֭9^kuA{mZ9=,kwn& Bv` w]%+`skJ8#0!|4iuJAU,4tK]::変,%6q"GJTws.az(,Ԧ(vkpx bvs.Lok#fÝ"Unf-NtG]!ƻGQ"Чkfc0/tM%f:_C*O[D%_Od,}E3`?}̾ =p,!50.XbtzjAnlE %Cu+#b/}%S|.%M <9I7[iTP9>sܡz~IJ=PAwE?Kw]w[+n}g&r/5fbŜ`um1ټӍssG{?z gv{Y2kZUg*<YޮlxpiݲOV2I3Ğń:ߓ*jX>T/yT:ft?/:ߢuN֯WL1?aYqПowzc>x]LMg!Y Џ9fˬ@j?S1"QkhWYK_zϰ endstream endobj 602 0 obj << /Type /Page /Contents 603 0 R /Resources 601 0 R /MediaBox [0 0 612 792] /Parent 575 0 R >> endobj 604 0 obj << /D [602 0 R /XYZ 71 721 null] >> endobj 601 0 obj << /Font << /F92 222 0 R /F94 229 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 607 0 obj << /Length 1342 /Filter /FlateDecode >> stream xXY6~_@"ԭcS( pd!CC)C")r.|3Gl O72ę&Qy,Y1w~3LJq:v#?!3( b(>0q& O7DzTʹ h@+zϣyAksA0ryEa&۸=KK m<"F% 嫽p FK0R]N>RV+=3J_! :Q\n4%P' H6Ev=\}Z'fٙ% m?2߷I֋1}wr碐jܥ+{s0B;'`Ha(1>=g&uXS>Б%clU@(#0>`n! @'-N0AK9~RhR/Pg &V<,:d/d5~ ~! h^V= ohîCcJlɹSAB7ۮ)וZD%n7)|4zBD\5ٔLE˴S ~yAA#%4+H5 ˜tBܪ mٷ3˕QKcNs*aREã &^?n$RU"]/BMBׂ ?5|❢A52!MEרOA0ҔƼwnr7eԩ endstream endobj 606 0 obj << /Type /Page /Contents 607 0 R /Resources 605 0 R /MediaBox [0 0 612 792] /Parent 609 0 R >> endobj 608 0 obj << /D [606 0 R /XYZ 71 721 null] >> endobj 605 0 obj << /Font << /F92 222 0 R /F15 191 0 R /F94 229 0 R >> /ProcSet [ /PDF /Text ] >> endobj 614 0 obj << /Length 1639 /Filter /FlateDecode >> stream xYKs6Wpd {ةQ?Y-5c. HK6X 7>ҮukֻK;ljoq%n­+V&ih]ڿ@x]}0&0R_=9=0vkvf #1S,xwBZ#R~9#BKOb71 *VUǥ_`ꨩ4歡xYnВ~gd۝ۗ0vw8.|M$Ms jrFV*R4aL: `.lh߰4NgĽ5f )3fJCuG9`W{eN<7K5U }vOCS-slCtuO*H5zAoqjaE-?Sփ"0 jt\P[ 9WNNu"D8d>L=5 HzIShEpHѭ`.7Z s3]'GF5}@Mo_H?x(!)5qأηĈV/k a<ü$#%b<`>:|NQ(#/`ㄹgqZ1KЗt>v<CHзs4Ae dr&)aX ]l] x3 b@g4"2C}ywi%g `ˉWŰS`u dž8_C>7$\cWݘ. jA 4Guv/1-gjShl\C~Ґ0<HIjQ٥ڔۡq8.G,X(F@2hXX-!€qKW qjBQ?l endstream endobj 613 0 obj << /Type /Page /Contents 614 0 R /Resources 612 0 R /MediaBox [0 0 612 792] /Parent 609 0 R /Annots [ 610 0 R ] >> endobj 610 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [257.404 241.271 264.127 254.407] /A << /S /GoTo /D (Hfootnote.5) >> >> endobj 615 0 obj << /D [613 0 R /XYZ 71 721 null] >> endobj 616 0 obj << /D [613 0 R /XYZ 88.575 196.233 null] >> endobj 612 0 obj << /Font << /F94 229 0 R /F92 222 0 R /F15 191 0 R /F21 210 0 R /F22 211 0 R /F60 213 0 R /F74 214 0 R /F76 215 0 R >> /ProcSet [ /PDF /Text ] >> endobj 619 0 obj << /Length 1644 /Filter /FlateDecode >> stream xڭXo6_G1%mC[dh={Pl1j[de9U0 (Dx?ޑIuF^57LTe>e]<^I,Ǽ(m{9 $ȘF+hĕEtĉ͍Y|3s&np9lO]Ot{\6o&2iR4۔{͞, ޒoe S f?s6>W?VaUq^%lBYXY{b BO!pdcX,fi0قbcqWm. Si"A/ڝj5ЮZVh9)MoM7םjelԉfq H y$RFn[r2x X;wW3d' wjĤ'DZWb-{a40X)(O2ټjd`"TںadWdgF{ř,-2-RS)ur PWbafBhWߋLsիL@ut%XhXй˷TjLRəA̜XjZT-jm%*^I2BFiz!UX}EF#X¦ˠ iC1D*!9ҡLK뽌c9,q8X yg|Ym`TNⲚtF[$(wr؈IkNR ;+NZH N`j${jIZ&xTAX<Rf3J+1+7j!'K,I(3~4}9^Wgӳ'j=hz8Kv1Әeie:n硰cεGۡŝtFYBbQgō*BBC2*~:͸o^0IױPG\y#EL_굒Qg|v[˧W 1PX;߫*;W%EVrM]ShCD djO/XIf|"Ə7Hɤ ½Cz.ϛ0CJAV|n0r9P&5})1<#Y'&w&I>KO*R>r4P픜")rG!:<zbx3K$$YiJKRgpv X>n`50|;g"WwS M=pcPjpP^)w-hSo} EI5/7zw4f d6e7KU0X,c3\3DTLb%@zgbw?zĂ YZHm,/OFsZ&Nٮ5-zf^D]eyE' Qisc!Z5!7z iWdWzdfpeSs)y G鴲wx=#o) Cȝ=0 egaǢ?9%9MM<#P\/AW endstream endobj 618 0 obj << /Type /Page /Contents 619 0 R /Resources 617 0 R /MediaBox [0 0 612 792] /Parent 609 0 R >> endobj 611 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-076.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 622 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 623 0 R/F2 624 0 R/F3 625 0 R>> /ExtGState << >>/ColorSpace << /sRGB 626 0 R >>>> /Length 5003 /Filter /FlateDecode >> stream xKq+zI.Ԫw-MIIzCæAwm.:J{eǛu׉Ҿ%;\tof=~vLU5oG{K$s@Gǻ H1z{Qnar3pWF,xfQnW=02aNZ>/t_n<>hkҙϹOa7o7ח_}?⳷b[d:"bk˹.qQ[`^[6jn`[s԰}}C%ׯ;؇\Ŏ7 Vw,Di"!pjSnM\17 JZ:>Q=9 䦽@a$.ۋ+*|c! !HO CC-AؽcDc+_~+E.=Iaq=aULu-&R}~{KC&":JKWS3E]ظ$\2+e_WN|˺rٟؽAZݟMd%W5,maRiH"E+_Itdg|hfU.vF H7s-r}bw5_wԎlʧb%bbwUl5j|wʴ˂8rɬ 9_J2߮ _QEI[Q-]ZLe]+,=~{ӓdKV_H0"Z/jCMZdRpA ]%D@~:KUvWGbGO4LQw [r%<k~v|1n. &{g{dkS' BwOGZBSZ[xBaT?(oኑUw:f~s.J3 n?~\Qܑz< Qj4JI5bȮf\%z'l'/n͹vcjd!kx\[*":0ec+Gqbs^Lyi\{7nTYxY2.Ϗl/3}~ xeg}Ќ=Xj&f\dnWMxg$R Xpu,xp>gw0kʕo1~c8{jpL .![Eth֧zeg{xwv`r9;%㞜m]?:@M6y._ .xR~&<"qNӸ|qj\} 6~dL}=s?tc17/l/_/ۗlYH6m>rygcr\j~x2 Wr5$*ݹ%c+ $ÐutVAs=hm< s%;~90jHsʉ/K\zKVMz63.Ν:s>ff6 Msw(΅[y2 X ,GʳkD9_rSΙkx}Mp{TRhςi_ʝ8Wǔ3\Ή<3ܿm"2Q<Ҭ38}d'nv7~{\蟺8 ?^`~ac][6~ӧjGDL{& vyHrgcG)wz?ʐDztK<n.r˓f:z;Wc/1~q{^Go)gR77Q  y.ujƌOj sʮG]S33h,F{G^5|]7=^5c+x9S_ F{'9?z-o^߅9x^(?ʇA|isx)[`/N=Ƈ}~arxn2v.fj12_"C>W;{ 9|3WbbO򄉋be Y/97֟b!>!׈:Y"@ 5,1c| 3]9E{Ң=e7LyR.hZB?/|R]2Di=ޢ~K٘_')^VR׈_S}z%?9u#e-wxahq/ew'ɶ_/ +G~b#?O/& _ U, NUO}:Ln?aRĻp4٘Gnn {~m?)p5 w27Ui/6C/R1 |!05]cj.(ȟy¿Se~ǡ`[dYx/- xD=2U(Mc(;o)GB/]>6c&O5{$̯D-1OI^?k>~gjLf3ެRuD{gYS_ر}8 Z"\}ܝOno@fV߿ǵގ78~p68k}<՘e0E6Σެ@\ݞ(J}ùp>CB^ʋxcX kܝ+g>/h/s/ړq (3/^}5s>6[MŸ|yݸ5^ٞlXa )?N}||  fς>| \i}{,4{M?GŹ}>a~8OKcE>9B,3O]yq|;3Y=)%-E=f>?$KW3)iѿ?̌Ǣ6fTY,B<֝LyTdo|r%x[|R]u0cx,ige|b~"{ٴJzHCyx{ڋC?;zp6yzyyޒnZ"f8>O+G_7 ^cGMS% /^x=p?%~wQ<q ho>߱XO yV^ևr?y#3<<_<@v9xQvn\G{a=xD2UqG{Y]g|Y=Z=;-4` #>+ψP)a\"V%[Az>׻'Ϋ!%zGdd|kQ>l%=wQuG*{G}87ϟ[)+ A`9CQ֊?yzf>%vwޏ0Oz<%`[<~RUeQk~ΘM~;x^ z7h|G˰7]JW[u/7 Oww|$ endstream endobj 622 0 obj << /CreationDate (D:20131008224714) /ModDate (D:20131008224714) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 623 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 624 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 627 0 R >> endobj 625 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 627 0 R >> endobj 626 0 obj [/ICCBased 628 0 R] endobj 627 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 628 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 620 0 obj << /D [618 0 R /XYZ 71 721 null] >> endobj 74 0 obj << /D [618 0 R /XYZ 72 330.335 null] >> endobj 621 0 obj << /D [618 0 R /XYZ 72 286.649 null] >> endobj 617 0 obj << /Font << /F46 188 0 R /F51 190 0 R /F15 191 0 R /F92 222 0 R /F35 295 0 R /F21 210 0 R >> /XObject << /Im15 611 0 R >> /ProcSet [ /PDF /Text ] >> endobj 631 0 obj << /Length 1262 /Filter /FlateDecode >> stream xXYoF~PI#&v XA\?VWEngoCr)QN_r3͵3K3븝N\<R,fyK7|,vU⯸mpCHa|ĊӏkMN$%#P N+>{VϜO*9[ 0] 2-7,/b~4pڈ|\S;عDmh hOBzz$[9 EG׃0?.?0<90bƺH9K"-Y'+&)_s?+ϪaW}ő^KFL:  Ea# d\:A)A8a@OpP䁍BbCy]@)`!ay[iy@j^ ҤCm+H`zN ͠u5X2{Iْ:94yXVaF)ŢjmeQ8q/?Wd7@gR t"",Igtf'! xȭ}UALϊW{ƇwDXx׷8ǿuCRKK}X)SS-MLdH[HT8힔^{E|!CGJqC'JS-@P]g{+E&Mo.W# O)Vg߈#t&%YbB|0*ucٖt)UZ*JZ-Y𜔵IZAw)XvTG>5,l$ὔi\^υM`8p\h ' &ύܤM:Qo^I44y0pw:rnF @n yIh]-TJf*./NtZ6j-mnu 5u9a.^zס rL>/Z+fEΈ0}~$7hݣ0?#b8v (\Oy) endstream endobj 630 0 obj << /Type /Page /Contents 631 0 R /Resources 629 0 R /MediaBox [0 0 612 792] /Parent 609 0 R >> endobj 632 0 obj << /D [630 0 R /XYZ 71 721 null] >> endobj 629 0 obj << /Font << /F94 229 0 R /F92 222 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 636 0 obj << /Length 1152 /Filter /FlateDecode >> stream xXn6}Wn hXQ,дE-Zow ',;ڲ!9!9]H23LhJmAHݲݤTX?U@y;Wv0,Jn@iqu \Tr-E@F5~nc@Y6_p Vt..VkIRn~*"cF4c n؏Yy$αL]Fq/&N`WNT^ShK$`idY$K#ۏA$}'>aS5 u ̕J#$'&wKbb>p@IAם~H<տI->pt"#½a,> UtHRA.ohc\+7\olfԠP`BU{4̂ʚ Suf f&#<ʶԋ *:\:pECKN?Sw,|Fbz=p"ܧ2Ǟb)[Q%J 1Kʩͺ:iVK5"5NtjMv\j>sr<Kr:9SlU$;=izfW;iK a @n t^%Bk"6s7Fkފ5`Mcj{6%͈_ډu~)rѺs[lǟ蓏S疇}ʌj-uN # X\RXnm C;['P未(WNZ/?ǔ=C N; ,$\a.3W)VԤ: 4N F۶tScCnǵUOhDZes,rlH^WM̞{KYee d JG<|' 8qW|J9K e3db^j~Ap!h#> endobj 637 0 obj << /D [635 0 R /XYZ 71 721 null] >> endobj 634 0 obj << /Font << /F92 222 0 R /F94 229 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 640 0 obj << /Length 954 /Filter /FlateDecode >> stream xWKO@WXU*6~U[Rz4= `󨌝&f퐤X]w7#%/=O VF^ԷqͶLچel}{O5? zRJk02~l + tܠ =i`jR:fTFPr}H"lgZǨ LcO`vz>p`3R*ھPŵѦp}ZIT9~Br$dJs:<,LRi5&:j0pC=K^lKYmpFNz:;:AƐNbn = CJs})ꈱ u. j#ˋ3B 䲩SZY,Fm>@% |@\֠#Jq<BBfCajw4t80~@JD- y?:n=If F఺'%X}7zݑߒZEm;ц+=zeG EL0ܑ[ǕQ"Br<uŤ]imEo歙/FQpr12pg(v>Su;2I<_$ tWF^4M^"/}d*8#`qb[2{h|1z+X$W'Ӥs+aO0L}%>;W>?} E!qܱ9Qq endstream endobj 639 0 obj << /Type /Page /Contents 640 0 R /Resources 638 0 R /MediaBox [0 0 612 792] /Parent 609 0 R >> endobj 633 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-080.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 643 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 644 0 R/F2 645 0 R/F3 646 0 R>> /ExtGState << >>/ColorSpace << /sRGB 647 0 R >>>> /Length 4907 /Filter /FlateDecode >> stream x]W#$vVEjrSU@$@U~ߏ{޳c{bǎV0|5ׇ S:%:<<-_w8M|y÷ C~zZ`Cc)ry!8ƥnT1FI{V~fm?#M_>s{!,#22uHi8<~>y>zxhJ8ӐB`%V_;RrV(q f|x!q6`ynaScj %<+{yԕh2ҕhDYƸv%Zz/Qm-Xq-8w?7z:,iD~a zt}:h֞_L?-զ}C8܉MϜּxxmRruWQrJm߶=]=NqLaHLZiMDea֛ATfy<&ӸȜg.ieB+CM\}ߺ42֥^ez!U2_Ҽaa/cY7;gbi{w~e.6N6m2d[ĭ,:m۫\uԓI8%ruꫩ`68He['@V{D'g<6*c49{0Fw4Z̻Dz3(>W;wOf#~&HegTqK*}m:ZRdRU1glҏKRGQKuҏH+XLJ_iE;VU_LJ?> HkҏRGthbUIB+(JgRG9+(-,ו6-/m̴dS9ҏD*(rTZ}igyJ$Kҏ1~>/x.PR oVIE%Z Jߞ|E)?m(}H1uJӛGt$||Ts;,I2usJ^"Ocm^Bm齄ȣ9w%Zz/!N?v?[z/qһ~$ktvt\;}Ibcd~LUGk鉃6snسk]KN] O%R-h/龄n+龄l/{?I75AGbuՄ3\[۵ӕΚfڕ7ۖv)ӊ+׉j}\y +ҕ1ҧtI$mM\鸓\k*uʳĺr IW֕́v6_Vڕk^q\['+O LT]T\?*źrv)XWU +ɾ+76Ӯ\o$]yZ[@IWHIWК+Oas\1\ThW{>Ƥ+O$]{+v*[ t&fڕ뭓Ňu)Gp֕=]9q.?==Y=ߓ]~6``d?'5['%6hKdd`V2`XTi̼T;ͪ.KeQqf绲smp@0xdQƺT w/kT6.EgEwĭ+>Zɭӷ>yIDDu{qŜj7z{'6!Lzvbc 5iMڙuAMýj otf=o&~PbZL9d=Qsng)"E>nZ1ی+;gTэ|]C$"=_L0a.U-kg{կG+1}LrEr VFx~r\m_Ƽ \l{l Y)ޗo+sg1Dw7!Lܵ@32OIR+ISsfl7E}\~Fww͛tnyzr 0; { }޾?{Εu]\YΕu]\YΕu]\YΕu]\YΕu]\YΕu]\YΕu]\YΕu]\YΕ]\YΕ]\YΕ]\YΕ5^\YΕ5^\_yse8W{se8W}se8W5Ε4`s%8Wւse=8Wքse]8Wֆse}8Wֈse8׋VeO6c\7tSyT_+s;*}s;*}s;*}s;*}s;*}s;*}s;*}s;*}s;*}s;*}s;*}s;*}s;JαJαJαJsoαJαJαJαJ]T.gprv?v9wvn2Ϸrɭg ;*Hq**(PY-1Tj1TA3Tm ^lOc/%4b*sDwr*PY8*7J:coGP#9nP%p! }3** Pi\Pg4+#~Of 9Ce<1bP~;C ; w*]qϝҠkPi CaaFN :j|fE>N*AYӬGiV#E^Gڌ ߔ{oYL_?= ڞ>ٓ)OXhqҦyÌ8Cu:mP Hm^la5@D~m/אKS箄} qK(O%jW{ O%w{7Kނy1O X]g D9[NWX Z5ݠX Z5ݠX Z5ݠX Z5ݠX Z5ݠX Z5ݠX Z5ݠX Z5ݠX Z5ݠX Z5ݠX Z5ݠX Z5ݠX ZeM7h9tcM7h9tcM7h9tcM7h9tcM7h9tcM7h9tcM7h9tcM7h9tcM7h۩2ycyr#>lhi~0[s.4Adٞinڹ=ڣr=<1Wd7ekٞ:r.KM<>a$oxq}Ug~ SίeԞw=W*Z1^Q̼fsvT+Ϫm$ޮ QiZoם-zбQ]#݁}-glO!ͬ6YƂwo~/JtࢬNwZ:YQV;*t'EY(ӝeucNwJ:QR7D鎈: QRePJ Bx(ԝ%:PV&+ %: %:PR %:PR %;PR %%;PR%E;2IAIAI@AIx+yQx?iF65ޠ&yŻ[#S2y'!b/!k˺{˟['=p['C[^|K.ׇ5g5TO_W'n~DݬܤCxn!:7tsM9&"snI7ܤCXn!*7ususM9&"rnI7xܴxܬCFV| ן}+ktC endstream endobj 643 0 obj << /CreationDate (D:20131008224714) /ModDate (D:20131008224714) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 644 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 645 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 648 0 R >> endobj 646 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 648 0 R >> endobj 647 0 obj [/ICCBased 649 0 R] endobj 648 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 649 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 641 0 obj << /D [639 0 R /XYZ 71 721 null] >> endobj 642 0 obj << /D [639 0 R /XYZ 72 309.75 null] >> endobj 638 0 obj << /Font << /F51 190 0 R /F15 191 0 R /F94 229 0 R /F95 263 0 R >> /XObject << /Im16 633 0 R >> /ProcSet [ /PDF /Text ] >> endobj 653 0 obj << /Length 946 /Filter /FlateDecode >> stream xڍVN@}WXݩ RDKPixE{33gggW9#G9[ oQ/r|TwC' T<QƹhAړ$ɂRŊ>yG3/S>qޒărc @e` a[(UqG=fWsZ-V9/X5=ы8m+ΰXHNI4g -ĽUkBo[>ů_Hb/,IR_b 2 m)J<;9DQRB%'-XHLZoDdA%ed u:Sw7%=S F7RF:j)xzʗT:-*dYu$tjO/2xVWS֪u>@=26)o0dl:iV竣Cٳl" 3K qdBNb{AmI(Q&9o]}ӽM-,UR% ۴Eo9yXur8R-K=8k6xp&o) ICK"v^h_ zKOj+VgG7!Ώ.m1Ď1_&LOxJ→/$> endobj 650 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-081.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 657 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F2 658 0 R/F3 659 0 R>> /ExtGState << >>/ColorSpace << /sRGB 660 0 R >>>> /Length 5065 /Filter /FlateDecode >> stream x]YG}~<Lz_ @!! ىH@}owW'571\OU/:˟O߾|_;?㻗I?`1T֏G:;>ꇯ޽xuWw՗^~1.J:C;bkgoWfWǯ?oiGKGgJGL9eo_߾0@xǠk=?޽=@ !?0uDO>)o{,Ei|pYYם=wkד ;[Uk؂;SS+~(Z?jlY<ޟ[7S0K!v ur dQri's*ZBISíd~;qvI< Qg1[='LMёl ȹP[u8F8+C3f/>I&UHz".a{Ad42_$DpBAV4Rwo 1C&c\ΘfF\!%)>a pḳ60m#ד,p!׉Y#T:m 0~]E%rYUDjIpGE+$;Q ݂p,RG ˈT́6ۘ%F6 5j6F𾌃r6f[ABPy2hK(I5~լBJnR`GK}c9 8YnW&,˸L1mmjuIQq =IWˠx#ZeGZ&6\^$*X+|(CKFק2~D̍kLJ`GY ]vE[}S\@OMw$-2%fx c e2\ɨxc5D XרR WfN WhkC+Y:eyZΦ!#Eub4}SڸZ]Ƣ.(7,2C'i/V8[gXNE"${_EZH(Tžw #,PyW*+ӛ\{䖲o b*ozb#-uJ,}&tH`` Pu|dWȃ!\l+4Z[HRܼ+;}ewʐ9#Ŗ6hAb<%֜3 aPD,rnblq (D"#2_'3psu˅$֡۠Ա~$Yb+{M!"-zgIc[,}Ҳg#ZQG]E~'kK)@Z=1 4ZoE /λ03R$sH$(E&L9|E$7ҷwQ.#,[*d32LYu^f 0\)dȒ7H55;6O0H1v鈊z>zupn:N$b` rEzne@8:,R*'rѣ PacvH^kQ^HI6?.e^+6woo z2; uE$ḁ 䜴L8Ұd@܏yEu޸2ѧ}+ 1S_J ^Ga>uGiCȇQc(3=I>FN*)TNH|Y;]/8p4o@R^Wٰ*_en22 ,Ww;*I=a ?, b\,_f*QY񖾦,)?^m0"Cgfz}$G$ƗKLJeR<_k2q*oK$dZYjuYr"S/.AG8x;pWe")iMca:_ 3a$ޱIÉU%׈"0Z$,y(N">˱=HfZmK8H߉oa=U\Fտ YP$;#0@2zCtԍ{-+ECV$2:XHo|vlZ!Dbth18\0e{þВPZ f܅ z3ZX$5~/_m_LV}q:Bm~h,FJXNNB?EB4oq8N-<"3^qW %%UwP??Q ~>]^~>$~>uz?_?y ϟ)ז[wT'z>O\'ϟ.(!Rg|-_[g,LqC@q ))@حGۍk:EO[O/fm endstream endobj 657 0 obj << /CreationDate (D:20131008224714) /ModDate (D:20131008224714) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 658 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 661 0 R >> endobj 659 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 661 0 R >> endobj 660 0 obj [/ICCBased 662 0 R] endobj 661 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 662 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 654 0 obj << /D [652 0 R /XYZ 71 721 null] >> endobj 655 0 obj << /D [652 0 R /XYZ 72 269.868 null] >> endobj 651 0 obj << /Font << /F94 229 0 R /F51 190 0 R /F15 191 0 R >> /XObject << /Im17 650 0 R >> /ProcSet [ /PDF /Text ] >> endobj 666 0 obj << /Length 252 /Filter /FlateDecode >> stream xmQMO0 WX:A2mp@݇(B%szg??Lb5Ug7&a8ukjJj88q[cq>"la" N'33`bٗƽl_h>$$]/26F2㹻njV*7Kڋ6[+aV7d$ðkHƉ50ys,%t_3Ac&oY\*hb endstream endobj 665 0 obj << /Type /Page /Contents 666 0 R /Resources 664 0 R /MediaBox [0 0 612 792] /Parent 656 0 R >> endobj 663 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-corr.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 668 0 R /BBox [0 0 504 504] /Resources << /ProcSet [ /PDF /Text ] /Font << /F2 669 0 R/F3 670 0 R>> /ExtGState << >>/ColorSpace << /sRGB 671 0 R >>>> /Length 70024 /Filter /FlateDecode >> stream xK&Mr_KrV/[ 2 ,HZ4eKwEOЂt[G~G]?ٞϴ~~~W\#?<J?7 jX*`Ͱ 0,iϹ~?3u8qi'7fqg{~쟍~us(.ϭo4N\Z`K߶o.l=`ug~0?K;g𭷟FjF;m 2+w< 7N\rۥ~u`~$7fqiyw~K]z߃[dzl=K>yֻc7mba6X׳Mc<'.O~;fiN\;<C{Vn_Z=iR{QO_لzg@v=??zl y+Ucy+%X\k_,.L:3?˃Y\ ?ygܝW0{g3ޘ;wvV&6g6kxr݆9isseowKYoT&6ݪL{ѳ6Ѩ=,Oab=w2M6tӧ +'gRԳ%.oz9^w}@^`֮~렽~6߿wnv;|~ؖ1W[+f9Mw>?aUϲ9?w`v6N\w<z?<}y3 \JXwNg,yu[; ?Y$=^?Xӳ-ˊK`a|0˳^ǂRKQ\2$Oq)'._Q\2XcVN\,gcv l^?D/аCW\6v2!{0K}IO\0xB˂ӃMl&K롸zP^`^\,.x}fq}ƉKM>lj3 eQKm;Gμl|~=ahιO\xyσ`Y\D{sǃY\1w=~~wϰ?`wzIs83Py|8m i0^YKMyi{M%þԃ5߽8'u>=˽.^S܊J< ۳[Y\:|QÃJ85>D3u]\]?$ue(њOP̊2``YxLE%S3]_vˉ3уM=?RUmtjU<6=X>9Y sǃBg6~U.ڻUh|[pRwr7vˀ}6wMI=sҽ|Uɰ.~-N=?~*CfUkƳC2'gWG\˯uP\[u({(.`=t,XsvƉEx!^q߭>ʞj/ {*.tV`5).SΝT?'`C{`^V8{yܑͯx4KY_ ,wa`΋ hC b;#B4M*؜҄^QlzY c }Tq@9h_by+i_ aU0sj`]r5p7CH߼W&nQV('ye H2#DsV&p *B#x)`(->dEErXEWypo8B~@x"4`A2+B2Ɯ {}AN2aMmd`J*@p5[)" Vu%|n"ԉk`޹4Cܜ{MkΠqG*%ɹ_̪QCMbMjrU=B0]=`6)KUp-BHvȹ)BvN j`e9}yl0 %4B.y(B-h$5T{a`mibЉF0|]<xHDr4&M8;tQ/XCA\etXt[z!Y&Nv1 z@р15"nÑ<!bB'j}ԑ"CTG"[WR\jCܳ׉XD<_e  <#40p EsS|%R K,\-"AλDVyDU!:fAo "7Q>fW<`V`~@gAN]HJR3ɔ>`юAV8@?ET>v(`a}>C5U޶JO'-"<*%сRDͤ5i-)CN៵xp|| boA6.t RE^#Y f,.Atz"TgG^ jp~q \"Ǯbk J z&zjMJQl[%L襩 btN* bQw袜P送U ]d<{. S(.]Y2G2#B\Ǟ;E*ec˔qm":?nj] @*KUV8YX-Ԗu x%NCd+0:_$;.:g\Ĉ&H bQwP)ĵ3x=QbE}ҩMa[ $6~1rMzMJ's6Zi }Xl/5k69%-ݬ*k g*32pK R9ơ2gTmx[%t*mV)}C44TxOYs0/Rmm#"nيS6Qg%`A|vI%]Py;뜑 ubXp^kD&2|`VVYE#A* ٵPɂ*y[u}4j ! RFLO24P-k˗/ղ\]BޛA֨:.ᭋƲh*#KEEd_*vd1xrGĴ4\h mӕ!*T- DՕ*\v,q4!&u*BՖs:OUj c Ajsu 5ҔOnmUQ1eԨ?jO t!5{Vh[]Jd5 X;KxJ%Ngz Mu^J pLGlM+xD]ǐs!3}~t*ܮv_i錋>WJYe`]e6ܯAa3PߧvJh-l9ƛ֬m"4hcBXM:ˬAZt $D&Fv.=- MZk̊n[Ѿb[B" "m &߄\4UDNbۉ_]7:H#0궐f tL^D`"4 }hS8HS"Z}IqxC\d?TIfつ+,t'>)qyA{hy֨IlV}N.؃X !Mzkl nVZÓSK2EB  FF镎LӕJ|K猶^^6DAD|W`s'xϡ Jv/ Z8nۿ *iɔ@ "| ʗ=b *x`[DR! +5"BԑFrrX#HhjC|7yq4MEL`\W6iU@BKhij_K-k_7}^ Ak35PȖ >4ZQfCSkv+?мgXhN)fUȒG_Qfyō?k%c$%gsؐmy3 qhC@Vr7/,)~N&3r]Q;)Bx`+ɶIP@w+fƏzcQk_$@'| Sܳy:[\ߴK:@6ei^-,{y=|.QND߳ڿNprlP9g('Qsy׮aN9*~X%G Q={ FdJ2Ӗ@FnA+ԡ+=a~l-2>OgPn r٦n/Kh{9wA7\lw5EXEn5Gݣv͙w[O+r>20oʦ+)0Gke`nbNzY3TaZw;n0>nޞj SZ*9l2nYޱio_%ӊo ?wŷq+ncyv-aEMڲ/o3 `y=-sNhXg/ ; WPb9Y+J$W*y1#t٣)^r!20oOm6pIn}n/'BeCyY%nj~/ ;0/ F@wO"N? R!%9ߞ *w ,hb`.PK"0%j)%~eW" *˸'ג|@oCiUԳeu:v MoCMڔ;+87h}G% ,^pO8-*`(9H&.WrM>O8_p V*F@P'fQՂ=G5{썗$NG zϽglPw:)m^i^rf8=|xR#C!:|9fQs2WNt˝$b`ۉf^w8_,R; !/b^t@ۜ-v"sY2pSjS(tsұ4pt3UJNQ`*0|~ڞ{f^s/, z{k> \)ܫ+.5d5YzO05]櫁C<{@7A =pEo8&2wٔYDzMPc[ߧvI"#/ LЉmVu ƹ }#z#^6*Ie9h!:nNVV?nۢzgd#M -l7HTZԦP3Cz'z߅Żyz`^E~(nM2p:ͤx^3xzOwDǥt%zpn`^kvWt"n| )s1J5zKj4ϠBь$wt,65ꁺ9ëLQ:L[X20Po OD#"tXܖ>zx!2JmwTkQ\NK-%jv؂SV#{5Lttһ6)|n]BW.7>%^oK ?ӑl`q9yK t >c7P'-t1Ep6DEI -hC0`D"e^}r`SY7"0 j>II$VIF,(|\ktn,TW`kA*iS;1wKYaWE^6Y{#f|Voë]+/ Rv@찲iq?w<)n^Qѽuړ*;xQӝ#R۶SռU,=èmo=]4O>dL2Ӳ,``6ᓛ*Ӵ NPA2~-M>g4 'R9Mx @lݶ B:nhm{E- cm{tP %^풹m;fi; fh`n>i;Fg .wزmHF5h0Wٶ7.`cReި",nzزm:d}g6ɒW=vhHGsP7ݶ}bds(b筢l@e^Hڶx[7% \ٚ׶7E-^X eG>x!#Dh)n^iʶDKuvܝm=p-I3"hAJuAm{8˶J}mi0ц mG?K^}6}kAԮ.Ԋ6k{;K*^L ֮Q+$"Q*] vru,b*N3E{bɶK]Bt*NmBFl۹RMZ R-mIK~'?V-17ٶ7܉0~خy~4I9[XG '=hCU$P Vxr(e[C0I%%D{ 099)Jzץm{, vAm{m&vTA(MʞkɶU m; I!5bj(RGr5/7)YmۑӤV6ꭽB#N408Z _`6ɫj &y;K ¡$>(Ojh]l`[y}d1H<ݵ`hm]fփ'Eu{ycuɵ;+Dt&P4-zSޱ^Owz ɫqf8jhWeU,afQn"5,/͵prB)૽*͵pwRXB( nVhR>$OFzfYO&FbpVYvi;Z_!j^w?WMuй}sw)4`󨧈LW=&](o`2Ks=dr7x|-eXږ=Rm+8waU҃SmF`lFIhج%.r$kd`E.7xvrdbm` zv|D<]ɾ Kw7xR5`5Cy$`~B҃2|$Yl(_{C\^0wІ k{m t" C-Q2$#Ǽ!JEFnNNq7G eHap:#$Ct!mTE..@ir(2xFr7_unN1X# A|!WrX7FHF ``XI|4":d U|%jF%]װj̐<~UzZz`]! K֭m$@z] kt+l f]C vSg3-귯gQ`XA6}=K\8ĻZNѶ2לGp @C *W((\*Wh6v j}=B]4y3ش 6AR!kAekZ6k.H?V6B*-``{rڒ{WeCkK$`l_[vZ[V3* 3$axw儿M4Rz)^W[um+ D{]yWT^PW6z]J,zHKb|뭼+oaWw󩌂+OuȾ+'vHZSwoz;i%[0iCE 6/й"d{^W :{@_C;tb?kR@exo*NGZȰ?a|;5|P:#]N\ !|?RG1I@SH@ Jo X^++.^@{x)Bg`Tr\xO&a`_7%+{-hZk$>_`q6>3c vkJAݺ9v8T\qoU-={3%{OW5'WΜZˆMdg^v6N z#ۂ•{ij|U-wb`DzTeXUDTJ;i`{5;1Ek~=ҕilP^y_M Mtη_dpWm\[as*wj`;ivc98U"Ak*Yv`'/D×<4wlsrR2MW9;L1pϯ,쁿mv;B7xXo|-YxԆ7p-AFnB/ښEDC40oIy,5p!BngaC>>\v _N_.5KJy㳼UC `$iL:WE%]E$0ey7*5p~İ t7xeM3p]yX\)>i65ozH?? <\+X.T``/yDhKz8E.@!#+ . /͟N/}4O2b-8(o"ٲ[Xe{_WBDG =_b< "8Y ,# > ,^㐻ŤQ:wt4KS]×tt%E츔U0ٙAUy()>6DP^LUkɪn{vE$[#Itkp^i(Y*/IvϮRBORR@)Ac1ȱlim+ІXnUj0U`gȔ6/ǡRIDcy4kQ`Z.5(_09#9Wr30GzK Ң`Sp(ضОFTռcq9UP^N5'[ë;Q;U$HyN1 U\x· _K@OT9:ūL98aEWu^I 6r 뼒W!|{S2x`1`v_]Yi!|Y/"I JX-ʱmypv ZBZB٢|K۰\XnHr,oHe`{B [XޞVl^߳c9y$*Z__xw,@G70 thHj O[:UZ`l;8zOE_Rw݂\N}M!qѪ SՂU XU7%'qVMqAzUܔU 7 #%QsSr*4M)|nJNB-}*ǰ|#Wg)y8Hɔ6JzZ v8s3jX*3t`gIzGZ}>Tm()F1s~ zO+r,oq^WqӤCɛ%5j9u,}Nk[qH(hK2؝AYw]"GwMc'|l5#G|»R&BxN1`RFVZjvBApo2F2p=aji`l7B-웴ꢰl50m#R{qNް|y+ɻ[zܬ{PZ ]?[FLNli Tk`_SGAҀ3&'$CE[Ut Ķ,k'-}kYwYf5qsb+?n 4pK&?n'S&`J,BAh0D"?n-xlҙ ?Fh"?NU('KWqrȌ =]W!xϥ՛ ^}DAr{i`\Ad}˝ֶ.Hhm`uSrmvQ-(;4;v'f}AAV`0`h Y̝>fkP]Iy@o tvKdR&ϙ+!{~WÀ ,X."ZM1^]ל.k4p '@pFn1r`ph?p9\s YuAQuj7,p=05xw&͆[Ӻ5)e!H{HprK:,;\#%5;\cn[(JwH!@gP{C޻" ES9O ?xw&% gp=w쪻5R;\s˧+%Qx&@Kԙv|]bUYC>խSS]֫ϐr!is! ;}FhvpjUESjIiTQSeEA/Y}3}ɞr)_t_c3-}k\v} ShaguVSƝ tgXH~[O. f N(kRݬB(xSjI xԒĞ-B:bۃt[SjI%ȡMf r'O @hvċSĵф>G'qϔSOWGp\h^1]"/1gqERtrSS ][i% `Y?x CVhFr#<y)K+!͚+X@r+\ܢLPgZOWRKv vOy `o;$ B\k/-kLmLu1}2I%!Y_Xj˽wUT.I UZ\bCdK*B|Ĺ[MK+  X#-96L\;r]R7 tLr;.—Lry$wq{000 *w܃C{ /wlٓoAbHa1{S`Sr"z4[O{/[o~_x l+p \[CJ(VE1 Eʯ"T~  t'b/PC=^=3)n`wj2AwOˋ@kZU{wvc`וCwwcx/MZ_߉a`Y_q䱹{M&YV0{u lgCRoa޽cؿOo?7/~ӏ]oˇ'WXI?F7?E ?|qÂ~Gx?{qp=_z|__8?9=.7)˿goy\΀G\=맿][byUÿyg#=騌2'}>SM1P|?ٿ'9?ў_ӏW8N뷷=,}Xs`?_ǭLN],}x#xZ?QE)_~E7ĿxXÿ~"gwylIL-Ӕr'_|wG.kR]';?*?kcqk5\Y<;ROUO?|~Mg8G=-.P\hvG8gܱ iAnK~v+}٬< w<^eM\R;^]:Imo-Mk(U{76,7M-T\Hߺr71K&˓~ʏÕU~@vTЗ}u?Zǐe}s;siڷD˾M'}M,X6Aw}+.[q!iߊˤ6;}4=GR\hs3= nW+fXk1c부7yJntݽ8\㋭=zԮ#qH3Ou'.uF.?qi~O~YC[X-Z9ۓӻ 6;Uu|9<*+=>OG~#`~ٲ#q5sc)I\Y}u0B*c).DWKq!qEƺӌOXK[=w$?V\ GwΏ,]~wlŅ$V\xflŅ~B3dfR\()ѝGΤB3PAQ^={G)8Rq9g%'{mow?YqT8.9r/Vӓw/˄~4q(.$;B(.gqT9B $Xg~jgY㬊 grgU{Ԗ2޿ ǺxV#` 4 efU\HacOt?Y#}躲<~w9" ollel?zΥ߻(1侮+.Og!{<ˠ~]q)CϮE +.d>Bs(.R)#rH|0K&a9es(.iq 9".w2²f{0躶z8HXo0NY4y?1?w)Yoy1Y{B[ R\^.Ņ kKqYޜs+.Ns+.4KvnŅX/sG{놾;􇭸LSB*_I}Qu>Uvqkw Iq!!mp'.;/,ņ|bgQh|Y|c݃u1uӁ6Q:Eqⴑis]uF\]sVҴ5x]2`om!熻).T[u |[q@mӁ60& & Q>g=K. .e=X螏9RݹK hşy] =HCqɰ/`~WP\t{(. =".aܱ^`KV"oi5W"7ghrjC = >L4#D-aFeSVh2E8-<6%XXRDY8H-1v% Ll3`@'M j O/ N+"Du,:AƾL{@н7sd WVhgJnNs>`a9+|.z}9)BTCkG&>uNц-l"yBe@28396D/8),3OLFvYSr^WrIqB YD峁E+^DWY 7(J/xg@`k`^U"y%=BiUVJv] yl>a7iyNw@oCwa-VM @nP57Ec ]*.x-j `[ģf ,b@f{hQwhho!B ]L\ .*͠t2~!2M?N9X XBGDըֶS&55P74,0)e-lpul 3Xh`Qц SYpn=HKb% 7ԼD4O}D%N/ 'ANC9op*6\;X4maӒD;G"#P[A 6{|mS V3UJz@%7a,)Xj)I4]#1 a`dF X4aU j0#I"cP$ddAV66K t " l-E4$:6o$]R!̇ V˥>707ʢ#XRvRCM JU+"XU"{.-}/M"8c_ijC߂!X(-8 *- -l"((MA4 v1NHE@(U bBp0ECg RCPZ|E! P0Y*#m 9 rHR]:  7ew |\\l2̗4#BWfDl.AJYNt [$SI|Dn3" ReRk%jVh_xfRvAN-o]J!z-uɲM=_Z–BUj?);v4ͭu:{^e$;x;qh"FZ)$;u RfT``sٰiPb]*Sl)~8=j e!V2MbuzY͡e_C lgRؚq!U\Kп`Z.!{ "iE, r50bu+C(T: fpq,h`U,O[œ"a}'1c {ac_6i7\| "BVƤ^1dF Q]* &5HWkx$4-q^bC0 VU k9R|yvXf,˝Ag;ќ%EhP凁DvԳwQۊ)\A=ݤ9@PI=KB% v1PsyJ-E^a;-EhC-沖Al˘PZU\gi11MJk< \!lZnbkPf+/0|!؜'mu".Ϧ}VD4G.kUAuY!)O үZ 1HUA@q VL[ ,yХ`ޤ* !P,2ZӤZ ل8*h.6JmM ц`uzP`nё`k=Mx@'4Q$Jp~)yܺ$mxr=k^ K7d4qՅT]qrr6ʱve-7hoXn5yXnXnDgR. -Q~C*܀xP U"B._x>bh“\ Zx.zKs蟫F ZZ-W ! Ό4} |W0n:wWM4x>V2ZH@T - ]AZգ[w*r#ydɒކ`5 ;F= KmA-D̈́+Й0oggJ\ySƸ[+Pw?L;q75ڶ40yrI%T{I%j6骤.-hJ@WSuw\JrCjIsN%91| c_Inu>o"5SGц$$;b.d !Z#Xm!i-\Rr;(EX%Wb+2~&˒p B95t@ ?Kzϩ:Uԣ^ԃDxcdؽ]Ze~nI C+;UΘ8`pk$]f<ؿ t 99<4_wxM/\)%%B ԿCv'M6 @K(nxyy%J*5`':D{lsCö́k~oǔ\1F|Iic,R3;2|f"PI<-A30;u~vηu)ٛffTN]\ODHs> R2Dc;Bg+R9%xDnj1d1a6]+#viructr}0p==gZmZmh50lU[W: VyJ)Q P SmRz{%Kz-6 zYF;0d'vJelwKλIF lE~s>5IT4_EH鉼 t3yj;HT^k`(-qLqBI~qt0#CMyz,)$*%J,nN !TSL\ gAăh %D>50SG:Z_J0Yg1; Z7l5ӤR#BpbQ^,Zkfqu"<wi"Q%6еC`:/`-TT!+nNf'@zg@:YzgS}i`:"K^ _!8*U3 E뙊 . "L@8B)_븇Q^u꼲_GAX=B4;nm-mX,~0aǧuwz<*3"t3 CKVpݮ 9>Z.nNS/)YjivXAܢλDSSŏXNUf7%QfXm`E+Ev91\ٯc9O;%t ȲC5 +51\^ ^,m;8@0.XVm'5b/igKr|Y8zajk ` $6$ "a{G 3nv`V0[I:bXZI =dȶm.^^% _0ZȶcjJnCդ#@#lU GEe۹:BVCgƷ0]`巹l{ȫ̘֒C5m/N#p7f4ixA\x#$ml׌n#./fYvcD$)Vhv6\m=-rcy\$Eil;u1 _#m$(Ceۑ6Ō9p_ȶS׌3al;7mGq3-j!N=f "cm 9M1^9}N61osA38C4@ogf(!b7ci_IDЄO&39|) ȶSEW: xe#o%C-Y+Eoȴ q[!+M*eQv֌ůr?OB O`.^0.^ӟ=ԏl;L0˸JzImCx^l>!IbC/9 NAFtf K_AYkCCcek?RkBhP_%$~䴻l{3Lve%RF|;,GHDErF͘*_J0! 5C=bUz!=4Lˆ9h z5ܡz5zOheU$=DOy|W5A|lI] ҃$蒜Gut$/>tdMl$C-}$/H#{;t1<>7 k}$ozh󾢇ԣzOj ̸Ũ'܌,S04o*hR 8ridu(x5M^+xgb( 5V5cxV0^+DdFu#6&}-+(XT&߆;&$K:Kl?{{tOB] "A$!$ Vj w"4cq&O`$ȓ(=h' 7.&JJDCMkJa&V:qֶ2h1e$`m+TRk1L1($[q5xy$Y/_~%SjXғJŠ^&W5xxږ4Xo%(_J#jrύ!KK 5x<r$H݌} Oj 5x<[ Q&_O+f 5xm!|Y oFs2бH2Z%QzHI$f *e_?W5xxP*_}G 4COFT; 0aIa҃dF\ ~QxHB riMCu&J6:M =m񈟉AL nJ V\fzQq2HT<;+C*+h ~| 9sHK)%\VʙCIBi6ƓVb'x0W7Ǔ6s`fIA4B(̸ATF(9 %=zÃ`CVq!_G:$TFBI 0"FI0'}&f٨ d8w g~ؔ5jD5!DA1B~̸^G%el:X7Jc23Z{#Lh 3&{fFC8z /.ΕaW#|'C=={!Ռ|ڮF?@#ƃRyrh:Lx7빲 v94#_V-|<.M$2MV_!|hfێ-'=; ,)4$m(H@Jv]%@NRUHi'*Ő|]ctŧ|N@lЊ|SU)0+B%uYUbcCF<}:&%4 dxgLapeecMv2~|WW|eG> Dj(|Oe(iy/o+z0_=j =j]$4-R4%i@-,q'`u;aQă酟L<ݘԯHYDoEV<+-r,J 13 p&m~CnEn) \#; _y M- %O=iR)_[ٛ庥:}4N_]}k,WҊNI9ꊾA'̤#Ѣ{@ *Z{̉:x%疌&_+_sK==>>!3e4c6)a0gF j2abML=܌y40|ƾ7%8|hu15ax4gBzS,#~ۚy/C$vL%l5 xp_(8'LO_I|(:a1͵(cSklH?BٔbXvGAМꔹ ePq|\ؙg C@mo>pBșO(7h:j$2-ٛ+|OInrHwZRGv;R ݸ0QEћeӈ8eUd Fc{ـ 9sJC~;֤ZC a֞$шNЍx &힟!Mnۻ"+{ =w3{6̭UfR qs'=]zf0`YSFo,Cp\GTgV `{\ /!gf AQB\hܖ3WH wqۉ`RERv 3ěvY4lόu8RR>Tޫp wxۢ1+ )5O-I]'^m=Z6܇s%wl hKcp^~B FwTn7Ǎ(B}$pX7|Ϟ4LiÆ^$omu\Z8l:E.m`f|9h f[} ^=u 8 :#+h0>A^F!~Ϡ@J;xc45cXPK6:@^9$m5@ u1cflN m}偸r5˩Čv=- a!-:֖#(Z[m5:/m;#(I.ٌUjO@,&=:;wt{gvș?p4o`Ņ-~:aZe:flӠ>ZbVɆS׀ScO>ߌ3c TّA~ugzC8q ĚFpxB'@kti2HC jR.Z$~gh\2ql^U+xS5 dƱ]2:؎' 8O[<KLmzHL8+;/ 2 sr͘}h!Oq|u9gBˋ5 Bm Yd]m kO؞m{lQ>3f_C҃v}-jV+>ޮnzB+ƘHg`1Zr˙x(̉ƬP,e~,k5Y!6i50UjQQ awsW Up_MH- jTR >YKMw-kaj]݌\% ԾQ,DƠ@ؤb9(~Ti{ zkQ?32 DRr/) i QrBbe.fw@-DI#ь .JB(yy(o!J^RF"UU(9$m$,0cȶCFF¯h(UE J(9Qqo08^/>%vL##ACEcKff DQ͌3 >mAH)NL"cZjfhI hJLI Aa r[(c^fBVM0Y Fxv\HXIKsht ZݟDGw`t1Xv=tljތR[,6!6bWǍ}%">QG_ -r%_'}M;JFSCJzUE[<8Ad4ۊj"4cuŽ$GUqy+x#51q6qm+]˱ōSKqfό=ˠ-R @5ɿ d[j2C=%֌FjWU3eDڌ"-!B0? px6KKӺ5ri55Q=ao] 1t7{\*=&'HOZ=AT+\"6+{TI2CIOU$C-l"!U5c=%u!1DS6xI0 -`ؒa$m$2R"cII H ķ:ՏOơDŽ5u F2ITO\4Gl -RzaBZ_IB TC%B mAD̐f>HI$HJI,ag"$xʌ=8|7%?#LXm3jLPȖe%w }+v1KQDJd:x >PA14 (,oIK(S'%!!(isOpB$2W8P%9_!%9_2RT3!"dF}1cp@5-!B#ؒz:xex 0's股ݨyaΦC߳&tB:Ϡc jI8v}! =^6e9Z2Bz0z:V?D p8zc`_=lUsgF?NOv Lm[1WQb<-((Aq$!.͈G3A0BwUo;(u|Ua f,Paf߆ 37ќ`[04CN5# MAL=4 (]gKB}6-0zpBWcr"CN}` *Y \AHɌ DFͱ@v%cc\xLkJ1`БK%䒱f\25}tX;}>a#z '%}.z ZjI&|BOeOd 5&ba7 $cX48CˑǗ$Ё1%aIh%aW֤J[nZyZh&ZRDU5fɑK8Rb ]Nu i.k]u]c>R5.*ztaw5^;hHn!]SO *%̖թA)MhR[%5iIu$tÖD/ؒc4ؒpsU90Df1иmqnC#nhhq!=n3vGt8ZBĤ5gƐh]] S5Md?50iߓ.4WZ5n=gTCuRDo:N5b ashpʔw2DFfq'`az B$9Vው}0z{јs?+Ib؏ҙ}w؝rmӖ(3cr;Bs|G4)c ̨.Z^j^m'Wό3|f3cUrcf, ~gN 0w3N͌8öWc4,f qJcXJDf$n͞Ѽmcޢfbм)YYw}Sx3C8W^+$J<3hQxՉ`+m,hQ1o%ѓkDO&|1wlee!9aeW}oD;b<5ZG6xQ|RblƘ$X5)ٌ7+ic>(#4*}桖 8Mhzr)C42zg(狟Vr12$4Dloh=rlGdw͌?|_/_[*w_/o>+[okQq /=>־))؝Zou_vx_o/˿A w]ռ×q\RG\+ds%TEECsz嘸!rLe2q c7FQNrﹲ|Lm- R)Y闻4$40|PN=lql>&5nE`}v{׌Ɵ^ˇO.mwUm7g8$-ӱ wf)$h(c &MYszlzs~\ܾýc^Ϭ~8s&gIb$c?vl=k>&:'$luw}J[_Hi4 1 /8B{lw嶧 ]SIj̓!pq7ZwN;m=op"<69YaAИc`\o@f:k PtP!6 dJlùZ8ܱIñcˋ!p%[|R7r 9f9v ΦsLȴ>X!1L>9alr=/BoSrf63Ȝ7xG^o_n0Xub_C1z~~ N_B9X pN T%5I^]c,_BV]ޱܷ̀ԺJמ3,|`4kt+{cz{=>~]1(XcRP;^mP%rǻr JS{s:A/☫'Y`V"\DWuu1'kCd0~YOG\.:SokBؚuc@-As$MsFۙGtt|~!u$ؤveRzZ)ZN= c| ëv {U'v9&֞MuBάNPNӧ b3vus%:ђVT2i|z5U KL"@IQD&+Xq ];u<l_5O]uACs “a1:$7u&zw}~[=}K{d(«o(Db4 Ij1ax)@juox>{6;GMuk_ ]B JJlJꔰX?SMjj~!6{mLq. zјrP̮Ρۖ~Jܵ_(Ho>9^ui>>^<'P"$Z\:+j3Bլ@/9txY-yd@~ctETLdjM:=ˤh|nB?޵/N;Ik:Mkn {kI&iWNotO٧ݡ]Df;~huggDz&IKc9 ʙcn?]bRl9&<jИOr )7Iien05٬opaߧS^+5Ocv֬4<| n}{/MgӅ;H;uN"ӵY8\Z6oOOlYw!s ,st Ez_NxJS O={نc$`SVTV&ћ-gszĈY5r_<rHi.{޵ZZmӹFz]s ğ_j9Ѭ~3`a=rT$/tμ"\=~r$%r2'~εWwJ9@a+#4vO$Ór ct>lw˄dA$%_yї$~  }/*4>G5ׅs8롽c_5slsr 1/bii;Z>lA/8mR7 *4˝-'=P\X;[N ΟټݹriMK~a<(>ano4?ywoG~ߝb4C-mx;ƙT ԟJ\̣R'A31`wӖ*R̸;R.&%3riCw!e%*-rQQ Mr]|͈5D':\ ǒ 4R-,!+-+%'5PT |+:N<8.(vq8H>>O1Ph !oA^EBK$&8UٌC2%:_#' i1'C,m<*$lF+^VB=%'o5ߞDRuߌ#E"3nQҌ+3nş1{?akc 1Wr'7(||QO f`)Ac% HOKͅcqxg(\\ (X}uI%?3me$fhی!qe(&ImdSk<$ t*AʳvOx `.u>;#\E) Q<$ v{҈t$3LPzP;1eD+H]7cs^#~6t7L1FwۛqJe0!g)fmWB75c>҂:X}D2PfLVuq x us (l',R ?OB P367ftYA?t蠈P@I"df,V` |9Vz_uIfo3&|*pDfA]э mf,{~0IOsT -}E|f亁f\q[p_wa+Y̱IԌMު<'h0Ҍ(FU? 8p +ƍ8L3V336DZ@|[%Ʉ ZMoAYGg$} +W0C4Fhys*.".x3m5`$8R2qjjދ]f *.V1Dkj"ݠS';ƌykUyLy vh1Tfl-3]Lyx` \fR 5㊠^WTѫى.\cHh\!3ZayA@/~H+q='1p| f ^hOš`joF>f Z0)ͷƼ߶P9|h1nNsf |r#lZX?WV@al-mT/W#לuqOBnjR@Aa H9 HXp||]Sj?5cs#ͲY|[yw'Ќ!+dӮaғ>)GQM'H2Eeiiƍ$e$ y+4v1</͕feI2(b`Xԫ9 NxJ'ky`ƺgͨxyܡ79dGpH(H(}2ץ^<3n+`&H*((7o^u3 NMafPn#i`~*jhC4,5pP0T&b<%6PTQ]bvh 9m3  L%}`R#k3pF[L#H"ei[9ČSptKT"FJ<dJ>oXHmFz*1N'=$-'ɲ`O`aAFڃf4-xdЂaձ,#MN~|}!_Y`93Q`a#S3vǽKw6|AF$5f1W}?U#dlBllľa:> F6cpԃ > oB &sa5)s>)f_>A;X];8Gn|X4dP0 /YLJX'91 0J@aPғ'N6PG3Uʁ oDAIY8$3RO|mYC1h6MJk@ 5P X51>praόAD&<Ԓ 7qa= s1Gӡh:x5,̨KߜHZRSA2#NLfIXA8*1`JO.HNCmE#au!z+gkw^Pג)jɞ ܣ{hTτ8?=\Gv-Z}NIy$o|AQ\`,[G4`OD!r8j}oGY{CЏs`#ҦcYpD>KDI?Y12]#>:,Rφoc'(cZ*=pz>;'IYI=CSV> N5n1'IhLmOڣ PV}B!wF3;!g` ~7C;*C nÍ侚̚]JF&6+3RH1#>&81ydmxdۆ<9mO^p8'SQ6:6W_oK :12}7́ȔC>N9`zHa~F@NS}30zŀ;Q+\pFm64Lfz*%*,(+&g6@|;W2R(͆s*0W2C /+HhlI9R|ha\WcrqUh.S^op I>iF@@v6XӪֽ'l`1^!V%Y3u`|0WFXjVI%wDWqyޮ_%D; RFpBHV=z0Ljzݯդߌv"&/Lua[Ge+լ4ZR#C}h&.bn'NkԶa쩢+{6όiM, #(ٮc_M9=oņ%%f$-M^?u˕!kNkB/h&[@Y!mKkd[mGR5FBHtHPެ11YG4L;/V4(}7oww}K&6킁&-#a9~arJrBܚ ^ibޞ.B͸[b|l8V6@VCB%c6wOZ{G\YM9R}=Xry{G{ە.p1{J&^r:\ࡕm9hZfٌ֞HfTM~h˸kf PI<`%D d!Iݍf91V1WبiW{#:c2_J#f1NH=;$u978׌tI t)2t#,R)p0:鶙10.wڌ5U$<'.3ݴgƔ)I%K+㑰ՌaB wJ`D;Ge$.DA yp0COuC0zp$Tʵ4: ̘8SpPkz>6c!^I[фBAP݈d f\-[6^o7'f =LջmIv&/e&DL yrLYC,̸Uȸ"D!9rXl84W*:ؽPmk`]pg3Ny ?VzDmƀA\߬G;[}r A5|lTO]C|[|$n[r AI: )XNs4 3zto$ï\KB\Kԑ،] 1zKorӦt86<G bcBPCVW<Ֆז 3\P8-ٜ!G-afP.≯[!C4\f yH,j1Q15TY]tj<-c̸q u"7c +Z%ճVCn])_6Wi@b!x]P]0z 4\\ŐWE223/9E8m3_e$3JԐ_'c ѦDm&6Ml/D;>H͊&@͂L>3W1Tino&3R>Lr мJZMP4ϾgE$l{D=j>P o.>+}% RXo!^`ռpmOB \j!ێ#ʀ Bhgm/3o k?-5-j6N #޳ӁC/,d۩{ʌ!lOSPȘ^ȶ0gaFzRvdiIuv1c䴍%m9N`:xz6\[ȶ]AmMǓ&1hY>YȶdGA&1_/ !ێG[Q&6X^dشy9̸=eD Lo21FcƱޢ6Sr-dj/#Km+Vu74\}U?JԤZȶ ⶎ(9|u@qmGpQt6J#&1n'Y!O!Or;O ۬N?9`~@n^/3WavB@K H%`UJz^r $1LC3Xө'{ݩ%sԌAkӡ{G&*A=dAk?Aleu^[:[ C[r18|iƂJDoIAa-{Ka{2ԨǨAvηvrBOL`3D2G cЫ W['9U$h JrBQKb\Mw\b9<] GgwANzhcJKkH-5#tpGrW@G(8|!NGtH85Q@ь'p_Ѥkh"ɠ;ڬ/ z5H16S6`=4zh#5 y{ }&Y:qɠ;/̤^i3n]8 GڙqDs%m+1hpC}PzЏ;$w(|dž̊ wR4yh9Bcyfɓ(=8['a1#ra#[mB6mHUK"Fq6]amT }ragtmJG(RA1>A4Hd\]0y& r$Gyg<qomۙ1VfQpRB ^q 1jc&o!9j𰤊sI\ ^AS:^zTA"hD9jFWFZ3 H`wg CF3(WzbhzzdpȾl*o8XHcA)Z$1hrP'3N @PWJL!#ih򎃰߆6\CpVmlf疊HsKF-ّ[b zyn_ޞ'ڙKgfarf{0Ρ(nO{x3{1oW 06:S`f{̚1xhCe3f>mmC7cy:%3Q!z y̸Cw1=G|$1ixRed"eFdxa]-wԌuWͨѸTwZkilcX'q<Ռuܙ90>vώbƐl3FG½1ʌA_Whtr1Y&L39^ w^f xIݥm3 wTcWDGϑ=wAK9s*1$31H֌cAf1DȾ#ZhѤ@s^3}nj flUʌE!63I4xOPˌ3 Ug.ڌѳqfL_۳1䡣u~fіu+sD+#Ϗ[+hg'f nzϕwfF}e{V$/; 0cDCVze'3+xe0AbQj4YŁ/o@g2tǷ?*iC%.; -xHSu<*@zqqOgl*hhx=C%*鳣Fti%/VB%X·=C%hz*x&\kCs xfR3chB%QIȸ80_ۙ4yj<4u6O*X*^qӈY0Y#)IYI_ rTRՍu:LGB_n>3F,9Pul/T,~쇁VKVN JfL{$Ԓlc8HX-p֚1`PP5o"Ulq[k""ZC%XRb (t XJEϮB#{̌!kBmٮ@㶝h }#F_Ϧ ֞pXۧ$'4TyG\&e!g^qԜ[T2b=Ps(UIBXX끚J]jPP‚ojN\f x3jC 18_!l 7N14#Zf(֑ Cb 譆yX!jC[5@ &ܧɏ|ZiDTB:Riu&Їķ䡙J40N}\fLj`2ĺia\5 L8HXZyVv^О}44][cܶ͘0MlA߿ٞÏ|;ћ_9s6gNGBs9s>nO֞Ï|=[2bPn%Cl LVrAے\C%1I5'-QP;7όA_ }I_ J:@ ̵l%Մ1Zj"Zz7g=nxϖ4LZjC!gێӼ Gf {\Q,UsrU*Ǵ *6F@-Z(#׌F\D$fvxƭ$R*M&)( hsQp܆(9ѿ1E4L$<(9 =*x\uvWFzHh`9 w Qr,6zܴQr#N4n5Yi[Qrb2cWdh[#(A\ŐEMC5MA\"ˈƔNv 3)Vf% ?@jRg e͘&4bXqsr%3\ a-tǩuW%Ewxt1!ρ'!.- TS; =Rnj3+NQYU }^=Lz|{ {J kD[*C2hb g][$% Jތ-u Sddriw%o-`4Zj]['ROAd71.֭V E)lR=qoc16@fm2`%ȝiF xV+ud䙅Ks)R7c {q#f r6#8h hl |hLkv?u3b9]CPGz_ύ=/| |;Q.f}3 plӏ7MƓۓRB~Ti"|wwIjBf+5ɷ+5ԝThArhIN}2;0U砨Fyl90?IXHj(>` $ Q ki80όq03:c9l\YfwL3R k)QЌ3:R5͸qqk2cx>0a1c{m;|AByMoi!C-5i 51jxJz2(p$&3 =Uj!==wy3f:reAk$)0DHko%G!2pHbM+Sq{jHuT)2U`%G^Ethc}shBm\B[vE")$ICCS@B<4B.B$R+iX!6V70J'8~ΰ13P=()-( (5j̠j7-oh53 H#d}&$l#d;Ō)P-3э# 84n[9ZZBg -IK,rYh(6P~.= =C #ѓfvOXGOv?F(?#rw3B-FOVZM$GdC 4%ATp$6H{J I @p wZoCyPC 0RW A cO6|2yH }l'F3xm0#w 3PanMѴfP9B{1D Qal 312k) C咹x4B.R Kស1\TO#z b1qJchv 9h\>Z03[?,4YZcʁ%_EK g."Fuc"tDKBJ`՚,RZ G3tq~jM~ wm 21 1,cI8ԣk A12ico+ݏzF1ˋ8nԐ..{#] k@L 퉫CJ ͨ"0F0=lIh䓢C1J¯ ȏHD@R[DƱ"ubw~*:(K2hU{$ƅ7&t$#Bfc8 } FcCŝ[3mD`NfB[r#_`xd&8p x*pb0UsN5}*̐D9SɛquQzcD1Aꤤh 5BJ hs&>Gү*Isä@o4I 'Q#E'ip9DAhL6y\U醞8 ɶdlYi N'Db {J8`UxqWΣ{hΚ=3RhcbR%IItYڋkTXc wԤ]0^"·13T{J;2h :bdqn-\A;rٓz3T{JiOP@IH= A14_lkriIj!.E9B9R9J(Bm|Cad$FW]2@45y\ [z R<99ם`'潮1w׶3H}aXf GǒVr8}gf N39zqw:XPf %|oٽtQfWWD37<?xQ÷wkƈb[iƈ@nx;2cDweÌ{ tWό3|f3m>1zVDNszR?PC3'ϜPVzpf '9?qB;N@c(2|F3Qsz[|g4oۙ$[˅^ES մ{Nٗۺ^ѧf܋rno+5 I835caյ׊,DF8QJtrئ|یwg]m,,Y2 k̻#،щwq\^8f ms:A2ǧ/K6ˆvlKf,Q,~s$09~d)讑1{/뻿wWYZ_vK}Wwew-*/g-=w_~}os# ~kW>{=|_~ O[~xˏ}/ ݄?/?w/x83ק#ߵlFߝٟ_f#O每9?wl×?|Hؿ߿Ϳ/oͱ-mo_?}P_??s<.K1Hk|?؀F"/yC89`>GͿh~vEͿٳ}_;㑉쟶OS/AƽXvqow9k_|NE>la}7'ת+Iٵ޷Oۍ1ɿ|NلֿvmR!("(T]^vLEi4]ZʁdT~»&!$Y˥Z6gо,N(޸ f  B̲]vj"D6)2/BL%$һ}w%Wv'ǰS l ELWf2^5 l蝽Ls; pm WM0.$-^\_V ;ǔM-.$-/(z o4|RFvwtMvq^pC7.?'qi[^2}dB,cwHsB/cWj5sfڋBbM&af?݌޸;Ɔ0 /^GRglr!eyGCIߤcl 1z[IMکwmxeQ\OdZzc 1; xlrk/wU6no7p56Q ˸؈Nc*B.7 ̱OlAa46=^ȅYƦb`SB0B =YI7!>7GI4+ذY^7˸Pjlq!<7P86 nc>f{޸Cuĥ@56tlVFč ~­.tn36֍S,Q~qL:;XL1Gݕϱ cej06 /RؔAq>!3fxv޸hfmGIc7`Vn@'-BecKg7W&mW\p{+`{Y^4]fwVb(׭.׭( V:nz83źg>!)HV;=mBg48̱XVqGoU:t~n"Antnqs=66 [t n~0+o^7}Ykx+j3ec&uSJM.6_m xc>%E7QPSS lIq'wCpk㊭[S72Ԭ/GV^\v^{F7Xq5+c׍.Ă',,Bm9停10C~2̮BENȀcڟ6i1mG\:mٷ6yf~< i KNѰٽ-B.w+wʺ u*XVnTZ`7C**j.l(eT{ 1 KQ!& xF.׊1no)jH768E\7i8CWxM-3 ҡ\X*F`>79x]Mw>weDsB6M aCo7bcnq1T 8CC(XZ_D\}G3X\RTnQX 7mwoYȅ`NHGۄzF).]Y-an0y1n0clc+klw}n2r[ Y]"dd i!Ӵ-`}zo1 ̬Ȉ 6#Bd}w-$Zŭ I[Aò'=CYH7ԍ6Hx}z>9È0>\A-y}P Uroen9281 JY3w}q,zS<Ģ+8Yɍ|PwZI#s[5C{ \SZр=%DŽFÈBNɝr}u;t) 8"q?bDP\ڡGQ ϙ3&wi:ݻl;%XTYQ5v8G~Ԏi'P|#6%9wPKjkOH`Иc$+d;55)FwZ#a$kƽx 18+~(Q.$ɽZY[%s{,mɷŴw( P/GَzϜw#KLڕK{%-!PLEoeAI}@#aetNCl#*Yzis*Dy1qCK&O9q{r 6cҔcK_?4Z/Io{i\=n,/|a8&G:&J={PchqcUycn DӸszX+͇ώOZGMyoIѪcy{em t8qFUwjP@hM_9ĺ1wwMч[b3~{HNJ|k/.zϻ>u;Rc؊{SU|\(.Ѵ`11nc5kzSpc}%ڲ:Dōv JM닚>aFZ̥$A^b$瘨x ɱ4؈߻k^#}~xac>.[JHsWQsEcuqîcmĴ%ȑ<_CK G%VA+i4v<N +p2uL{ C wK?!nzwmͱzGr"`O-eccu21gP1U7KƼcTgħpl- `!p q'bvwc=.4B}(c*!䎼 V0}$ 2ϸ1 frhm w1d*cBqL!]\I؎Ilł[NY/bбnos7d01Hc'Ǧϐ1r0plMr沓IDs"N?Gbc" ) MQpIP#JcXrlVh4w들2O'Yeh4.P몡! Y|'+5bƖ䔵sx<;#k9(u;ՈJ89qvXcs<_CT)`@Td>]CPԈxX넜!mil8]@cNQZঃRW$5H9fQijmǤOsKN % btQұ-u Exõ$A1gruF7鰗3:`aR/YW{I`cEDƱ*x~Qo$rLȫjpK6|Nsc>V#ׇPӻW^rsjɴybؙxX)c+~殮9&j=kL{œΜ/gU)>M\ $41̡vl:s\XC iUoՕD$:cnHwl/4.+7ޮ#nL-u ̗r8C;)uݩC׹yBN ő;'4w ~NĸآS[If;|N5sĢe1 Nnzh'J8h7.ڑluJƬqc3?5ZI PCMޭ&nhpL2wǫcbIe>Ʃ,~q a$;BRc\&Il޿pEq7ZeǺx3pqJ&+-Dž)^ҙs;)MJSb&)ws֗Ԧ:>McV۱f{9.`\RՃ8L%1qxUy3e qCjAMŖSm}%DC&n*[tccU9.wRlgt}`[pwc[K݁ *̵]7IQ-at0!foG ⬶m A*lpJT$JkT‹l< HC\[GR`XX#FupU;(DZG aN "$ z^@qCv:mnL%zhޟn s*U]RE5ձȚfɌN,\U9`=EP;<V~봘53`֬̚) Og֌M4lJ(ovLvqUg* ݔ9̖D9eP-;h\fc_NfK%X"̖ 12)&{jU0{f4zFpb?[ڳg$H޳{쇞X 2R1{~0C bTULs@0GJ;6RX8Ӳ4a4I1ep":- q]jZ XL.!؉лi9_z4/e֬%f9Y :fE)a{̱ NjƊ`ts t"6xSܳ70fX2Ɠ:ϒu\/qى@e'KrX?:x4}% FLe9_h~;1Ѐ*+%*.<Ʊ:'fZ0;4a7浘0iGa+;4dsx^ 1 'wvrL{-VXV0WtXh03_q}zD.g+|_]üӡ?:N`GSzP+ǀ+!C|?9_ֵ GArci|׮_lI_nx[…r]a]9'dGﯾx-ɜ΄MZwIS?wI]N4f5P1Ѯlמ}̇sîg\`(f촠lفŸSbv;0Fݎ+P!7e .s &K÷XX?=.aC䮲LiA {)~]pGz*wmع>,=Rb-a^_FZB1>Æٶ3ml)+~(ٖ ȝ܆[xg~Í1r/zmǬܨgtҞ*6yͽ|,KG]V^I;/Lle ˝}:`0g;Yc0vn!n_q:ޯR9Sc/Z:B3S4.w=1ugg+;cIΙ{t美SՑr|Yw/L}F|38lc2ݽkƎ0kǤ^z 67*C;&NgtEwfW5xbE|GN+%^;tlsZQ;6s+ӸPy܉S-O؋˓w1ds3 ee3̗:+YyƘ!Vtct,a<x;]J*q,%G\Jcb5Ǥ 1J ƶQcE YRiKF{}/59J|YKMf<gK]pL wٱbQX/_iU%WE<X',>[y1 XJO}gOWﻖX嘺 _q%O~Ocn}cƇȘxƎU{;.J0li|'Ofʹ^b.ȼ K>c3]& ?qXXrxR,; {%}~2_fΗ:;ϣB 2tƎ ||;~j9c_xcrк+ScvLεO֘owe%*t;?.msJuN;+ 9&RZ{oL̎Ie~nOE'UkZ꬐;U1O4_`Or OBSt~-84_`sxn~c%}Y!%ݰ6ZcG1 qlH~7k9&.c5:Q.ZKr9 2>3n{b;&.uUFkdI|"dž1j 50&?hkKZ̵3l `r2:6;[:RLǤnRk"N5: j,u$8&,1qc fF&NcXʱX۱%gxFlyk A@"*dzm9.Paܩ˱THvcZU25QٱqpX ͗VڴdשBkLih}YiM׹6\KhŲT~p]ɷAcpUJ m2!4J=Tۤ12Ɵ5ʱ}xH՝\ڧwN{Ԟ3.59,מL{ϳ4g-Ie-N,ƦayWűkV+QvaǵͷqLpJ x[9y+8 {@+ɭyn{ahk58Pk5X=jqyKcv!WkrXƘXa1 MXaٱV19,úWp/n-8>u8,3gkg\ZQ2ʭpNL+{@sz oѽ8˽k\JƁAʕt M>skrX|T8ayG?֋Rcڎ2cEұq1rq,a2 Mul=j fG]N< =RpLBExX1 ?BXy['7׎UAN 8&JV \WrNayHm%G S7N.N.;9JwTngݝ'NIl-`ha.Iul=#Dǚt/nώnwa\q-ߟJˤwU7{I%ܰ7^θ frk|=tPk9krU`PAcl]6kr`5M|kM+c8,YOoU3Rz;Day:m&WnSò:[j@[rx.gSp`;sP3=ޓ G`t86_4Kn̗Lqp0.G:4±6!ͱ>Y1X}|} #ئ'qTo2 `9.4-]!v\k2rܗEp_6r$uLMviVa-e .*wZs|qvL|0ytҩ~:gEI jO}nY+yrqjt eA:rCZv8J0?wjИə߿ء)PwLܧw_`OUk1v+I 3u>=™q!UV1(9eٮG֍ec"dri`sb|`BV:XϤa).W+1otȵh$VH (@*Qoiȵyل|@C#sk,%W5R+ jbx3ks#~h E u!,r rL|)8cǵk[gRj9\g"ef8։<2oU<`2RW rqaGc@ &2cV1µyTKM Cė?1̀:P̱t'{и̐kVԋ_!1i%A_v>ik!Bttkm-ZϤ5)c!m-ґpX~N)m-yýj'' rSG c.KrfF2>G" =>90f;9Qp6n/|xG܅H'8Fd 'V@o~lgd '\[B. ] 2-ƽQh㞻Zv3p;JXIޡggv]։lQŮ6[$me*dNMMNZwd6(-nԃ;5.9k|4#4dϝ_9ݏ2񅲟3ڣۏ)~ *|[B{.azT/=u)#;&h ;6a-wR #;I bxTq+;Bwdp˶w>T;;dXcһ2s^C<ݡ:䞙;[lI}{Jiߜwtbc춃lW*j)^ld֡ KExTH,V{)+<+9׽SvdwP; T,{q>מ˱01ޕ:ԥp;.{w:6>ul=?8,Yɣ=tbɃcbcRKcvرiڞN|c84[o|1L2c1) 4.~b8&g;rl.VRuLn7rRݓ9w Or+PkOI9&]gplMV-jN] wT:i\vv}Оz:&E[1u}Z&RXK8>9&bxJ1qL ꟎]Ƕ `%TS ӥF:bLL1ñBز=`k]d5N@|/,~Ǥ kA9wn蘔M}/r'nc+Xw^ضJac5~;1~K]Ƴ|y&wbRerLi\}7[}9Vρk3Ůl/u9_:cy1ocݏ'ט[1Ҋ׋r2R9V+:33q:ԇ}T|w\!(_]a-Mi199&%\Z,_i-kF:q5՘ΖSg=p5FV"J|Ťlz:V_SW *>3uL=y+'1;EƤRX}q.v }阘y]^uf[:6;9 K7ZK{NO}_#q:֥ 㲓9c\ncwZ{MJRƿǬʁ]nӳ}>ٝqy Xqf/|FֹZ bcULMu0'Eyt ZS5ޱZK==~eBó {NaEk {Ƭ&a -Yp6:WsL xX\+ӵ{10949RjG*̀wγFƎiXtSEڳ3bSql(zʹNLɝuDQrLthFFcr腺[ɀܩ\V-O0;lXqJvL,wZ翺J jJ g/,,39Ήp'Fe@<{wp'vNL ԽW>l\_bhW/gR0:L&TǤM3:m]נx"X:N{~e;VuAkKj˽* @Lq :Q{ҙ&b5'.UO`L%sTr1kO_ h_t`qcl{-pO,9.>,~[衽KI>hM.XieVSj%&>ӭR%ԬZM[sl~IC#[ a;r&Jg!+c%ƥ@Tp{  [KeSX[:cLCs0& `aG6r\:GtBaI؈X۬X/<&'sin tlC:7+f9.fYrj`k ȏZ+9ccK}>e>5*.p5p,zwtˡxt ˅?J'U%ӽ"{q'^Eo_:t /=U:i.t'g/=\x?deqxGczQ:wv:QӎAq]ŁgŁZzM5QxM>]Łqɭnv9. ګ"0\%zogr v3!isYg`bX knp5GjrbS~3@|& ђg a;9R=FC.dz{/Ծ/簪plK-Ic?:7F?F%I{FOTg3 Owv~b͉z_]jaSٌ?k, %{՞TՎ3,&gX|~B uQ*4C[{ 86+ИE"tj{+.:5cRMy*(g=nǬ&@ASe.Z 8V⌝%@8>N>cE1)ҜA% fbS awX[S!&Ig`֏*!~^fjVsN@l#J{e'6ӵ@c#5zc#5h*5Ljf?uZ?n YkgUpnl] z;a-*p;&M 0pd kxb'S8r2E>Ô)N96Zgg/3N9:&fBowYC.3g];fq)Cҩ!l4i %_u\9 x~}uD:]VJS4/9'`]=Ia^ӁGh@M`y@-aԾ%pٲPؤwE1 cbMޕ,5~111Fa˓w&5sl,OBȱ'TjߋcMsO0`~\=)bRW9ǥ~2.{{=p_aaR?`u`uH>B~hoy魟~{h#2;zY 2g{o?'n8c}rkP$,+.@Z3wwiuRv0zN2f }Î}n*]{wӕP ngb%&^YI%׻嘔\a\to=߫tGŎ)gk5z阺XKq\TYgԳ.8 x͙v#+#t e/jI!:UNV<֖U(xW̲rϥ᯾? ߿.(/ϗ]7JD];_ ͮ}J_A7"8 ~FW4* Fs#KEw]c_~|WZtv>CWpQΟ+(;7k2@yZ-'5MQ},H]1h_嗿~c*7_gkڂ!e_?8v oO?~yjwOx#MCc~ 3kUGJϯxv?+~|߮+o}QD ?Z~RÃG?m_ZghK ϶(|oNJ= endstream endobj 668 0 obj << /CreationDate (D:20131008224714) /ModDate (D:20131008224714) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 669 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 672 0 R >> endobj 670 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 672 0 R >> endobj 671 0 obj [/ICCBased 673 0 R] endobj 672 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 673 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 667 0 obj << /D [665 0 R /XYZ 71 721 null] >> endobj 664 0 obj << /Font << /F94 229 0 R /F15 191 0 R >> /XObject << /Im18 663 0 R >> /ProcSet [ /PDF /Text ] >> endobj 677 0 obj << /Length 2092 /Filter /FlateDecode >> stream xYY6~ϯpXEQG-nifk+M9( e{6E "s|3䐣h4E׏"u٫$$I,eQFMg OO=9fU,F.wϧ?{HEa DIlEdIP']`F8΃+豭,h>s08j-PO*J.aXЧ_~["< <ŁloSc@@!nc8[uT#j4TX-BUh2T*^oBPrFe&VFݭ(^,>DJhLS&OĀ֤|r;4?=oSx"Hqh &ke3qE|JS6C[Zд--cF* =¡&om0.5$o]DG[˞ z\vƧlm3G[Sk6z94HR$2^&؄&J_c1oMv P;H~vS _s~LU<npvlTuhfoBÆm1r;XV c駂3|w)O<}H煘 cA~בJV,E0oSNFǶeUBU y|+`mW`6_ަa;%M#\O% C7D8_i,K$qxʕHL8G846iPnQW-_a;yyx t,:QH% >&2e3 H`X(!3D,R'˸[1`i&+Ĵ'K|O\L9GN`M8dȞ`bn3P1 <u=TTg>a]i1ȈZ-9EÁE~&rBy#"ID%>Y/~*$tȤ;#V-O}M9id}ץW3 /71'P 5OuZXPlY#;r0qnM56g›ro endstream endobj 676 0 obj << /Type /Page /Contents 677 0 R /Resources 675 0 R /MediaBox [0 0 612 792] /Parent 656 0 R >> endobj 678 0 obj << /D [676 0 R /XYZ 71 721 null] >> endobj 78 0 obj << /D [676 0 R /XYZ 72 720 null] >> endobj 82 0 obj << /D [676 0 R /XYZ 72 642.359 null] >> endobj 675 0 obj << /Font << /F46 188 0 R /F15 191 0 R /F94 229 0 R /F92 222 0 R >> /ProcSet [ /PDF /Text ] >> endobj 682 0 obj << /Length 294 /Filter /FlateDecode >> stream xڅRMO0 WXV,6M{!8m찍!+ok:]0a9F\/{nNrX.6~~tD֖ځYn_Z}X? endstream endobj 681 0 obj << /Type /Page /Contents 682 0 R /Resources 680 0 R /MediaBox [0 0 612 792] /Parent 656 0 R >> endobj 674 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-086.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 684 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 685 0 R/F2 686 0 R/F3 687 0 R>> /ExtGState << >>/ColorSpace << /sRGB 688 0 R >>>> /Length 3138 /Filter /FlateDecode >> stream xK)@:&Y|^-HD `8 +û |TnΈ]ՒXshwY>-@R.6XbL<\|\^wZiƿFwO^3;ig(򧝳*FYvmm6DEf?0KhtV/Zҿ *w?X.&(N?,}>X|ZWX?rdJ6T<,v=yrv7D&x\I^uv*#i[fo9SVw9:)]=]fo9 rxrfo9ǚ[1#Q|{MaDJcŅW +7WMRAKyy|^u$i4,ˀQ~a3U0~乇\imq;>)Sk4jj8ٝATSzh!ꤍJX 7ٖO/< *ҡy(٤LJZr'&ŲcilqJtLjY\%ccN]kn}O:( MG 713#WrIl[6o:$OcV?P&)z;c ^PܹⲒWPV=,\QE|K:e[OۄiiOX\(RdAW>kQ>pf[Wpo6t*ʞ*8̎s,1ե)(C̩(ug0pT;)xSQfSC! v ZɄ( V !CaD8dKOFaHPT&73R ^S0`GI 4R0Ea@a6 TXVS0`H/Q(LS&FaO5Z1 8ǖ0MGu) F€1Q,:4)(Fa@n2 CJb&!3(L!!S UKQi}*0Ѳd(\ &0}`Np F:'z,F?sc\XKʦk0=e^~YKejvs7kz5tz^ѷfn5]:ڠWK ^ӷJQRa>U:&ڧZt*sRa>Uc? TmܶXK3O'sԘY-Ejj])O-ڠgׂ `r ^ ɑ%'ӧ0=y= :qښ012<{[@QF]4ږ1!L|EunN^!MFa ϧ($RJz2J9MGOq%ҟ;$OƖPNfPq+rc--RJiw|h`oֺ54PMmBEP eVmp孼֢NtP4s8Yc**h'Wj$aD`gJ<C3=+o+w${c˨ lB hBt*fqUI" P(w4Q)򤹁$u`8Qw,Fr~U+܍ۉC xQɓL[ )&5X!{VLύwMo`.h7+Ks%ʒ\xeIX , K%a)$,W+KRxeIx.$<^Y+KRxeIx.$,Wʒ\xeIx.$,Wʒ^Y , υWʒ\xeIXJM+KR~mTmTma$WGN""LNWgC?,+GVxeleၟ[YZ `a@-,M [Yp'ū.ъYIΛdY\ SM56,͘nQeo(^}$pš,mIU5ة\#m?ϯW/_=<|xY?||__~9/yyk8 endstream endobj 684 0 obj << /CreationDate (D:20131008224715) /ModDate (D:20131008224715) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 685 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 686 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 689 0 R >> endobj 687 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 689 0 R >> endobj 688 0 obj [/ICCBased 690 0 R] endobj 689 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 690 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 683 0 obj << /D [681 0 R /XYZ 71 721 null] >> endobj 680 0 obj << /Font << /F94 229 0 R /F15 191 0 R >> /XObject << /Im19 674 0 R >> /ProcSet [ /PDF /Text ] >> endobj 694 0 obj << /Length 293 /Filter /FlateDecode >> stream xڅRMO0 WXV,6M{!8m찍!+oǫ=V&Tys"<¹B,Ɨ0oԋBSEb?[EN[uM϶uSlD3CDaH |4":]0q{=Wm7X'c,K?P:ΕڃvYn l?I; endstream endobj 693 0 obj << /Type /Page /Contents 694 0 R /Resources 692 0 R /MediaBox [0 0 612 792] /Parent 656 0 R >> endobj 679 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-087.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 696 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 697 0 R/F2 698 0 R/F3 699 0 R>> /ExtGState << >>/ColorSpace << /sRGB 700 0 R >>>> /Length 631 /Filter /FlateDecode >> stream xUn0 +xlaEQku@ b`"EҢI(\#hb|{),^ @բ׶X9=x2`20~_CW_s{~ K# bj -8XqECO J(mlA!9\d}UJ;uKacRK cI&QIg>CHщYr2C{cb`pAV,>k& v5H\hIЇcf)Cqw,h ~s-Z4%llX۠ŷ=~0_??v3YNpA<рl?QDR}l࿶~ofgȡWɳ䕹19 endstream endobj 696 0 obj << /CreationDate (D:20131008224715) /ModDate (D:20131008224715) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 697 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 698 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 701 0 R >> endobj 699 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 701 0 R >> endobj 700 0 obj [/ICCBased 702 0 R] endobj 701 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 702 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 695 0 obj << /D [693 0 R /XYZ 71 721 null] >> endobj 692 0 obj << /Font << /F94 229 0 R /F15 191 0 R >> /XObject << /Im20 679 0 R >> /ProcSet [ /PDF /Text ] >> endobj 706 0 obj << /Length 294 /Filter /FlateDecode >> stream xڅRMO0 WXV,i6M{!8m찍!+oǫ=V&TysZx JDz[@_¼Q/ʚ(yWjH/pڪkz5M IQZS ~vtP@}8e,%| Y [_ O%a.4R-tM +=BpSo I}IǠ13>a?F4㙎8D\G#ze 7zsvu=":Wke.~j O@ endstream endobj 705 0 obj << /Type /Page /Contents 706 0 R /Resources 704 0 R /MediaBox [0 0 612 792] /Parent 656 0 R >> endobj 691 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-088.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 708 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 709 0 R/F2 710 0 R/F3 711 0 R>> /ExtGState << >>/ColorSpace << /sRGB 712 0 R >>>> /Length 687 /Filter /FlateDecode >> stream xVMO1WLJHJRxD+ eod}:XB\B ?s#z !;F?,8rQFp^{Q+&r7H{¿zu =ao+=cP-4Ԕ4 k|V9̇3' ~"^CYðcP}IJќKkVV&Rh9 &0ШodFRj,:),bGa]DqWcPQ1{\ 0UmUmU}]'Q8=9=Z6u^Za\rg,!W23_`]g~6|Iw6a*j{Vuڍر\+Nr\}]!w'7cx8zy{~; G9\y 6:zrsV㵹0֪ endstream endobj 708 0 obj << /CreationDate (D:20131008224715) /ModDate (D:20131008224715) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 709 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 710 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 713 0 R >> endobj 711 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 713 0 R >> endobj 712 0 obj [/ICCBased 714 0 R] endobj 713 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 714 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 707 0 obj << /D [705 0 R /XYZ 71 721 null] >> endobj 704 0 obj << /Font << /F94 229 0 R /F15 191 0 R >> /XObject << /Im21 691 0 R >> /ProcSet [ /PDF /Text ] >> endobj 717 0 obj << /Length 640 /Filter /FlateDecode >> stream xVMo1 Ԏ]Gz@%$$hs+I[EJZڄJ\ϻލO jjofH#xO !Ae:S [|| ҙ=^LP\dِ+S|sm}t l8[l  Qa]pLkl$c+u)r1;!+wYse۾SJ KA9!p}L2MXa~*'%IER=W2+vaY*i;] su ?uL˴hh7>f YfYh#mS ];qc55!,] &VSĽFs濖:\g-f]4v1Gxh¾g/< |lzAciE4L!5{TġY'){<{ auuvu7 4xGX؇kX==q,O.H3=ɝ =+gdRDY."ؼ$[ck endstream endobj 716 0 obj << /Type /Page /Contents 717 0 R /Resources 715 0 R /MediaBox [0 0 612 792] /Parent 719 0 R >> endobj 703 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-089.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 720 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F2 721 0 R/F3 722 0 R>> /ExtGState << >>/ColorSpace << /sRGB 723 0 R >>>> /Length 614 /Filter /FlateDecode >> stream xUn0 +xlDJkm@ `"ܢM(#H|$(\=<]D!8g #v w̻ݷZZh?׫φ;kocʈvnl'G$͋bf3{{~3I&zppu9'U_ Qb\ x05a h9w>^ab k\)vpʹ.!uC}JN( Ғt~Ht~->(WTOgNe3^Ӿe_ńu\ /+v\ g◗ۗ߻\):W@j@j_ӣvWŢKܞ[t endstream endobj 720 0 obj << /CreationDate (D:20131008224715) /ModDate (D:20131008224715) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 721 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 724 0 R >> endobj 722 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 724 0 R >> endobj 723 0 obj [/ICCBased 725 0 R] endobj 724 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 725 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 718 0 obj << /D [716 0 R /XYZ 71 721 null] >> endobj 715 0 obj << /Font << /F94 229 0 R /F92 222 0 R /F15 191 0 R >> /XObject << /Im22 703 0 R >> /ProcSet [ /PDF /Text ] >> endobj 730 0 obj << /Length 1488 /Filter /FlateDecode >> stream xn6=_!"w&YZ[v ߲cl1`˙$˾}<-K6偦x.乓Y4QF󏓣O?Y(zm؇Joh M=IsF8URaGGegd F'NwAF+INR44?r}YUKP*7`bmJXndPfE~'#aS訚)򎪊rd\TUD#S_{ w\$ wPci)e2ely)#E|[Q LϵׯXg@۪Vt*/KXS'^#8n7vq ꋊ!y_;<~l,PYv3/$y|pY+oW-k̶m Х rb>GmqjrN5p|[/eXyV:imC6"mo VK7ۚ3N"m1 D]zg3Zi "P:[R">g`8^H)NL0; gǨ?/6㴭rvnm,]o;=W@t_Y+ Ζ``*-w#';mL(]ΈMt@@wEAѸT[KKz ރMm P4aw6תTP|ꄖ^KXf'PU߻49M~lʠ,R6)wT(~D3mAIװaRjj^k_5^GgBd"sR]Q:%&+P~6;7KW8mWڋӕtb SWׁyDbLo (Sxg!M>*"P(v%i5M_\kdKOÂ:ymD 7nb۷Y)7x>i ev=D= ZfrX+#+oV ޯ fՒ>UG>{w0p Ys ,'CQ5;T=H)> endobj 726 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [135.432 456.1 151.355 467.78] /A << /S /GoTo /D (subsection.6.1) >> >> endobj 731 0 obj << /D [729 0 R /XYZ 71 721 null] >> endobj 86 0 obj << /D [729 0 R /XYZ 72 504.873 null] >> endobj 728 0 obj << /Font << /F92 222 0 R /F94 229 0 R /F46 188 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 734 0 obj << /Length 120 /Filter /FlateDecode >> stream x3PHW0Pp2҆@@PHTB!9@"K@=s\\]B M , , B LMLA.IQ07Ռ K)# endstream endobj 733 0 obj << /Type /Page /Contents 734 0 R /Resources 732 0 R /MediaBox [0 0 612 792] /Parent 719 0 R >> endobj 727 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-092.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 736 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 737 0 R/F2 738 0 R/F3 739 0 R>> /ExtGState << >>/ColorSpace << /sRGB 740 0 R >>>> /Length 673 /Filter /FlateDecode >> stream xVMo0 WƊֵ: @t1CCeC$@(K4kbI=!#<[xQmz*F v+ [q~t Ws!QJ P,w Ố0-(9 5$R߅Cǣe"JDPzeEm8yc/Q/( /Pp 6TS_k߇y..qqM|͏؁G8O H &)4lnvcsj8-xofu(m@2.Dҥr7JVR4 vJ)/Mnp rI/|_`./;yzTJ9ku|X4ɧI2‘~5r0eh@U]A`Ou-#K^Cת#c2>1fԀ^Ʀ9cAFYf`F"V2M{]Yz/pk^z/pd!qcF0j;pojc}5MQ KW:?}Z TPhÛ4}i2O.60Iwbe-jC>lr^noSjW>/{hf'?cFN > endobj 737 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 738 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 741 0 R >> endobj 739 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 741 0 R >> endobj 740 0 obj [/ICCBased 742 0 R] endobj 741 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 742 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 735 0 obj << /D [733 0 R /XYZ 71 721 null] >> endobj 732 0 obj << /Font << /F15 191 0 R >> /XObject << /Im23 727 0 R >> /ProcSet [ /PDF /Text ] >> endobj 745 0 obj << /Length 1649 /Filter /FlateDecode >> stream xYo6޿BbUö@uۡ@dHՖ\Ki,#$z l:x/O`9X:b5wlL,ߴ\6G c21fnȌt?Ñ3~_;u8~W) /?1o,ӷ|ҝ7j~e ?f1³eȞ'"EwP.c99Sq#`-iĻ^e,@rI \ܝ|2b.6G &$az#>x%%MK`,-( fRu`*fgꦦzd)N\e-^ }G $D9Y62)J=;6/:ͳLŤ ]\)5@&vdrx  3$C,A,^+hRǻ٦].RCTw9ܣsc-Sm;^@ݠOv$o3E!O ^Y)>SGS\7ȝ<a5q@"24-lɎ:KFE&"c0nTgL%!E*|Fi"_ 94k]Q\J&tA3.d`R:pu<|)eϨF~IcjY+ES~AR8$z3E1>+* ֊ L\ Vpl-D[4߅>|tZEѸ& ǯd.d,oWC:.ɰc5+51!{ο 2:@h&vB sX !AV­.`ے3UktmA~" U4G5-@MZG@#/&4Q!0kJAՙ#JT:S|URcZ,5P^\ ,7ZXUzrH21q5AK6Ua.Wq5&)2ŨVs 9`լ^bz2ݳdcR beϾ'[m)ߖfaTj Tʯg`$ |şV?0Ѩ LWˎc6C! . yT.Zb"^g>{ndՠ&+6[O{sz:~@o{pNKW)eC'*#+Rke#TܪG me]L \D|u0tr5ݢBvþ}?T4F=}kH36<>.9Aǔp atu;8fm";~PD!(O )YܭHWDv;PϜ>,mi ϟ-^T## pw#t,?iLeb ީ2{M{:Qۖ߭l)Q}[{M*" u몷N" ⻷Dl{x<|s:OѓޜW'OHW endstream endobj 744 0 obj << /Type /Page /Contents 745 0 R /Resources 743 0 R /MediaBox [0 0 612 792] /Parent 719 0 R >> endobj 746 0 obj << /D [744 0 R /XYZ 71 721 null] >> endobj 90 0 obj << /D [744 0 R /XYZ 72 720 null] >> endobj 94 0 obj << /D [744 0 R /XYZ 72 667.59 null] >> endobj 743 0 obj << /Font << /F46 188 0 R /F15 191 0 R /F92 222 0 R /F94 229 0 R >> /ProcSet [ /PDF /Text ] >> endobj 749 0 obj << /Length 1382 /Filter /FlateDecode >> stream xXKo6WA2) lu=dزƶݬ/93(RM)r8qH1ss~>`{rqp*WĴ M' V BϥZGa,@'2D5W% Bw"pIGb{CuOZ(v Fs/G}K{7O,U_PSdm9`9N#(< יt̪Ů6p݂_DYVs[A_`;>?Uk9ʨn08ԜlCl^!;|JNՕ[lT֢lU٨IP:nm]URT`_Wj#/TQbMϦ҄be&*;N)ilAk&tz؜> endobj 750 0 obj << /D [748 0 R /XYZ 71 721 null] >> endobj 98 0 obj << /D [748 0 R /XYZ 72 363.036 null] >> endobj 747 0 obj << /Font << /F92 222 0 R /F15 191 0 R /F94 229 0 R /F46 188 0 R >> /ProcSet [ /PDF /Text ] >> endobj 753 0 obj << /Length 1359 /Filter /FlateDecode >> stream xڭYK6 `+*ourUR 3;ɼ'T{$u xw@kZ|kc+wQl1JkJ|+룝8B%$U_-,O_jc>#Boєﳝ}7Q*~7 CP$?jEy)_ĚEC8;~|l5f LVZVvޢxj} ~ LsJ,2}A=/^9. Bkx݂XrR#G}[Jk5J{)! $hZ~G9HAmm;^tx͋wzͯ{~]XJKO}3` vha.#!ۇ[4vw .QBPE.+lh(i˦j_Q7`sD%86 Hv|.%ӯb1¤uP#=2N{ Z(7{h颳_t-M_ Tɋ$m4u~(`ݺ6W?2dԢ4(rjy Slo|t3+w \ :[gl9گ&Bw_~KH3`x#r|D;?a\;.B"e8uNGls 7a2lܡIxFu$ lSA8dFP`,qi6nRim&]w̒{uws^=6uw.eu_;Ē?'*d x\RXR6ڱ6E/ĖQS2 5F|O4!1gƙZtM1ܧOr>S5m#>,o>"ֵCnEA74Vփ{g5>_;)[rx{smCC.)v14ZnL0e=A,aӧӦUn%ʨf6+: aej8֣l<=#Jיq2r#p8`&N}2ѕ["}!_.$f>nfk\Cmp (_3,;ğBm`l.Dݔg}}A-G=݉ b.;gq5{usVЛ3yY7Iw*+(1`]?r^a١h&ɺR$RpI9CtȔR$)B\MF_|DsR~@"3<9(,nG @+^~R9Ibv`b;/_5/'C?Ns ޿R IV72!~Qq6O+Rrԋ-7Ѥ endstream endobj 752 0 obj << /Type /Page /Contents 753 0 R /Resources 751 0 R /MediaBox [0 0 612 792] /Parent 719 0 R >> endobj 754 0 obj << /D [752 0 R /XYZ 71 721 null] >> endobj 102 0 obj << /D [752 0 R /XYZ 72 720 null] >> endobj 751 0 obj << /Font << /F46 188 0 R /F15 191 0 R /F94 229 0 R /F92 222 0 R >> /ProcSet [ /PDF /Text ] >> endobj 758 0 obj << /Length 989 /Filter /FlateDecode >> stream xڝVYo@~ϯ*bQ-RK)*BJ7v҈.ކ¿gM7Nd*o)Hx2UXR{G^P%+?Hxl|=nnBw@f}`ֱݛπ\sS>jh~M@kZ'@a[+G dD=EM +>uq=6n2h_Vݓ{/YMދ0BBEX?QD|z4UN{{ϲifЌͽc؅tq&m_( U$4.qpB6:jY"\q|ei櫭fXZj&ʜ90^^F@Ⱦ!?Ur6~;F9pcMebM(Ϝ'gQg}E]},z+yW*?%’rm+ ;:\kV{L7Nu#+|XDQT_S|tEaxHT endstream endobj 757 0 obj << /Type /Page /Contents 758 0 R /Resources 756 0 R /MediaBox [0 0 612 792] /Parent 760 0 R >> endobj 755 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-100.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 761 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 762 0 R/F2 763 0 R/F3 764 0 R>> /ExtGState << >>/ColorSpace << /sRGB 765 0 R >>>> /Length 3623 /Filter /FlateDecode >> stream x\Ko7ϯ؝<`C-G#9R zXebUc5espχiih??5?_~N oNa.ѺLaa8 &1L_eL1ijW1I.=t4 GK,J Qnv?`߇8ʿѣ`@.3=l~YE5*=V㴕[7< q:S!ӨlL4F^edӮh\mgiit3ٴ43ٴJ{_}E5L6"_5=īSyg^}* Ļ*FNj\iU"i't_ӆҨMrp) k2t@O oP_1w7 <~>y>?Y^>mx) gQG.꯫ۛgozy1A jhQMS!l&/ș"ؚF~PJɢ wF/H'H*bkZ/Ms;x?]Ziwtnǘۜ k#FOS?eU6XZ rw:Q9Ws:zaOS -‹u@fP儍kNL 0} Fy P@m_d9+mnt[[ht*d ɦBWhWȦ]^޼|u|x/_揗W7Wr}`4}WW7XSXMt<ۻWA‡ˏWnϗOӾ9vV:z-@_Mjcj%Z5my K:a^Vk5ƺ 6Vwiɐ0SUb 7dXth <{p {ҵ *m2{]FUحk5VPѨ's;6Xܶ`ib'r="# Gbz1QѼy ^T.F?*d#mTv> أ*9K+5R ? RB%\BUN蹚(TH13|Dr@9s_! (~e Qp YCH,b2%;(Ym'tOkzCjRz:6PX8ֽPQ՞m)R#xѝG;,<(FQtgm#ՙ MNNVźӪX~!+Ϋi5W(K+M^>YoB **+([fŻP*}UƄo/>xrF^Xt/Hu\5yL,C> endobj 762 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 763 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 766 0 R >> endobj 764 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 766 0 R >> endobj 765 0 obj [/ICCBased 767 0 R] endobj 766 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 767 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 759 0 obj << /D [757 0 R /XYZ 71 721 null] >> endobj 106 0 obj << /D [757 0 R /XYZ 72 277.955 null] >> endobj 756 0 obj << /Font << /F94 229 0 R /F46 188 0 R /F15 191 0 R >> /XObject << /Im24 755 0 R >> /ProcSet [ /PDF /Text ] >> endobj 770 0 obj << /Length 2091 /Filter /FlateDecode >> stream xnF=_}PVȥ$E6P%1D_ߝcKzu8ݹgvfd蹽W\~?;h,žp;y/Ibw丁2]$A? }џ' _Q>n`xqvm _\ Gnht}%jV5_3xϋϞin } K Ӗ#ӳg@v2ƞMaBEhܶP2PeQ4 mRn$av $"=ͬ43ɚ(%>w] ^/*%lxPJL ),aiOՀrʕm1 R,k(r˵In-$$ 񒾐 %jݔxQEN 8TpMTa(*kB2gIȥSo QTu,[&6rɩ'1ԾW@w)pD"Էoe"IEk9pJ>vuմ:{ .:hD=!Qz M$ Q J^+50dX `]'LNF0(ɑ㰿8lD`nFn&ƽ:9zJPpȪ\-.P/A@ye+ʠr)лiE^匏 u*wN4W¦L\ x^c SW)Nv @;jRTe,rӚ}[]ՙ%%C0fj\ '#OAh Ҍ[)UFP3[mN.Njܬ}~A$ ^ 4,Q$"izA #ca*)ܲL97-#}eAQH3Q |_msTg1-k*OK(jڬo`zR&3Z-%6[p8ΌT7Up o0j"3_m9a5Ebǰ_dXu&~g\8*x42{bՋOo <ONæʤ6#&i6.}ܥ_ױޘtpbK. f(8(:K}AW"vq 5x.S. Z IG\)6JPkd(5q"dg[(+<越^ G+ej cVA=#$ b&\Y[^DWqxd;זy|g|p.#+$$] F:^ 6'4.Q^g'EeŠ yv 1k~4#<ҵrn(ʗ &ѩf6Q6=$Swn4ڬBThP5W0XiHh5osKbjQSՏ ~fQ]ԍB6LRp֖c^9ӚcZw15W§FP-ˣ9+aM\!҇ AM%;+BǸZCc`JyUDžrCJ-.B,U#DS}_pKʶ:p/S^ǭSǻB (1c:G| gEv,=?'3UOupoD0]{$TnL1gL~> endobj 771 0 obj << /D [769 0 R /XYZ 71 721 null] >> endobj 110 0 obj << /D [769 0 R /XYZ 72 513.079 null] >> endobj 768 0 obj << /Font << /F15 191 0 R /F94 229 0 R /F92 222 0 R /F46 188 0 R /F35 295 0 R >> /ProcSet [ /PDF /Text ] >> endobj 774 0 obj << /Length 2333 /Filter /FlateDecode >> stream xڭZYF~y# d6NX#3@ PS"Jvo]lRGAfU_]`ׯ~d"_GI8{\pDjB04_43WީqCT\+Lt_;TAq0[Θ9"L;Bc'~ T@Ļb(vVFx0?+^fVO]?b5| ͟瀀#([nijy9 MuXa=Ef͓:H]p)G28pADIMX^."BruI}kH!hXF&)y:l'` vx3W%r0< b!ĩdL;[$*ۃ8Oє|\&Bm-@~P~(%7o^$m+\Јvǝ"ZYUWABּ@Oiv'8\qh 5L?k8}n/!) YlSV8,>`>S(j%窸}j<߮;#nڌv{=DCUqP=o$<3cqXL0,B)GU+er|,Nœ}0G -ѕ-Dqpr 8~@Z.@Nb̠CG tNx2KڵLl)je#iΥOL;jb-)ٗZ䠖·M?YudcG:$8}(nNr53} %h!o)el;H,n`OT3vEa99rrdEyo:V?dS rCB8cA*5 ̄MgO3\8 `Ɂp;bxX",肉f ^Ulΰ6jiHL &:Ncxc /fG^Ύz09D;aphQv$f=mFʀ\?u2T_\?#g*n$ ɤn 10i-TN63 ޙq}@5.0Uh|8{8k8 c;{6ɉ5uǩmPl4P=lܴ59?U 2Ŭ-C>xA,N_!0ΊθhSk&a+/Q z%Y w d1~Tѿ./ALz)dEiD 21|)gEQ8LUtW\/&S:06ډ{VwQ \pe{ٵ\ $ 5lX-ź 4e(y,+~nPv9BĆ~ӡXs$" Kۜc'M6%K ҭBKu˛x]J [ veȯTp.(tM]!F6җIsw@n:H:%ܝE'C" Opő{e4^Ac]%ƶzStX>G )G[n^`^±Afy{Jj3%1V\z뉋{dixۛ6W\OыZ(CYF@v sVV#Me|GDF vc(?hṭWsaZd8QS% ܡ0ŧ2_^>`l[SUblߚ薗*SL4U&2-d{ӓ i2 *EJyЅCd劄*nsaaҮLʒJ'0p2 :Z&)X?. XS'>1GuX3>Dߎ?ib/v_\S%kGNDe%[ۄ-E|sBDJ鍣98[~p0c$Mtesa%8Nf靐S99-F9opoDz(e-dM%IG@E9x@/z?삌 KywE^5rnɸc>oqy1$\)wp$d̎u!6 Nc]y㻽f}M`f]7|j1Vvu OblBV;޹/o,j3ʚW%WTW,6k$ʱKsɫ': }nS]:nH4r/w 0a,M5fCa04\֏y) aN1%2 endstream endobj 773 0 obj << /Type /Page /Contents 774 0 R /Resources 772 0 R /MediaBox [0 0 612 792] /Parent 760 0 R >> endobj 775 0 obj << /D [773 0 R /XYZ 71 721 null] >> endobj 114 0 obj << /D [773 0 R /XYZ 72 720 null] >> endobj 118 0 obj << /D [773 0 R /XYZ 72 640.383 null] >> endobj 772 0 obj << /Font << /F46 188 0 R /F15 191 0 R /F92 222 0 R /F94 229 0 R >> /ProcSet [ /PDF /Text ] >> endobj 779 0 obj << /Length 1160 /Filter /FlateDecode >> stream xY[sD~ϯ쩭j[LiN6<0iG1_R[v;GW3Z;فۓoNf~dwvM"od~ەwޏ4 ԔDX`YJ[~Bsq\͍鄞g/I(4$s,3m99縙g֕'7%QA*E|-ExA!ZD?ҀWDD7/Ds/s[sCOtI =xWs`*FD.#i9q!l2 +rX:I8lsS $H?zA'j<C19\~Gh9SNܪ`\>*?J[by(/Rn!ee$B~+,̮k۶2 W.fi' `PnJx%v[@5_LE"u5U{Ȯnnm=5:՝j-?$ڎCl{WFRW!vh0 Ize_Ŭi+RkPWpj3u,"b6CJxny \mEoF#IVޑrSLjPYEM3nP& w6CS@qOdY Pjˬa༇S}EE序,g{~:~5G||XQ&^Ü`Gr4[솕=w7͇nS[ع-j[*Noa ʮ+ jB9C\ap>ts`ypނ.wJ]2@/L6(png !HsVjv66dz?EnVo¿q^k ӳuNuѹ5Xa@^q3qv͑Սv5}eWGw7ok66n'G.qk)f}l`!W^`w };fԌ ]3g: a]GsG\`R U&VWݚ v.8߂[K Q g:1c}a> endobj 780 0 obj << /D [778 0 R /XYZ 71 721 null] >> endobj 777 0 obj << /Font << /F92 222 0 R /F94 229 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 783 0 obj << /Length 1695 /Filter /FlateDecode >> stream xڕnFB+f\-!p=$9PK$J8kD z_3YlݍQ,:_*nݨ*9Fx~g|fN;ݼz}UQZgwYU-3kM,,Η-?LLZn_ɦ$L-Y) L<5nÜot326ǣlΑQ9l;JILj\QsbjHc4H>HKٓ9O(ОI(9=[; u#=}Q2`ꭎPMKJ!gtQsWH5JsΆ@I'7أ81#09 !g1D5uFr&o6F)oN#9&6=X%%peؒ"kгWxѥj7<,r<&@C4ƢEyʁK_U J9 5jHLi")1rU*\X _)*~U\Φz"IJc,9:Ϧ]P(%T~6%@P,%)ђcv)Bh;RhSli  % $?m+A4WgY=!kܞ0-xHzup2nJ95H%MeRy`7:J9KLA' ":2ʮ"Tga(uQ29YIQ>WqvkvqP *#7v0kW^ՅV fDsA#(PXx0K^S\2 i'8~JöC94a/XGmt5t ,0ڌ{IM7A '^̣`>K! 8N֍ 4|%o(WsM 7˛|{w4VZ4@T|yop"5f;0v7kҏBmr{ *v+ٿ4<ݷCD"#”l\ه^K?g4e&zQ|EiXCa#)Im,O.-7Tm * i$K9X>-,M{%^ W>)>ky݋8m&p2T)Z KQC;DsG10C1OL]#tmOpbMg/<z}]GZPA+WcE/gj"3EUYVGe8y endstream endobj 782 0 obj << /Type /Page /Contents 783 0 R /Resources 781 0 R /MediaBox [0 0 612 792] /Parent 760 0 R >> endobj 776 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-108.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 785 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 786 0 R/F2 787 0 R/F3 788 0 R>> /ExtGState << >>/ColorSpace << /sRGB 789 0 R >>>> /Length 932 /Filter /FlateDecode >> stream xXKo1ﯘc{CT PšAjI4Ax/%M n36@p ߫7\Dc Z b=Lj~ a]=ڼ}gAc +5k;Y]~VnWՓy9rrm;MPa0)oW懑A)'}!G*gCWfXQ֤Tv]9vFm>̧(S>cX̎l-b6JM5r6[ TA.g[º4x=\I1:uN9}I}]c2!k X4tVq_EtM@1& :eE 4q!\D'd m"MU,Ա v^LEK k6?ՇII5O9U3-óFK+@nvliqFQr9,Ep!] gsy/6Y{2@dIJ#XLM>I]pLOtDՁupDv8>V\k@Dk_1YJIzdz9l8ionm=5Cx9!oLJhKF;{4y{DT> endobj 786 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 787 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 790 0 R >> endobj 788 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 790 0 R >> endobj 789 0 obj [/ICCBased 791 0 R] endobj 790 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 791 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 784 0 obj << /D [782 0 R /XYZ 71 721 null] >> endobj 781 0 obj << /Font << /F15 191 0 R /F35 295 0 R /F36 305 0 R /F94 229 0 R /F92 222 0 R >> /XObject << /Im25 776 0 R >> /ProcSet [ /PDF /Text ] >> endobj 794 0 obj << /Length 1822 /Filter /FlateDecode >> stream xڭYYH~WD, O--H{jW#`r $(NN' yh vd28^~\dUD.+ϒEymH}Sg\.Ġw1˫Yl{OG/oSg\*;A88(HJJi`NL7N8!jRqnmnEX`ہm{9ߝk=j8g# sA F2~3up&^Ք}i lʼCcѕd9' , Z X> W]{I%[yA!U02e@]pθ:3A)2$r2{:@L)h'ixAS}&0>gqNEUn 0~U}2*i>@b2(c |ѣ"b>uc,9TU|܅̅SMHx,[?[f( ԅMA@(&?4KP/\2:oCÜ `@ ŝ̵QC>Qp[QYdCŝi|]TWdB1d G9y/=t6Sr)ֳÞ1Az]u.B۰eccpufͮ*+av_-kJ%O v4q -]#MRdgro8)8~3gtzM"mUBN0E.rנSH#HGe٤.Zq"asĜfR 2|Y~`>qt_g^ Vm8xS[-VkXsdv wmdn}Ŗ=>|D6[2-`+ݵ oGؙ|L2,sU9a̍lbڛrS~;35#K,E}ΩZ"nx8N~Swd0#&c=$1wdĎQ1DDwQM c#.|o-!׎2!LrJ!pt Q \߰{`a~Hu ڛ>`E C7({&[0xw |aOSw=K銎=:¼w 1D]x aEu]F[D}xr ȝ!y[Qjkqo!wˊ=pb`v|tB~کZx/f@ , endstream endobj 793 0 obj << /Type /Page /Contents 794 0 R /Resources 792 0 R /MediaBox [0 0 612 792] /Parent 760 0 R >> endobj 795 0 obj << /D [793 0 R /XYZ 71 721 null] >> endobj 122 0 obj << /D [793 0 R /XYZ 72 626.252 null] >> endobj 792 0 obj << /Font << /F92 222 0 R /F46 188 0 R /F15 191 0 R /F94 229 0 R >> /ProcSet [ /PDF /Text ] >> endobj 799 0 obj << /Length 1098 /Filter /FlateDecode >> stream xXn6}W>hEh-P4`]lIH޸}finppHiF#5@7iժ֣lT,vT:S9hFX'S{ dr5N7#369f!l/E)cOq=5u3[f=ok8S*l'RT5S>-,ʓ@SWֳ-dnvcו.5vOD61qBZ8 h"m#8<"VD hx|FaMkaj oZ S Lמlid4QVR{8}:x6N3ʎ4BS3k{V"_λ-(BUPUǮ+Z&quWq𬚗e/<%kp?]x71nGlh?b*VMJ7ח^A̎ ( $Hpe =\/#ki\T193^@TNydl%ANGx(exmP>hk!Zڠ9! jI2fq|.9!jrX|$͒{oػvuU{Rk WY[r[NYs")V|+t VT0֌$rl*zXq8-yNZ\@2ZȏAH2%B{@ovحrĴ-tfmsŝ"ڴL)'ĹG~$v'T2aLP7yR/7&FH=OL}T{}ë#|!5 [4qs%pᅧ#1xOge!XFD ߁N:`)3 [{렄bX@7zf$1vZ.Zo㖴v^^xĝ]b&S'aAHC oy 5\SN{yۈk_cK%u%ζHh?c*/FgJ߇ۘt29V; endstream endobj 798 0 obj << /Type /Page /Contents 799 0 R /Resources 797 0 R /MediaBox [0 0 612 792] /Parent 802 0 R >> endobj 800 0 obj << /D [798 0 R /XYZ 71 721 null] >> endobj 801 0 obj << /D [798 0 R /XYZ 72 348.5 null] >> endobj 797 0 obj << /Font << /F92 222 0 R /F94 229 0 R /F46 188 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 805 0 obj << /Length 904 /Filter /FlateDecode >> stream xڵVKo@W @*dw1*MF-́رbL n XUhof(g(HɮW9ڙ'GA8bs$',i668RP௑]V'Qc(IX>6[jU>֘×# $,gq6+Q endstream endobj 804 0 obj << /Type /Page /Contents 805 0 R /Resources 803 0 R /MediaBox [0 0 612 792] /Parent 802 0 R >> endobj 796 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-112.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 807 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 808 0 R/F2 809 0 R/F3 810 0 R>> /ExtGState << >>/ColorSpace << /sRGB 811 0 R >>>> /Length 1260 /Filter /FlateDecode >> stream xMkH~؝J}^@&6!!4)4MݭSW섴]Xp9XիG3j$ld**\i1MSl:u1u_¬xv{y8e,2.'G'yk߆Pˢ u]T«xG[,桏͐,W+> U0n:'aaaaaaaaaaaaaaaaaaaaa[l;zܧ0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Z0 0 0 0 0 0 0 bOaaaaaaaaaطh` ;? 0 0 0 0 0 /G0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 !N]MR;zܧ0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Ū cSaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaKiBjXqaaaaaŪ cSaaoxv{y8e,voMFE뺨;WE_>~푏)sحÛ0y^E]Uj&:u7uͧ*76;w[#};˕ו:Z.wc[/H-{w^^?u>oSpw?<Æ e>},S*JMvY*hijʻ:붍p_M~ݱ q6b7,VMٱuӣI+3G^-}i]5qلx]f(gR`&-l WfW7/f|~2|/WyyWoW]lzZncsr{c/?^>zoԽZ؎Co6pw> endobj 808 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 809 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 812 0 R >> endobj 810 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 812 0 R >> endobj 811 0 obj [/ICCBased 813 0 R] endobj 812 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 813 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 806 0 obj << /D [804 0 R /XYZ 71 721 null] >> endobj 803 0 obj << /Font << /F15 191 0 R /F94 229 0 R /F92 222 0 R >> /XObject << /Im26 796 0 R >> /ProcSet [ /PDF /Text ] >> endobj 816 0 obj << /Length 1700 /Filter /FlateDecode >> stream xkoF{ժNokhQ: Ŗ#N׏$J>9Npx7'OO幙x6HAeBo:8sΆQоG8w=`n'zK'y h[xAChm- ڀ+iOM\3V[=< Y"k*p0kC_i5E|fq 팖ѮF(gZ^2 cL}~nR/E-kM̘ܪ>k)|G+hwծ;~Z-h*(UfAy(PN>j@8v#L+O^꩚UnQh0׸k \!tq~KkՔp_r规|9|8_MMfK\/7 ұ[ȈG,?h bѴ#\ԦP504p|UiИi6sٖKѦuw,2 Fҫ&x+AlJ{qt/NjZ VFБZe{T,|J7"򯹏ZNXFÄ Y)Nz" \z-cht{+ G*Jny0ЊH_ RL/BSgv-x`>L6y5UᣩD sdMÝbE*.LT"ĹRHt"M&fW`871yG6m?qUZTS]̵w2=F-Y*X UOWv*A@eJmUZRc&L)ZՒdrM4,$B?/*OOOlN5)̙W zɰD|_Wd{1M0~NtcT| c{NqE09'9<5AxML#ۡ' fQ,jֆ'8+4fX,XgB?0<+j8!ؒxSX.Ft〕nY{]5. fhEgUD 4!=ϫeJ+ĝ[O8lԭ\}P<Ye̞,[)3TL%-: 1j.h7uR(tb.w O#s4̧Ikϛs endstream endobj 815 0 obj << /Type /Page /Contents 816 0 R /Resources 814 0 R /MediaBox [0 0 612 792] /Parent 802 0 R >> endobj 817 0 obj << /D [815 0 R /XYZ 71 721 null] >> endobj 814 0 obj << /Font << /F92 222 0 R /F94 229 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 821 0 obj << /Length 631 /Filter /FlateDecode >> stream xڍVQo0~ϯ=-ImBF2I]NZH{h Ba9 7,:ٱ}wg,E&t$Os2JL "0Ra aP)ZlYk2gmJfLf%UEvMdnC*g4GՐC\ 1j-GU'c|WnQ}ʓno*ppʼnnz;$vM%`[Dt.&"X)~]J VRV|^nCX8C1.3ϠG$Šedq\zg, endstream endobj 820 0 obj << /Type /Page /Contents 821 0 R /Resources 819 0 R /MediaBox [0 0 612 792] /Parent 802 0 R >> endobj 818 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-mendel.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 823 0 R /BBox [0 0 504 504] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 824 0 R/F2 825 0 R/F3 826 0 R>> /ExtGState << >>/ColorSpace << /sRGB 827 0 R >>>> /Length 7697 /Filter /FlateDecode >> stream x]I$Ǎ|rՆg2Vs0|0lcÒ?|dRٙ uGgDeF2_y.?^b*OT/k殹\~?>?o.:.狻퓿|-G7~ӯ>钮=IMg_=ū_ׯ.)?wi4ז^ #(o,dvIo!_S Ks;vwmN^#N&.k]Sя~xY1trC~gmaӵe'-Sa}&'N>^E\[`S"薑+LsY2c)$,}Eȥ➛8|Ye+9qlʵ[KSF6WG Y):nɼ}q\潐 Fj^~|Fv!` ڵ1qbr>tuqZJλ 7q:3 dqذ2{CWv?ZõD1~m'V0"=L2\( Gmi9LO;Nac5Po8k,g Ȫ^D5}qBĢ;+UXp&vL!3w7-{3>oǰi=껫05)q!.L-89Ȫ)n[F6,'bq4IG8tk$|yߕu^sOd3əb8ラ%((Ջ%$=?yGqy]D[`W5dۺ(j|ҋY? Af!,w__L-!yygN[e6<۶V%oڦgvI޴-϶rNrpH72ZYE8)+Œ>O=ϝA Gl)soow|./ߡY-=_EgFDZ?w鹓6??N-1s> =[?<>l(eAѩ+<ʯ0it vDDp\ߣ3M 㗍.\S:Ib(3' }ӡ:|<۳)B.n{DATa}D-&_L}t2a0;lnPFd1Kr'gj'?zڨैP1ܝ sRX5੡ %%a:ӂU߽@>hmduϹU#5 7T t{Ԫu58u8[u8iD:{)fP}ONJ ]a ݣΩ:maujD=%8aSK\uhL ΓVX7Q@!X8=̢^8ƻ[fwI3Kۻ6iE"t@lȦ5rQX>>)r;<5`I. Yınn㓝=iCǓ i(H.Wa-j;4aΔVjtCNqoqb0tF>}gEO)^cވ ~[6ч 1L%DLUoQ 3W5ARۗlm !Ot PhGHChSWo 9)Fu &&jXyU#Ze12?!jXy]#VV^*gau RcClU7>W9y0jM~6mCLe{mSh~-pSgS[1)ŚY?0gA\ZACfM1o˿J./7sH r@5==Qk6(h'y޲) +|Lb4]mZ&m_3V%ޮ>$Ca\\)GxFGOƩj'bFgÜ r:3&uK%w77N<7(\7\or]3 fZqh<ǥXS>'Z^ s ^Ifh(G @hkedU42>GLl1V݈) vtXҥH s;܆ pڜ0[)OlV4%)P*ơ\X ۑȷL2>$ H۳&8%xM=T(TΚfDcH:eP&&|{vKA0Ш FXip|T UJF)T) 5Q`0`UoS(5ݥy'޴ 0D0tPx4IN)@Pٖmդ,[k#&Z"Gve>cS"źK 1YAr2mc;Ճ30 ջP" rJm,@MWԎ ֘+ ,p*/5tPuQ^ ʫ7߾Lc@=X 6BX lrJ䂇5!}Z^Հʫ+jau {RcD,ѐ8Ab6> `W1QЧ 4KͦASnSstW5E?AiTL.9tȯA=Tzr@.[2-ͣŗޣ4O zrdH$ݓp {Ǩu]4A E3) :?́˙H} 3A<J3XYU[;bt×v-`7Sf7L(? pjp91n!p<0r`An'􄍵*UMȎ ws6@o]#C9fhB%$+9k(sDXXXXYJd.5@b;*dӇt wQҬCФy6CS䲓#P=&8C`4]q“B< iAOjjI{]Vph2kuGMp\ 83/MHYu1zP|'ք; XW?TLqIkoz Á2W*bH09 gA"iZ- P$D8e . ;7]Y)AOuIV8 03;8d~;ZI!!8r@̭j'Jfkeg=9?]C];]vFq'L7 }\a*[T7Le/\jLe/TB;M_xE›/޴}_腘Vss♟[qV\=ϗ?D)$ǚfgWyu:X :5~"{&.Ie$'/dT{mx mQtKGu/2F?3fC̆P*w bk}$,Q/ 9h^57]9(dzxX⋎NV"zHkSf 4|yP -9տt_A74kjzRX#0sT$;Sg4M+u2NWF)]BR^^5¤MȄS 3A$EGW8BTn`7NM1 zlE!CZP)[Yr<H颛}I}hnx4>s2A-h|Pjeo>äey!D# o#H! CQ;f7$R:35y#eM۞\+ؐ 4GL| gxU嘂'5@m@2v3zicWn1"bTФŐ+X(tҡ,]G/< HIX:MQ0V)cO4rxcSтK,^q@ AʑUȳp$ɻg(BP}6DL‰\bxd=U $]cX[8粟̭I{/+0ר gj0(`m7lK7lK7lK7lK7l_,0mArh`i $ 6}@m+ƍ\_#K +kɑV\Q4iau a8}\.6X- ub` `f76Ŧ|Bl'3 {P<6x? k<46xඑ( aA44 E .r)hP\dX\U卍2jg-A>4Pގ\RbhF N/IU5쪂;հYjXm =QAr#GÓ&ERy>z96sWQ'4ԤȎ 4fwlr؂ԼƸJr$I,$jQX*7>4ll`!6|IFjI%ŪOXoQE “_ĉFgVIjqćʛ9XmEa H"jNV%d/TfB9d#D߱B=^6# z{Vh'訉KAiW Lɏד'q~Wy0=\cv|Ak6Pѿ>*[lǔƏČk?*uɆw[g |%k.V}gLI|{n#ѧ\yWN[ bsWcK]af8r8g*{׹dlKr~ԉhqp+ p !7,d`:^OY)8iÉC܂JJRlEl#A!vpZmwz5N:LԌX!=-e?Qjcp#v8G |5j҇ 7^Z ƸFrz+hha-;4Hf4E$iHNӻN%6# +aD(vC3L:&li WbnxֵdD׈})bbbzof㮩W"w dXN]˸Z-/އ3FSYo]"<^]g<˪Z45G4uZ; X<λaD2~iDNR p[J q7!Y!%GlMf'L=qƬgp`K}TlNW.8Ochd7^Vc]qv{ qnC9Ԩl4?F)z>BP]|Rf{6\H=˷ @xk2k@!L&d*;=( A8J,+g5ͳGŻf2YNgwhC)tz@zy.2b+7(J~[V2wY$B7xlq|* |>q~>qC8?ŸNb'n,q&R`M0AH3Be"2]q@t—D.ܰ!.Ԁy@W\+2E+ A4?yW m~nso\a5Hʛj,}| .4j"8;N=L+h ca z838m|X#8+ix~lj~ 9R!d=&끏#₫Ll{?f@"ś_= dӠ,#ebHs&%+Y}Fʉ#)X?%iP=U݁ˆiЮhi'q#Az22w`*5V&GNV +sH$(F7 ]5 -4O)P !\vWmQC%CKॿ~-A]d=͸iढdD"@G5l7<R8;581S G&f5@p8EM]CbS?2wpf؜‘r2`>dD@SzQ}yOJ  1F" owX(gg oX-٫@  ӨAz 9c8k|* 9|rQb%c߂^r~>qC " z FH 5 )kAR`O3 $$6ъ(6[q|KQ^װw.5ox 4Geʏ? .b/ _g3l7kڤ:|13(5 'iio˷`0P WK+(F̫JM$*5!PO9 endstream endobj 823 0 obj << /CreationDate (D:20131008224727) /ModDate (D:20131008224727) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 824 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 825 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 828 0 R >> endobj 826 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 828 0 R >> endobj 827 0 obj [/ICCBased 829 0 R] endobj 828 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 829 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 822 0 obj << /D [820 0 R /XYZ 71 721 null] >> endobj 819 0 obj << /Font << /F94 229 0 R /F15 191 0 R >> /XObject << /Im27 818 0 R >> /ProcSet [ /PDF /Text ] >> endobj 832 0 obj << /Length 1827 /Filter /FlateDecode >> stream xڽkoDPNƷ^?b:逻H=\%J%y$\̮ǎǻyD 1xLg/$ r6X$tp\i>R G8t^j\𳃕٪% _ïqu7/xMD/1Iq. ` /E.hpp$Nބ+9N ȹR?w  q|7S`">)tYӘ\5͆JblW.BQPkzQq$0T?i%7wCR[J+MMޡ0t2@ҍ5f h0ik2W?Hb)2X&劍 +q@@tktivzkvCMg5ѤWS~R2$j`؍c-$5}#ssP/Q F!ȗkȔK`3.eɱt?ί<7Ɔupȑ/}7UPr8 |)ihEk0ƴəVd  g8tRZD$e͕Ms&8hz.8+շj8zyuN4.Zt]PiRyFEtj<9ɚHC*'CW:4J`D%y PҟIRY$&Q~5M', 4O HrQh 8Q7Ɓ~wA ܲO%9q?c%e""?K&+͉AEr O=RWJ/%zkupPb4shǥߋD 74|bJ9q>Z&('⟺1BoY;G ԡPaPbMWdVYa)kG[\_Ms{1qYA &pY5n'cN}o /K&F(VzEKsMUْpN9jq6|D6AO&ί`MB/Ju Sty- Z$-vwXbbT2lIOId}. h+y=jЏc.H2Z>%ZbAL*G.6/ӝik~a#.g+K?%U,ςI#nH2+< dБ_,׋le=Ti mXQU3g-V{pwo22'=A.atKé=iűaW%bݣ' qݾOww>x$|@( pJg] endstream endobj 831 0 obj << /Type /Page /Contents 832 0 R /Resources 830 0 R /MediaBox [0 0 612 792] /Parent 802 0 R >> endobj 833 0 obj << /D [831 0 R /XYZ 71 721 null] >> endobj 834 0 obj << /D [831 0 R /XYZ 72 699.686 null] >> endobj 830 0 obj << /Font << /F46 188 0 R /F15 191 0 R /F92 222 0 R /F94 229 0 R /F95 263 0 R >> /ProcSet [ /PDF /Text ] >> endobj 838 0 obj << /Length 641 /Filter /FlateDecode >> stream xڽVo0~_aҭ$^" АTж&miKilk4ؾww]BɔP18GgEF Z02I1mB·'iYx 'HrM9ƭddk%(+wxD,}9@斩ֿ (1@\,MIҘgR9 9wi ywBJ O%n%^bڪ.3:Pc8X%Js*%-snt":T:snR7x^Ko`F2\IG>,?Q «gqS%TPpIQk=f6kWKKx(?᷸{@D&)EGt!v.ݥ.+ZnM,HVȺ TَJF[?տSGnaWVKuzһpL$j" {o6nO ۃ. bߋy,+~+3C,]%?(C܎Z{v0 I ,2&8W\nj%\8:oa|G3X,q۞R LiA%:m PC endstream endobj 837 0 obj << /Type /Page /Contents 838 0 R /Resources 836 0 R /MediaBox [0 0 612 792] /Parent 802 0 R >> endobj 835 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-118.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 840 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 841 0 R/F2 842 0 R/F3 843 0 R>> /ExtGState << >>/ColorSpace << /sRGB 844 0 R >>>> /Length 718 /Filter /FlateDecode >> stream xVMO1ﯘc"DP5 [Up@d$--! jC6;Cr߇G )G#y|1Y W/aCH`^f_%K@o }+&1t$7I~oR:>΍A&k3 a-Yx8 _ׇx},2+\ҡd.`G&"R1o8;ţ!7x2[\ Lgu6o*8wHzD` hz7l7yF!p}؃N yv Czt;]ҟ}ۃnIlMbE@C@HʾU6qJ!<-.$idvpRf-O  Avokvqf_dc$ endstream endobj 840 0 obj << /CreationDate (D:20131008224728) /ModDate (D:20131008224728) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 841 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 842 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 845 0 R >> endobj 843 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 845 0 R >> endobj 844 0 obj [/ICCBased 846 0 R] endobj 845 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 846 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 839 0 obj << /D [837 0 R /XYZ 71 721 null] >> endobj 836 0 obj << /Font << /F94 229 0 R /F92 222 0 R /F15 191 0 R >> /XObject << /Im28 835 0 R >> /ProcSet [ /PDF /Text ] >> endobj 849 0 obj << /Length 1947 /Filter /FlateDecode >> stream xڵYmD_ qvJzpGAMEѵ|/H4ϼNC}yvvf/GGO=4H c=܌R=J<Mf+/+/ƾRx/ m+X#]}[i]@|bT8hV8i ahG,^x s#_AŬIǾWN56HP.\yH[Ŕ Զ [_B^ JXS{7Ֆ3\)ATj[a˂- J4lFQQMȍ,8ЬȻD[κg{N6>,k'^Dl#qIUײB,?4^6wNDiw/vV%ngĚV;56hNso Ez63kx*vϖ=G;f1w큈ꆹnV0tcRhК3 @F.jMhb0m2B+]D 8,D9i$Ե.+@F"zXN7lm@1󡸖>wB|hjc{mr .ģ]WI;"]|4mD NT*ڻ (bڍX@/$]؈"Z/`10I01EbesZ5(~ɘQ:r Fh7ml픣(ژF*)q_2b=%ړ{d yNF*BSR^_؍(3$b|QX8A{C6pod1Zxld n!ъ7biqvE Zi1H2'cۥzjqǗ`|xE{$+ 6DAw8`]$D3{"eCɁ9(fj7<2#.C9N~e']B~פ++2L.w02wjas0'ms 0 -a> )OG෬\+*w S"޲y{Mɔ(!3?ģ$Mħ4":SéEZSwdɿ»QTϠ!|>/!c%#P(=6tt?B{8Ɨb{MWBB_{CcU{B AE|&C$}?_f{ W''b5d1o(#$#=|z؞gl ggc╒}fv2n$g Ŷݐw_e;سS|@q%]y+ɴ]~+/یG&t OoȴK0K@bN0J6l9.UP E,L.2~b@0bAB/-Qf}_*.#bHbﲽY`д/)֕ "9MC! = y@FT4mSw{ރ u 23!j%*q1p.^K֯v&?3}f6um9Ju:FF{#>^JGk+MQ>U g?z i)`.g8u@L.! ܗV xE,Pbbtedے.洏f3?ik(ʭ;Wѹ 9;zاѪűc؆Kz> M 4Bv|(J> endobj 850 0 obj << /D [848 0 R /XYZ 71 721 null] >> endobj 126 0 obj << /D [848 0 R /XYZ 72 720 null] >> endobj 847 0 obj << /Font << /F46 188 0 R /F15 191 0 R /F92 222 0 R /F94 229 0 R >> /ProcSet [ /PDF /Text ] >> endobj 855 0 obj << /Length 1193 /Filter /FlateDecode >> stream xkoF{~UڽͰТEBe_?ɓN9Eӑxf$FO~~Yq! 9:ej"oQxz*5H 3-󿀛QL91R pIL5L-H&2b;ce|L4m`Zk9R(ۿ̠kZw[^nx\wx;&,۴jJ'״+L0N36lC~  )!1"j6D̸9βK6?@1`x<2% W,F%ϷlJa2QaXN H"iqeqkwX/p`soVvzcnq2 !I:Qg2-~:GxH8cHF` =fX9q A!?dF/sھ>Cd3K2k{d$HH,Lp} EC;7OKIyXA9McGxw*A߻z,wZA8+ ]'"{i@#uYpJ (- xy& s=L~ dw|E\JQޮηEc6 |۞*zf'2>:PmG#b!M_A1hA,X`+!J$ïgrN&r. = Un:O٤CryrnqZ5[O[Jtb}Rl8OV7D2xuL'u[*KnI6oN0rxg'$͔p6}7V ^1odmi#g8߫XgV[i#F*\B[8/sGh݂t\maY:#am7u: r&]MP.Y_yԫ% MKR9LC7rfZ3;j$= fD8&nA+YVwh|-qf?Z+Q-9ar 5tF"YV3)[Xlc|&l?g+y9Z΃H}TĹZ(b$-EC7W> endobj 856 0 obj << /D [854 0 R /XYZ 71 721 null] >> endobj 853 0 obj << /Font << /F94 229 0 R /F92 222 0 R /F15 191 0 R /F96 316 0 R >> /ProcSet [ /PDF /Text ] >> endobj 859 0 obj << /Length 936 /Filter /FlateDecode >> stream xڵVYo@~ϯ0-v׷U(RQA >VM6vkc;I|F;SG;Zonx@ џyEhA%O"aSV}+K m"*#xgOP߄*r858Y>߃|uƽZҕjV!jd5@d0@r1niہVYӦ5y;=<dF%=>=is1H̲ExM f/N6`[hERFd:{?@{ZC61H&mD%X񠷷[({$*>C/Î0,y\4C΋-SQ8=Y Sxm!!i ՜4`{Y<:.XNr$G9NMV`.H:\X]K0CԝWx4ŗP|TMzT(#rlˤ~|ᜪ_.ZjC dHFWrZ5 ym=Qc1i[ZGj9Hxr{zEm4gBr[wqP0-oF]K) _[?x>B.6VO&0f;G+`F| gjԈbu뮋B Ce[yf54TԮkۏHiֿG^x6epmcn'?!Fyage endstream endobj 858 0 obj << /Type /Page /Contents 859 0 R /Resources 857 0 R /MediaBox [0 0 612 792] /Parent 851 0 R >> endobj 852 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-122.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 861 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F2 862 0 R/F3 863 0 R>> /ExtGState << >>/ColorSpace << /sRGB 864 0 R >>>> /Length 585 /Filter /FlateDecode >> stream xUMoA =ęFjR PU ,B={<4᥺f\]o>ɦR,!)hH(*xo6a)lac]׏ Vt:x^ݎ ^GC_`\ozfÀ:10@Gu^NLB*FG<|_?շp'׼m<1BDT>g 9Xmu2xbF ;UEOtu)-وAẒM;v% 8c9"Q)WhOruNpV9g栚RwbRi`в=!fۢufQ >X v> endobj 862 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 865 0 R >> endobj 863 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 865 0 R >> endobj 864 0 obj [/ICCBased 866 0 R] endobj 865 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 866 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 860 0 obj << /D [858 0 R /XYZ 71 721 null] >> endobj 857 0 obj << /Font << /F94 229 0 R /F92 222 0 R /F15 191 0 R >> /XObject << /Im29 852 0 R >> /ProcSet [ /PDF /Text ] >> endobj 870 0 obj << /Length 590 /Filter /FlateDecode >> stream xWQo0~0Vj2Ǎɂ(Ҁ !@$Dv]9;j,p}}I8RH/(U"a*Hd3(41bnDv tuLD:Q4{Kb7ҡ1z!sV-d9lŮ uϭ'IfKkdNLda^!ٰ{E h80y7ϩp$ 8B2Ibqјyc$t99@.l;rd5}3||;!2U P5(tM7WWTS3{>0:4{K+7͔ҰmѴ{^J|C#LN[$@$ۖѮٕf=uSYS񶙗4<+Gp[nz࠭) t/>D `J}W4ʫaQ w5@Vg>##3IJ(㚯~25!˝ρx?E}ջҚ[ w)s"^JQ\Mwix4dNDh endstream endobj 869 0 obj << /Type /Page /Contents 870 0 R /Resources 868 0 R /MediaBox [0 0 612 792] /Parent 851 0 R >> endobj 871 0 obj << /D [869 0 R /XYZ 71 721 null] >> endobj 868 0 obj << /Font << /F92 222 0 R /F94 229 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 875 0 obj << /Length 416 /Filter /FlateDecode >> stream xڵSN0+#69TA 8R]׳7( ўP5흙C!S*PtW X;b@aI0L@)_]Az({U5fy %S,Id[,J)7$Ph,>F+jZMlBⅥmeKŰx$-;_ʅ_8د VBH]I ۦX1/<3S[Z)×q=,"#}P?+zK%ž!\&D80D8h!bM> endobj 867 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-hwe.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 877 0 R /BBox [0 0 504 504] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 878 0 R/F2 879 0 R/F3 880 0 R/F6 881 0 R>> /ExtGState << >>/ColorSpace << /sRGB 882 0 R >>>> /Length 103240 /Filter /FlateDecode >> stream xOer7HY$`#d {rJ,'&o>Ezܾ]}*roժ/~7_,_?:Ǐ翿~9sϽ~_' 'l _O|WK=/Ot?۟?{?ڮ?{Ow}g?|]ٵ߯kߧS?^o9~!3KH立ϫa5.gw~w)K>"owx?w?c/3r/OWr쟭ܗpMZ{Ktֱ߹: $V`—Ϸ?3>?Y~_~_As>2ϩ1gt,.^rGϗԫ.9pw͟?[}_?.D?~?x:2>=6?1cA>>:?v|' YٌY\r>S3/[{?z>}g(Bps= ouP^z?w9y4x\[ڥ3+~ڟ)VaSNt9Zg>?ǪCsƈώy8nGC{:{O[ i='}>ibwOZ943j^:G_~o?iO B/>Dp1~Vu~&٢V.lYz>>3.C=g0}^>tۺP^vzu.TCdž.7Rף~=CYD?|g#ݗz3~KXgnj>ӱNW;wM?+K^no=yz/ZEgtsho?݁g>Щ. ЧiԦg?ٙڥS>4yhCLm3ΕItK.ltХ@^?~{]˥D9tK1/]6t=ߪ2?ZС5Kkz+eWj}/G-Uk}-:k~N,{@5>W8c3!= CߟZC}g#9,>X|߇5~:ʥ7y?wǢzyޞeϟ~hχ>C=5CkջQĹw賾?jg?tn=px|"~ZϫH֯zC}sYgh}=?.:,,mQ3̿_Ɔ>{xUw>}t<Fg}};޺cY]M~/=<5/L7>M5?> 顇/-gF0~&Oy܉th_ʒW^c>>з} ;g{h}sx;?Yt~^zye>sNz^Cr҇|(w"ZCVHx賾>t_ЩαAwTC#_8>+XTXOS}0a~wP֓܉s=ſ9_?Ct&~鏇~Nx+/xЌ=4}}1@M}@W:<?ϱZCyhGW_o}ϱ|Awh??Dw?_+tfԳܻ^w_St)ݠ|z χh[|>MrS=:h=y;t>Ck=~&Z^||2#v܊n׼q"+SKC ?gzj\?cWGZYD.q^^6P&rHmCvUYn:kC.CN/?tZ.TK6z; u]c)[wCw zcj ƴi+J ;[gʻȳ4󐷟&C~[CV]_C_ۼ;6:fע*Ck}CUt9h:n׻6trHʯ4+M(z׉: mmЭ!kɯE絛8cB@Ꚓ@%2 %j}H~3H)%5t?$V (e!Tׅ>Jut]h\5;\cZt=d"ZN;2Cì"QcԱ6F]܃!QE'V]XRdZd"2ap7 uz (pAm`eL65ұZ*:!tJ{LUCiUU_2s+C#d212DvfG. &* VUJ6Xɭ*{@XWа[t|ޢ+!C$m߃%aj*j*jªUª=j\2D.~)%ubcq\.-q].>opxȳ2zt >$7~__Owk'$KE$u#v%S[`[|INxxÃ_Cdׯ~<Edӯ|HZx+zLr\C:7v*\KNn@&2>m wHupׯ;c gKCڒ4l@murHP~mhEvՙE$]uw/[]wcT!SͿuZT$%kG$!W K> #|ner"]W򹻖/K6C"Hkr]q-RF)54CY2zHMRLPO&__'Һ5wX98/!5zCα !Cj4U5Q$H]Bә -}ҡ7w0 EdYDގ:v |ܻSd i:-c,d@?~K9QKPdݻFӈ :+CӞc!t[sU:JK?k{]RZ(.x~PʻkTu肭`U-ujet]MȪx)YE\9Z;!?:#jUV{ U;9yFCBQw!N;jT連y7ՄλCyw7: %7x &^tѳ6xPyPyPyqU rn;>en!B+Ҕ3?0{d,"yn!)΅n50[s!4d]r;̦\R ]JN޽KP@>u9$M)R2iB&4)9xIA4JλUwPd EJv-R򎺹tÎ$,%S䒒:fJh5SV)w!ywEw5;W/`K |ȡUU7*7*7*q ^9E$jsN.9eR>$j#Ʈt1iLnm1tlɥ7ʹ4crcR(9 w\cr5tN}pʲ}`=Kd5'k2JL!:5 dr="7=$=z8hQ0-jhV.%az8ap~x*^Ny *zxs;`Ukޙ|ɄTbrY:v:sh.:;W LzH5!`5ՄU V|+o߷`5UՐVV]ZUX}+V|P BMh+}hɭv. \3QVw,,Bh94 GqpE')Al8dJ >v kA,ca]7ڎ!;uQ2$dHP!A6 X5 J%JV j(Y%HPUEJ k S#Fh1/lV)HHi>i#dQBss- ',2% lp>a`AzI>lΨΨyF]'<*yUD3jYF.uĖ&B sotIh✨9QsFs*Ѫ*Ѫ@QyFE1P@g(pF竆 뭱ȗЈ=8k:6X0Ti#JVƢ*{UƢ0FnVmm`fcTLŴ6(%Q95zZ1VЊ9Њ9*5TZ qnhlh5VhŔl1ĹFLɊ]+j0%+j0%+jt8SS9LɊVLɂVLɂV)hŔ,hԄVM Z1% Z5uNAgb TA,J Of(i[Y+O28՝-hug(ĥ[YЀb&^½/TZ23q }h5S9Mh$r<LJʂ\KLÄg. 3qWg`>g11驠<>MXY4a+"TDF#gRY/E>MXࣉ>+|&MΕ3TpG#7SMXZ\@O4yh8+5NjJvwȎV]Mh*ԄV!BMhjBG@ZѪ!h$(Ъ VMZ&%(P @ɪ&J2%(YŹ$ӹdQJ2Z5ӹUQZ1b>=?|ve#<]tk؞wmc{:ߵ}lvtk!VLV Aht.h5%T Z1 ZM5T Z1 ZPЊ]8$C$J xE$J x(A#/Px/Zi?H\c9;INPG&Vl6'(9$r}W}cEzI"V$ Y|dEzIp427/V˭iscEz}B/<ƿ~^ޫKrOȵ.yx/ _\./ ZEMr5kmTmI$@Za&M" n6 צ& )Vζo}wڷ}ڷ}ڷ%wB\ۯQغmIj;Bo_4}c~[?Y62-'Lrg0b5%iI i+ GB_A4mPXm6YA1%1ahl;}0 %%d8;Ѭ*= tfUyI1Ӧ{ J7&4l4U%љe$ѹ/U%@=_AM~Zziʧxy7i^^F&:O۵:Ֆe%1V {ݞMbpcU6/M"ùVAX6g\ayxI5=\_$<;PX7^ae!>M"P3Spa$ܲ/9|Otk`C#p u4eQ>g \oM7"! 2f)Wg4 `c]p %!4ڇ/04tƉPK hd 9Y6^2?P6r`m0Z}@# HMb1>ASFhV K~F0" 21,IN-pp]7縑}6q4>Agc{c 5d %d$'tfd7H'A jFXT:e% 1C1y> % CI"% 03@4IiF"Xf(BI %4Xp}FoR$ ނ$bhxE<(iI51FG%4ZDI%4Tlľ&~I$38s#QBMj:`j|;X$`x;jk\}&~Ua'x7$q"-$7ĀpΎ}8;n 3Jqv\(9a;@7p;7Z3h }8l*CN7Q/6%G~鸘O|57Qr}_ -!> 9RzNڟQ3t:h~pvb:!1CqmPGwLrG1CO(}3w݁{PwS!0HqOgGqT#q@y$J$q@$% t%K$a":(|XHtJQ$[J#O r\*Z%(U~_A7k3\q^́l31b:9D}:WǦ5ߵXǵ<먷(p-tp:6 g  gGaqv`51&"AK:dhJtkpJßCʼnhE@ 7s9hI'T9@TGXc|3VpF+",s>231yEtVfs0˜ G/ r̹e΄@p$goxZ9„3jrV gDsxZ-g V V Vy!B+v ъiъin' ܛ `p'3i1vb 7V4 $ pq8:`N?B D;gQDqsBbgA!msKͯBBg_!]st)-]Jτ*yb$0pNReI CBgZtrhsѐ™jH@<6Ru;3 s;}I~H}@$FpC$?&Z73tR&j;Fl$Ώ$VΞD"A'Ҽ8+1LqN'f3>1SDL"ᆓGM-E~hB ~8i3)&R{|#5FYL 'bji`L bj8So60ZxS3p2B ƛ Vr3r2+JKrY7 Pm3\xVΞ&{32/ 'z)ԛ3pu5Kh:W*(Iw ,+mrT1+ '^(VonCz3՛Q5H$zS, 䒤nԎCďbQcf dsJIRuO>$}ߛRMeI8y/I謘$R{sf 5H|hs6NFvd=*hwR-VNaE7[+J8=NoIPNJ8=Ol \32ǕԢM AF䒓m!mN6bbD b$MNxv\F.iNk$N{ΙIB`gԜN$_-%5كI$}uaR:/1 c+rp{oU.鑗Z[rɈuZf6nHDTuj'n]Nl9EVZ͖ӫԷ|5[3Z7|Mj869+ubm: 7g;rL4NݥwT]j8xWfԻX(g:9#6ˈusFl@F33bG4pJ `Rڧp)5ݝ|dKvfxr);o<'rN2OEIruzfCT E2:mQ-PCT+Ev`EA QHۉ7r)|TEȷ]TGpU'!Nn_{ V:7CeH_D}TRH~^Djtk qzCP]z @E"w4ՄF)O OZSMsu.H‚kd,ޥ[Mp} j7: j W]CYOyJ$SST(@b+Ii!T+p,Qy Z'GUA E/ Q.dŸbԹ" n"E" L Q7ĨsԻ A:WB\.4F9\Ǖ;DqQp(ǰDK-a%oW II=Y?~T(.RTnE*"jAAU]\jRѩ~Uq1I5UMƅ&RE&qη(лAuA+ˡ . Ax\H+nG hݎw;&"ZBZ !u10\A?r{̛ow}QYE&sy *Ssm恤<4[: A $4@R5AA EBX4Y AT8Z4G TGZ4aήEpN59&P\t&$)X:3s@蹆 %\a|&܍ϵϚv=}nZs6=fw֛P+2i"LKW&q.*rx\c.t2ygi:KCJv8jn,\NH=u=pgjv:gHg 8SEn9)A)AR5@zB%C!3cõG)t;Ό gƆ26&,Єڝdžk H.&K.8Sp2M6m8m8SqÙZΔ-p`h=Dⷬgw)gj8S™zr+[|.T]k™J imp^ujpl An-p%号ipWn-2N[ S)Lgjp[~ py\}pi?O8w=]KץMjm™Svd %SMpj„T&JNiP %)^40Jn=QraMtaMtUbm|ŚVnD7= 3])[;B2ӲƿE ruy AX=#R%)^Q2%RL ٯ }{+J7OE.TQz^*aE+{wXQ$;JR7^JkLn5]^:^NP͔0zŠij{)T3ezfNXuU VC/XQ~ V_J=azxÊVMtE7]tY8i7u[ H~M_7~]*K'.R[};%)1R~)MP~ _JMx-n\'pD.txrܳZ{\ڒ=ei]%.9 {l$ w|nn^Ͻ4rp-Zrw%I[ʰޖp#smq{› gGlq?{c0ٽ!A]&wwCZx8%hK6/hZ\LmNX:l!bz5D|&pSqs}xL >-_y ps# ߖ;klUsVdqns'Cݮ:m}؜?-WrmwxAAVLk S [AQndak5oNט߷A9?;k[GNپk%KCj ~MqO#[NVN1UKw:tMjoޤ=U}}Gz}tsztwW;u'zBߕ zAw١Ns@OmR-QFNLZ:*|=Stv.^>&мV؇CA4<^KEX>t$=/.ߓkEQ:WCyAn=^SG^7t n?7]bC?w>!}i}z>(xn/{t{ >_W(ߡSg^z?4W@#{B=зS K_ܪedF?t@lc&Oυ/_*X~sUv{X|^qoI}6V|=_ap@; 9}KZced9tNO>ACdUѬG~ftm%O9Hpp8znz| xa?TAFx> x#޷á)oE l,3A}hOJp|hWʞ{赡oЫJzh?rZВD{Tj];Y_7e9Z(xPKT匈ABUnPyd0oiUA̡~5ۧ d]SU](;z8^mcnD ;t:[Tcx=8CVվ  ɛĎbu}$_{mrӟ  Dp{>J8` j(1NDЧEʝI*RdXNm"5> z:Dߵ?BxhC5o?e9~qlDC" & EC>c<Ե+Ђ'PCOZ θv-If+::~%Z烮<0 ݇& rC P'8:dCZZ}g4աrըU>oe|hR&J$Yx%naD,2y]@שE"rᠪ d[m _J8&HSr^8?o_W3_ſZo~/zm(nj½Bz% eCz!kMtw ?,@||]dY@=2/4 ̀]xv="G' |bB-pJ& ;i{BO,syjAxdBkA`MBƽMX&/I/3kd<}`dμOw^';!LL0&To(pNj7$oް|tx7ay7<6dmЧ|l[CP @>su:s`L2@^?8p&>H( mެ>@ O}`N>P?>@|`O>'Y}O$0w_PF_8 6Ͼl_Pl_m_0yjBŅkʅlBąn_>J B d} _8]H}/SB; b0Cx/@ wʅ<- 8@ ?^@b0cP2lAS,|aA lPa6{ 6^|/2AiiAj/1X `6h 6xNAm/ 2 2`7| 7 2 T 8`8i ١  ـzs4|ynzuTe^?1؎AwTHe+ :B N!>V_ȧ O>-;܄~ܑpf"w9T䚝 #< aɱ`0^t^as݀75YizcZ | @ !q""m s#P7><+Bmjh gbh 'cjqsF_m3{4#`Qd?Gdl U]5j@#0dJ3:!Q`D_ h 4VƯUH.p }/mIK .!n6)x8­k/Ro1Nӎx‚D섵́.vB@&%' Tc'"㋨"[5c 'VKX$f'>fb(Ύg'Lh'|h/ \b.pml~tx@@va;p@vj逥i1)CS,no5XX-@io qN%7R !T2Yx.VV@/'B&X%X% pt6|  99C+$u9QI+g$B9mW@w1全 k ~_hd~#X;:@P14#t18"+M( P4+Z㨮kDOϰ''ImJ :2jIPT!3r'J&jдV]eK /R753_IX`7X!BDT.FKjRG? Ʊ EILUsiurQCj8FyH7(Fu~D1"h†&5 l ,PKWx ** ionp7~Eun߱;2Ύ#A1mM$]@ fI>}1h`2pw~^8crܙƯ %ځ~nΚ Vs].BIL6&ܼKs!-»] i!"7dpΌ I'+ 댜@o@yruw& 8G&!2DaNFB&tJ]b5xwIޝjdydBλCywt Y8L N6jB]B#5 _._._._._mPtdq 'ȑ9 R 'Z "+m1TCS;'3?88g"us śiH摗 Zoτ"xoɻ!%өp%)9xIMDqJ')yN4Hλ+RR;KYͳxYK-rIޝq6,Ր) 5ȧDb|#s9EߨЄkǹr0@+Y0g9'Zvg>0v9) 0QYT:HAgh#(?nx5+^{ZYHNAR+c09]{SˉIQQY"NuXuUÁ5B- EiI9`Uð VZTpE|J/J fRy.΂I9ȼ c}3hN9IdD&H=̥UI`gW<`CP  HG~M#ّӹLxuY VUXpԆéI9V"*5P7 ]<\ s.=jo&6X}Ī V|+$VX iUaեU߷Š[a- 5$)5ڇDjsIwKfޤ)3N@. `LQ8B 1U,ʃƇJ *;^T݉<5NX5aEׄ)`V)A'JTLJڝt!gWp;JN$V;JސN{J%$MX&lCIr6X rB"A %5,t[45 q55rj#FQ0YpopFXdbuQ( '(Ij go$FIo73Ln{g^(I2셒7k>ywj2;G5lٯpp.p''Sx™< g;M>IDNOBkm"=pp"885e AޜW[gp&A{35gȪN \378trSd7nU5O\%(-qsj*?@aJ,/N+T[T]a: TrXpȄ3B&2Lu gjL8'9n™RJf_]"?Ԧpuw];pޅ3%2\5t+.)I(M++TrajRU.B=+yv0™qZު5[kqUhqUhqUh Є[oau(*[4dq.m8XM&H*Xu[F.*-5ew]JJr40M8S%(l K5_#-H>:xr<깆G>#ϵ(o~r?R* \3(H-$η{!ȵh+!Q4Q rqBF+v5!hg3W}oϲi $[ &4ẎwTՄ +F2]^b_A) WCWV Rk~RAx^(XWZdwq%RS ULq)e]1o%R*UNi A)5\.JBKM5a"u*rD "WLQ`py.5A. jmH WDQ@nC-r[O:KS"I WmR#E[KVTR]Ł]{AE\X.;LUO CTDL*t]G CT+tMH sj.:])>zDmrTQҕ)zҌ؊ FkP3b]r֌Xfĺ6#օAXbV|hX&+߭Uy@s]їKm'oBe]ۜ.~wvW!kS];]*A(viw*;%]%kX! J2. e$]6\zH˲VNw։"]YH4t"щ)VAE׉"]5} AT\תn=K *cwH!VR#zT4p;r>Y U U.V.V\  \y b\J7H!&V Mr_h û!ݐ4]exW2+ dxW2+r \֜cPpq95Ƶ W Yexk Zs(9 v`94ډH*ȡYF{g TdD5&%u2͡B#F@h$%?J(:+hTCVD*IC&rݑTɣfB*PuV$JH؏yLuV$(7!F0KRT94)B 6p#I@"_Mmj@nU VuݠVȭBnr h~"%;rۑ[ގܢj UʍDd\]sdIHxd\ '֫e.=5 \BC.s!wJI-_O6b3p8BP$IQ l@(C4P4=5*rLJ5VejT25 gj`j25 rLBCJ)YP{@$RIU]$Ud6A\yvm@}2Kɮm9IW@5SHljįgL&]`q)kD%3G*f)J#vH)NY YaR 24S3?)뒨dD)ΉSJ&rZD/eh1gX M$'24q @: 8%3$j )9Pc58wR#KN8wQ5RF5BR2P#d(Py< hR2Py{HY~S;YKAɝ0 ZFAɝ0 K&’ &)"%i7ї-/9Idoo46Ipn4eV>LXZ \+܍1_i/: &,Ӷ%@QuLTUDQr'*tB'A:Љ*!U *QNTUH DBU$@UH "@UCQ5T!APU$AVT!7 AAU($s#Ȃ*4tnDUPFT΍ Ј.}k:sߚwmG4C޵oM绶|5޷]Kݾ5~H "*NJTӹՄBTU(D]j 8 QMTgw!*.Du4qIH}\wӖ#Ac\pIŝt7f7-;_D}cwfKvA#Nt85%w0WmdgxNS-#%* hU@$h$Ml4 &A6V dC[MlDAVDU!hUATQUDU!hUA[ *DTe|D:AY }a3!! }a3@o=;|Z>; 0ii@NkAKՊo %AN "IA9) '䄠 AA Q   *.AT\ $$ H.A\ AvjɥdF\ AvjɕURQqexD\Areɕ$WJA 2TP +C%H 2T&ђ 2lT+C!A PPBP!H +BT}/Ai:,C*;,C*5`$AC~}$ȳPTZ#% P 3O qI)7%IžJ# ]Ie J{~") B'AN9!hD'AN9QIr'AM   A   A ; 뛤 N) ;* Cn'ȄN vMBP'D;A&vL "@;Ad@PdI$%1* ( Ir QA6T0 o+*Y!7BPdE +AV &)1sU ,J#H* 6rhU~g">}Jr IT" hhyhhE$J\d*Ar( ȼI% "SrBn!H.2 뛄B,5$לBRK.Gp$HbkS:̓Jw>0WRJRJ' r15gq{-SKpKiSeRӦJϗ~.H%@1d@$ȀI ; A$ &!wsIr +dArAMB +;@ BY( dor;1Y UNJ=ҵҵwHll$)Db{X~ r[!le(fnA[nAuq{)WP)Wef{$AN%ID5ATr&QM h ATrQ %AD5 ՀFTrQqjD7پ?nEoAF||K+ؾ߾M/l7_dP[$CMW/peP7zN =8duor d Ԫd8%(7?{qKu훌^6Sf&^S ""^{DM=y7>79gnZvno26&~v+?p&ǃKP-G&m{߻3cڻj~~ <@<`pruR\cy )w~T I7IAҊS}Gu4W=qUUMRTfJuACMRM*46Y* bn26AAz kP1&?5KʧxizoSLbO5u4KțZG%jD^7I]3V\Uuc,I x\zAXRgׇuMCo|| H>w /<=p  =, қf&)HD|<V`ćW='YM'>e2~sL#X&?Ͳ(gGjYh [|8.SP~>ed§7|E dG=Y@.|% x}!4Y;ԷC#f>b6\oÉ&6sc`M己G3|CV% mFHo Tf-ӗ6}IYlMw$f§yʇ ~(>_0Qز2s_v|X)b1˶G{K d"H%d4|"fNvٸrVNc) U,D e%cK%o e$F4)3oi& Yތ $M^ A  dK>Yo6eG4-)#@pi=O*[ğǕ e(U)HYGdLY iI̬)MpӪS(Ye/kRYdڙUV&:K;-QeNXY i /gʮ}44¯o ~׷G̓Aaysȴq=A%ODF˟. T"Ow%` 3Av,Ytd4h- p˹DE;NTBrar*ar9䧍z}, r~ZWM!O*A}4$O:jzT)MdLdzTqL.t Ϳ*7' ?Qqrͣ8CGSy9qJ%frltHK?KK&*NMTW#H/!yDҭMH!H: Kr̤6(NzEnU>N"H@{-X}FW59ߵOXyV^oM^~!O[:%tѰ!^LG’˒LO=d9VQnS6%MoJ9tRޕrHӋ3e+&tclg#'_` G8Y&`DEO=saLer,+Qq)n]UL18N _@IeuYHtTV0Y2aOдRV֧GshZ-gETV8QqZ-ŅETV[A$MTV8SС[+ |ŠE!5ޮpW PPP P(( B/{ aQ(?z9a`EAaH .w|dPkPlHEnIU%Q0B$c,FH / 0 Ƞ1,@* chb0"00vbx h    >ch0O  I 06#{#?b 1ވ"1#(EOb O K ^L M)ęO)8S7<8ޡ_0" P*j;pX72 H;SC85aXapj(f"zqj(;Z*qj,x,cQ1X(C(Jf E(\PĶk.=)ny+X;Ac}t NBxa  /w!;@_~~ PW@EbPcEc)>!#wlC|qQTe)"CiC,(e\RFFShǎށQTFg5e$1ddO'ʒ(a13Ya0m2DqrwV];9߁=QԠ\v(J!C7b707V©ፕpjxc%X rx+D*7V©xފ([Z9Ǖa嵡F0Gb)12bڔ(Jj&)7QryS.Ü*.*0w+f&+TxUeB ͪ ܪ [)w3G<^Q܅)PpEwQ|wQUr!a3C›3xE`PJA 0p+1450pz^%z`u`Hv%䥠*4V ~BYAƍW*1\0"}P3,(G"/+Q`e`fd7E!( ?0`N~L2)t*L@d+lJ2Ps j A@,  _ :eua$IAuQ7)HI"(H)$ؒJ0AAu8fwQG20 fPeР נ 2JӣĤ JĄ Jt \$J4?S8M4'OʪT Č?y)ق*}fuQBɌN+#aMf_dHk2RFI&,tRuVJ*()1i &)M&M&MRs %jmcяOD驧d,9d,Y:g@PgsrN2Nl&,cCGDoٙqdɒ96ccd eM Ω;#=n'MR.D%3 f 6KnYr@fƸY2s5n̔%3aha`C&&)~L"-,9m KfʒS2-dҭ,4kdfbm,yZK^@ Kfƒ7a"txC 9~'g[ g\%(gz\/gd̗,T16HNE*w\>(nWw,91vI>((oW^AZ;X2sNVo'ATa@&KdU9j$.dJŒ݋ 7>1PaLrcZѻA02ec ;4$xEr!uy A }{Џ`D FY* /ݠX;Tb{P̔Lގ2աEC'J~̢/bQL@X/E |YǛE11fQLtLtͦ; rzB4xp Z8Or&۠ \A-O͒Bz!Ogؠ>6hZ< O'4A =\x-h;S N(QFkA iLw-h;n4/ Nxi'\ƂֳNaAsٹ0h;sau.L:ڸNjZ'A+ 2h:Q4L ZN8IK,5B2h>:7fE'\KA 鸞 ͢GE6k>ڬ#jN jà儞0hl9%YԝV4 LN-$'TA _rB4z Z9N(v`pq%h &. JмpAA'\ 4rA/M*.܂V`߂-h׷[p-тy AcYnݥ0&NX$*LF&alpGꅻ ^ ꅻ ^ ꅻ^+ꅻ/8VA_EقflA%4[0Z-蠂f` 6ASkUr-mJAcSuւ)h`ZoZX-h&U &APhj54;tAA;հ"iAL}6k|2y7y7P} Bp 8AM0պ<;yw=v^e;ur5&/yvXWi+?Mn4'A[Q͂pЊf<8mA7YP-aV`<3܂#hn?_w ,#HY ,h0$#ɻ#ɻPN 00 ,h!+qpǂ!hα 7VbƂb!h`,h&:V Ył hG`̘ZJ,[m!Aɠ?hް`Ub?t%A$,.,V A3;{А`0h9pI ,X mVǘ15<ܿ`|_c|_|_Y9|WW b b 7~7tXs:,`|^v X/|^00 {^ 6cgWw;,3V/ġ >%/^Zv`|,^2uV0CBԦ= &UDk%$ +$.%E}x)'`|<]|-]yE)A_re`L|&jm&Lx䂹N!rNǗǵ8콖^-om{…(8'{_2@jygūbwL/q 6Oo v#ǵ_LAg%--ޏZcfVk ~4qBljN~!hAhAOxA 5$x1ІK~g>p ؼzf R|xFm+y}ʆwd);p7`$m<56 +_.6<6P+N|}<3Rܮ|_xJhx; l#m(|pS 7QP6w$MF0idT8$ݠj)BywCWғtpSšϡȤo84o+I7iN79t%=IߕCE:A$Io'%ymlZT "B' t- }‡':ђ&/^>*y-p4ϮV]5^`]&q$=m/^"}C=ZDI^ }}IC_IM.WlƩ>0"4^.<mrk*7ܪ_Z6x\+,!P}IKCߕq>lzvq߷?Z+/:}6NSCGi#p3;>s& bЁ0*4ۇ>ǀ ]>Ks0 LuCt{ Cݰ3С/~ ۱^վPvF9t>Zӡq3@ʡzW+ z>8)&|0Mp<zCo3¡zCsc;ѡ'薤7h̷ WCh =41{ua߷"á!n> L#gE CcBCcBCM֏za@BNhИڊhcd;I] qgG@Cc< RGt:KTČN7 ʠw|SV;W}~uYW2FƩ.= ~:ѵ^$R]4ά JؾU>Tz +ZOaZVw>N{ #W:ƠQW1_ w q;k Gc1hs_ q1hrӞ FCw@A[3DЧR#o'/1<߇y=p?4 _'5~׎-=}_!oty`AquCO6耏cv3WG:o+6%N O#|z>BK"k{ޫ^s 9vdu!{cǓm {;j=<Ȱl^:9;MJ {u`o۶K1ؑ`٫p3GZၯ9;"^ 'dѼ O}HWGRݟjߟהv8 4DzʞV v@>gbN`N#>2{`H>b/04]#BNڧ7jW ۴ kSY-{^^fi`o =ޖ^]+3maUsQ,  gy.l){vm:Mt{NcZݓbob/ iӓNoЧxch}:oz=be);]hs=cr}>><\*yp0ؗ  vk¦7a9{::=tyʾ ^6Z疇jnijD'܁Y[!wUn;9 r7{t=Ɨܜc9ǞrYcZcXccs>^F^R=p w 9/?嶐YțZȋV]s{^v?1}o8r9>jaZZYZZX=\EϹcy=7sa29?Vci̱qk5Z*޿wFK1vL1MTpr~?kK>9][sWp>zے}tϹmnHՒ]YRYR {lp3%{Z y@ ncuHkeJked%;,XudKv1d5Ϲ-˒,Ӓ=-Ò=< k] k] k>=KvX%Uے],Ő {E9kZܖiɞpeq[NK*6kUl֪_Ϲ5C*Qe^$-!wdx΍`w:<+>wqy~]aHemԴFKZ#5H k4k4k8kj1 skkcSr-E3+?67,swǺci"yݬYҬYkK֖jZZX]Y2?΍YRxMz}ͽ)w8Krw:Kr[=^;N;nnV{ɳܨsB=u}ϹTϹ.2{`'z=m!H؉s#Isw yFjFjZs,FjXț5ǚYsZȫ5ǜ}lXxcqnk9wZ5-n *ϰ-B>,Bއm!mq[BGsYțZȫZȋXȋ)u ny1/ O O  &4s[ȝ=4u|iC0N\Sn y7|lϹZȫq'JCr[ȝ{hXЀsnc7kFVvBaabúņu k/1FΝNk5Kt~ۣsp7 .iqW[Cnkt={Xaqjs[ȗ|Zȯsp߷fIfIz[=֭K건z, k] kukuhX;:Jwuם-p=,CT zϹcgp=ϹzlZ=6V džcnXz,K건z,U1 ǚcfsɣZ'jO|}XNa] $,{Xaiúu7n AXwa ºu7n AXwa ºu7n?,X4ai7K߬EnͺY4fѬEnͺY4ݠYz7hֻA,se,˜fٟ7ӱ9WjνYf:4աYzuh֫Clߛeެ{I%ͺ4^Ҭ{I%ͺ4^,f70tZ5R[Mn5ͺXj΋Gn5ͺ4Vce:֭ZPղrBncV(ujzq;-zmkp[#չUNT;Ip{fTNT;QDVmVSj݉ bjs?vYTFUp[#չQUFUUnTV޵ms֍Z7jU띨ZDVƸmTXh.IczerݽW&+Sް2ncu(+ScźYYp[mNJu+}XsŲ+UnsŲnkupnsVnm Wnsź6W\nsVVmp[>Vbu+_9 nXwF.ms2an͝`ź ZY8v.x~yn͍n=V>z67p[mn$p[mn$M[YWM[9[ƻܸIv+_xVne=Vmai٭LjsU[yrʲ{67=[~_=p[mnIn͍u.6MܭćZ[l2ebȇۘ%VVneU>dd>,Y-|iY弇mw6wˉ%6bt+ܹ[yʢ}Y܁p[+s^xYwn͍neq;w`+xrnk5K ms^Kfsr[c 6ށ;܈JyYܿLXnǦuE۹OyZiݿu{Ziݿ=ޠuޠu{nM=V9iާu{}Ziާu{%۹Oǒp[y}ZzZӺO{ZwiO?mscZwiu:6/n?i>ާu4z{`8ѝc Ks0,4 Ks0,4ò^`X XaKs0wai?,ðl߇wNLm}s; K0,ð; K0,ðò9aX6; `Xza Kk1,ai-e?,ŰmbXZai-10,ŰðtòwcXytK-{n K+,ﳰ4daŠ,, YXTaiҐ! ˖*, YX8nhҐ! +_ٿ-p$Gk7Hvn~_?T|Վvf;ˏ=??)_[o^[2G*ܥ_]nE4(/N//0a"W_v?kٷ=Xh xx3"C?ޮ{{콞W@wH׀}{=ҳ m_Gzo?:hnemwB/E?/@~㼺?_gc}П~4\[whTS Y!ܣܻ+ϝ|藻F֖r.7NXSchA}S_d'Ne497QkK_ 7Տ_??oޭ5IΣ6k=g%:{H?w0vnI?{m}M~}z{tWYCpE+١1|^p_|<񰫯#/f`ťeȽF1*qhy]@|7qd =qG96ۡ}<z#$ԸC~ͪ~ [#}3\/z$_k|ǡkt }ϋF{~F{-8!gڠQ"r+ǃ $>꣓ ;O$};gw_o#vڠO{#&owA'Y^탈/zފ"ρ>DotQW@~FIH/џ}3U}TgGyE }@~81o@^@ ygtڋ.A{A~S݅#H_ ߡ+ww(6GMWU}ܧM ;nOx9 !G^tw<@;E,('E:P~]A[Yq>yyKi=EӋ@/\ Ww̷Cjpϛ1Y_ؤOR-s'瀫‹ =H~/s e,x6`o@5{'}ۋf{ȩow=~~s6"^tn{As΍?=9y ldEg74^q<zʫA߲sfyE_w^4۳1YHO|9%щ1?@7Ǵ2;G4Y?Y1 F;4ٹcxz<OLBc~/xJ'M4Iȱ.WBOmtgr:7 y-@u+}31`ʻ=T~Io9t!}ax_0DC}ݨ7+h`^΄~ t~"3 }nn z1z/\/_QIq tć<@sܫ۟u~~㽪=?P oV_y>*9tNth~P[ϲgUWW_~S ^oxz]{~>t!}כKS9m:˥ٞkQ{/EY}A/:s<}! s%zӡ$ίzrhׁ<֧<֧QyOQygΣ$Vyg=|8=DG"R <{,׉ڱ/G AwWB?𢱾$z"h Π b?Oy&0b֟;Yߝz~h|e"OLG@315_:`ui-P1_p{yLW Ӌzp IN5&τgL_9\bj>'T}aCd>ַ|?F/nҷ'+AEwGx?O7PBC}U CKc??'ȟAh>CPm9?Կ PݏA q~hl9<_ޯbhjw?}E7}_P_w28^h?h|ҟy"ڃmU{|oA ߝǝOs}t&h᫐7NPB_;t }9lCt8=ODxy(5 îP0_:8\ZxRxB>!ylB CoH[o Wc.;X/EWF}S7Ԟ);wB/-D}ҀDh!F>(wi79ltV{T/[x! {Hs9ڗAC'ب.]IDlL~xFDCGzs){(xngxO`# o> |whէ@s"Z4W* BﳁX4^l*T{*o>:'T^G(Kԧ@} ԧ4CSp>4CS/ KG~ʻâb?>KS4?`q@t </+Yyb=+x7^ *Co;T CU+U^ޮ r?>ЇGh̯{ChԏG*? OSxߏ Q&&&&&쿦W |_7}ކʯh"h" oA_=pmҷ7w>Ch~_E{?~ʟ>I~D{Ip=v~߫jCx~jU~*]W|w_/^Q/Կovh~ijEP߇ʟ^J{Fzo*=^w~WK4;i_Uog{ORWז|wQUT>|wQ߫0!:IWЅRw~/߉61ϓ/6Qe50HCP |6K CҨP}OC}oOW}U~C}SQ+uէ_>RKէ7Kқ޻mi6/_z4ߑ}Adܐ8齬!3yHzddO۠/iz_kHC_U |UI૪GuoЗXEznY_H/7SM]|/{ֵ]C`H>S'%=>8?C3$_C;3$K~>]푨OD}'%?=OJ~OJ~J~C}Rр'_x*ꓒjppsssVwEcx}|(VvEczڵ>u nM&`=Ρ oTS%J>oU{ ԧ o*<E;-j"< ~ߵɿAdthYssj==WK9¾R_\OX?Ou|  {&{J}TSuc=NZ_d_U7c_xL3Q!<3X '< !<Q.<Q.<a'ۺqWR<V#4كUؿ5sUoXe/VOu|!5S8SxPppppppګ<+,O \;4ޱץž%ٻՅ<>ׅ<>( DyX_ >*|U8p(OGyEx8p/_Q{%{^ M|.C~ua򄯱EM/?P'Gh}{C3}b~!z&{ {&z?1?d/YB=sd?Yϣ{D l/|ߑ}e\-+{B?/+ZB?߃dYK K K K K K K K K_CCP h򄯲<,O q4iӄ04? C߫dZahp?O>Ο*|?U8M7 "|/7P"|#Q^/S^Χ"OEx9m|j?~ִLP./X{k?cMyLm1V5'}~I Kx+ Kx+.;Sx ʛ[w _)|x=ibq^q~=rEο4^ο򅷲|kׄ&7-h&eB|-,_x ڃW*5_#+7٧|~ܯR'ܿRWj>V],_x9r>|,;|,;P~w|,Yw|/{xoP{g~ǯH ;i/Y'd( o%_{'7/w>, *ߋ7( ES+ʟ[>Sx+_h/ a_P>;s4+T?+IE/sC5r>fF{s>s>s>s>FfP9 4( EM9W/?i/ ?w /Oi~sl?7O},?D>OOUM)his?m؟Ӧ^>EF}O/E9ߋsQ"w+>Rmߩ h}{*[ߧ_)dm4>w.oi ڰWP''계?P@}F}계?(OY/43UyS3AV!o>_YWg _hg> A} yC)P} /R>iWȟVE3Ӛ*-c )^_XEyՊF}_>h[V'tgR3Q._hKg> KRׇAy'MyׇT}:d6wHtjvh8 L4oguCoH+%X~G?)}s|d"'O`#[x~E_t~qd?/:xf}ӬtoO??\z Yxha#[??}?,}ޫ~R00?]ދ%[_ [x?gl}4 OӨ/lZ(,_iJa%O3lgX 3G?C6 34ʼ9ӨlQgw&K6է &"9,} B~υ?Y-ҷl}ӭz|dÿIğ?Mk7Ni#KĿ&'\և?և?>.H/Ypj O%|RRK/K/Y\›)y# sٯ~ap/W߲~{%K~[ҷgY7M7GS7Mg^oyX? ÿ1?߰~whY]#K¿)d֏i#[?_߉?Y'OG]'u#[?uǟ~f׬i#K&Z?G~֏˿KxF%|`~Z~e>,o_ߑ!G~-gY,~z?{ ~wdcS;{GG_{ϑ[س>}9>ru~?|ߧˑ{9߿|?gx=|z;g>zy^őj:]]_oEG^KG~G{t_,?߻{e~ގx|G^%~'G_msVr{7|ӯ~vd>Ⱦf?_g+QA+xWsd9sd#[_㭏xG>wu8Vm V~dk;<Oʧl}l}xgo*?qGvMȍ_?7>]YȿOʿl}﵏l}||㓏WOKl}gT}d|U~w|d*|#;Uf*_[_[~S;Nj+WwgO~3x9+oV Gv~^]7WU>_~ˑg7-Gv~lrd_/Yo/\Ynr_l<|s͍OnC_] cy= u^%vM Ovū?%g<[S ?4; Sx{Sxw~O ?#BO| 9P셟\[޲/ޫ-O?xy kƷEc/~Q/>Q-,W?^6#o?a?ׯ>x2^G6'}d_PGz)G7S_QXz-KT=7k~d?UG~ՇW}IճL˧W}KO>~GzSOX#zOt=S/SxdO}%U/z/v=]TzN{V=3b%ޫE5~G޴W뽰mG^a]V->q]_W 8GUocz#^UOL꿎֫2/K_zdzM{U{_/Z|^G_Z^Z^şzdWzz-{Az,׫IGv=8{}._1#>{}p=|u]|]_~+y.>ȮǻO4](/~z<`K s)~z_|0\Gs}jṀS|H)$wv|)ߔPgd~7K_/̧TY{9I|Me>2Sy+~(`hbsͯWe>5G`A{g~do~~̈́$|(Y|_)>΄o$%_h/ud#ߛ+>=*>>_Wy}ߟWz}I˙T|UůCoU]?bO4ёo^OT|^OT|^OT|^O'iz*>J# {z=-5ީ6g?k~?gcϑ_n[ŷYsӍn~n_wS^?ſj>g5_א-ϴ`wZ|C->Y߬T|Wk>5_kݚa+şk5?f?yͯY7k6gZ|CxW<<_gZ|;g>O6_j`T̷g>>M2|} 3e`0̗ydk[%/xŏmz(~mz(~nz(~oz(~pzP|^Gn>+̻Ws//=4^+xǞa{{{xOo__|Ň_|ŧ_|o˞}[mocߖg~ٍ}pJ=o?~>߯Z37ݏ?X0D Yq%Oo7~wцW$/~OWɬΓ՟2yy?yogfDyV`Zݯm/vێ-{߱V[viSvTGWeAVG]Uݯ:YZߜgVQf~jg[Cz̧T=SvCVo_w>U){[Wo{T?t~gηUI}l?Fˍ>ϗFOB_s R~Se9U'_ke_C7wK_G-}{KsGU?R{_wR_~K/4?߽Eii~,#ED'G'ܟ~~oʟ)sɟ%۲oo˾>χ|%>iYx?̖~#>oY7[ߗ~#_X6bq>cl}Oǿ'[|zzV{-=f|ԛ/Ix8K}x4O{iSR::~?YXXWꛣ{Kr8J}r>px*x*)4R}kQ/~7>766:kZ{yv~/}{-O?!{oҿʟޥn]cn<[ꇂzP0 z2 C1T+szP/7 x_PO C1A=`(]P. կyx]PO"wjޥ{K/kd<x=}>+=Cx|#k<'ȁ, BAV(gP+ ŷzx3!yxSoƛ3f)ԛA=I(ԏ>$7 Iƻeׇ3AF!;CcxP| _|uOC/Gx}??9'~1+ SA0W )~x0D/u {x?ǧ/Ge6ޏx?7χ|_i-ŧRxxI7K^(CP_ +}2t>ߓzx~ ۤ&}?_1z/.xLWR/ +Ro'IH9AR#}ߑF|?#U-R"/9]~6zO}Roʯx@*_R >/OT~2K95ɷA~=3T0CT>0wĿ퟿/G +?y=׿oA~9+T>-M~_ǂ|oI>7UoMz / )> #T>)ȇE3 )~ TJL7|b*S|:K/k[]*RXgb}!ȯ\Y^ ȏ_K ߕ [) 7~?|"5ėP^< >y' ׇA>f!r?>=WC!> 1/'-ţcSk?¯|Cڀw|P5?P<5k]KSZׇχxyx1w#o$~=_$^=}'=/$<ėZHnyYo'|zC$;/KCIv<,o_&M$ӡk/6C-_ ?~)oᑒ2 %|hYQ_χ}:=~$?2=2_Hwco3/IqCxf(׆z݄eON!SHI}TPR} ©z>>OԻMݷz)~>:?Nꁦ+I7G$/S>8/ԏLQ)hr{&S>6ϒ"\x0OţT|9Oŋ|5Y5e}d/ 3Ory4NΗ >u*^ߧ΋ s69OHS~MgS\O|h)A o0K|/H$KŤR>0鯰R';磕?%|rtJ2+^/xzϱ>k.^nOӸ9&k|ŏߥxl0ڪw[mk|N[xAdz؊ [xjv?sLW~6X-?xV} ޻6n [|X߭ݠu+>09&j|->/1OmI[A|gyɃ>9v/ ~ }?^|^ox[xV?_or|O:/Oy`O4/݇y /1KY^'O %t&/L#i{M4gRz9t}^i>4]?:KM g.ltEr=r泐'>)~?6ho<_?ۿJ?ooɀC{z6w pvA5&l>yaB^ N(l7|~е{X&Ě:2a P4&2!r9DŽ]N2 𫱀 6` e]-Z^|`'l/h΂!LH0&]o(7I7{Úl& "ox oo7 7 7 a7 7 A7 I a?,w|h(%DF|0A\ A&{@}a?<9P+ 8((@ u4 <r ",* Z9ps =_6 9Q΁|>0>P<;E|`@; wx@B`7_0 P "p -}!||aB3,3 h@i@P Հq ߅ܾ n }!8PB9h AŬty_hr@Ņ=\ r| 9 Ќ }w`!``F4% &PY's­N@ 04t("|' D 'J\ 8-(HQG-n($ 6Uh4<%~L@*VE'Pگ& k)TIp'/:Ww" }swp Vx x?)&!!w 7 ߲ؿODI@EB!> $$ (#a! T$< |#!' A@ =N8 q k$t @$'at^H'% ~XCr%2 P~IP5{.+!w;A@B M%N%P'B`'a''H0^+y[&!pߗ87>%o ͿP= %\OH ل0 PnppVB+>-C ο;Ixk$lXdER±pO8!8a4tqB$? H <$$ HH D XH J hH<Q Y&*ak@EҠˀe@FҀ̀I׀kF(R0X!A// hj(XpCCM94C~p`AE4pD"$h JO\< `OU4\PE<W]@@kc( q@uo4 @654`zDu{W766 ae2r4B($a_ `k} mz?` bo +XP+4/^@{.>_`X P}<c | YˀG޷H P`k5>!=} ~x'p4!HP^R7WKuAyO֯m`~FA x   > /@ O ^n * .)XWK Fl'pU b7R$BT`~~}~?>*疽.Ps8AY\8i߫H U4TQNG_@}.8wu \0ܺ @ WR+[ܷ)0<h.P \1󷀄5AK[<T vNZyUOg T yd]@x /K>y_U{QK>8[aU@@ ꪀ.LwaP'xuApUL `4 'nU0].FU9((w4VAo/VAr'S7S7  o*PucOg yOUANob%=_M8 B*6aY h+ha,$A@)hHaCD'"|Upmˆ*N p }?aOsAy`.nE!__`7$&Ho .3x 6"&`C o #Pb1^ LRBr!14PlĄ4E!E`cB nLE (oLA/OАՄ?AWDg|v(|=DXt?:O+$o?> > B!> !>W4Ix 2mZߋP*p*(0!U5aUРڄVA AL":3":4!iGC#BC 8k&HaCSe"غdop]wAݲ7!Mh,oٛEdEg"3ҴlB0τ?KH'<&l߯cKw.~:`*B++^0kB-OCwB^ o7oLkBN&R "xoBo6o3 6ߑA!` B&\[ ibX0<5!p>&]! ,ʦA^7a}0/=7Mh \A>&"`5A!? @J~W!?a,B,io7|{7]?PBIwC0߻hCX }l{ubBL+>nBHLb;!4c9"C a2*ou3 [7O2 }ׄ&&?a0yAHjBd|z=zgN1n@ wOȟ"MZ&pOX73ɾ"n/DŽEm&&6af}м|Mx^` '>,`xB3AoJ@3 f;PM8\C5A y2? =?7$#?Ր'#??#??#!y!!̟@]|>O_ϧj(T @I5,rjh& Nn5?< Nհ &BU7"MCjSP%hHOpRaQ5rCjxG a&UC/d=_ @xߡT07bџYjPzAL58sjD U5 moyUCV ]z N WAޯPo4~iXtjG4 a׍OB=jx4L9 h~7nzʟ WT]7)Ad4l a𻁥WK7 !qO54|4}Ab5La'4D? AZ б@{Vhj(}˞j8ՐU Pn`Y i~^Ȳn{VC)a=01O5,А{<a={VCt7(n`Z i=Ր ѫaWCw7Tn^ ݐ@{нлAp{0~cO={ܠ{c"oq=}p{hnk?mΣ࡚¶[YMstڭ)vӀZkA5l=np= ',3gɿ=n? '!7{{`q=C OosyW5iϧzS=Bքs=n=<<{P; { ||||||xwiK6#`w>dGA}is~|e[φM|.es'U_6Wm6gzIzIzIzIzIzIzIzIz ?.g`_ kþxwi}^?~:yta~}&߇*m~}&߇a~y4iӰoކ}K6[¾)/¾Y];=z=]taӅ^Oz=]/۶DÔ3M蝆+M>9FvZOukص ^y #{| m{^^{4~Kc5?c+z{G|zK֣Wz*YG+Y~%߯d=6{z=^xaʏ/zwj {^ {ޱ?: ;-->!^s>|~K_cz|O7coh5>0|0-u^9_9_+kM/oaoY<>^{=>_/Nz3&M//Y:ST__kKCS}HΫǿ5gRTO_i_Kf _c?=>O{?Sb^C';[N^ω997G zzzz=>w=>{=wdӱiMw<>z}ccaO~oO;TK,=nAooO`Wvֻ]gzɟ ~ ޏ,.;HkSӺ; Q?ީi@ތ?ާA:kև?Zxꅚ ؟gch!6gcȟa}gc?Yӥoa? -#KŸ&7M,oŸ?o%&\7?W6zִ༩>S_ՌP_K?>7}jy,6>MofƯ,,ß%/>%L3/,}?S?$O~G>3?Y?{O?/l}"E`#K__t~ѱő:xcO>ѱG?Mxhs5qdk?l}bbb8{I,K?7>zv{/~—l}l}Ÿ?B0 )1%Fa%O3lgX 3G?C6 3;zl?oiK6է &"9,} B~υ?Y-ҷl}ӭz|dÿIğ?Mk7Ni#KĿ&'\և?և?>.H/Yp= 0ҧåzߗl}iy[_ _.^yz&a=GK%/O?Gϑo??d 7o? ~և?ޏl#K?Gu?/o?OYvG ?5ӑ?ޟl?ޟJӅ?w .%vqm#_G~ȵٯt/{Y~%K707!Wng?~+[?-ǿg>\«dǿ%}ߔs|d7ߔ߰>#[? ǿ!_߅?>/K_wOl֏??_X?_Hğ~dץ_?=?_~[n֏I6>k?,.wIk}dǿ犏lwY[ߨϿ|z>,o_6WF}ߎllr~d?o??]ϒw.]`~wG?:{?cz~=7yϏ=c#_^G^}z߿ۑ{yyo#qS'#{z_o#Xݑ[z_~}~~TߋOȯGGe}Kޏ^{|{}>{_}y=y=yw>y>>O9>Vs{?>9xݑ#s~~wd}x;/wG~އu~wd~q}dy/Kއ:Oz;Ϗo%{:z;#[ۑ>}du6[o%}_>gG~ώL﯏l}x@nO~vut7ّ}|C~eg+~bx˯2{?+~?xO~d*^~œ[v<ǫxCů_*xݑOŠ8XgxGK>Ĩ|JWևwCWd+<ȿ*9'ߕ/?W;^Ώ'8>#K3l}OևF_GZ_wGv·>[ov?U{e7s}ol}ϯ|&7 <#f`~dg `}|C{k͑_^1ZKOn7j|v#rd?/G>ˑ6/_/7#77y)ɍ>?ol<_(Z(<֑/ޣ\U`W/ޤdG_J._Ƴ >sOSx#7kG=+~G?/T~Ux^_U- y ?xВ}7 Oy ߽߲ y c/Y,/։?-Ksg=~GaxS[ƿx«ƿvl/mO7 e ?\!O^f-.O=h5UOK=Rɮ'D3U>GG^]OY®ǪbcIUtg3S/V뽪^TW}M{՛ ]vd?UiU/߲:7uU>qp`]xd_=>O^Gzd_^oZ^ŏZ^Gv0|,>pgy]OZ|!7->qjD~d׃c#>뽱sa.>_z|w.W`}#ɏ{쟯zDŏ# ~`=/>G+{᛹>|4ׇn|8ŇdK2G)oSL98Gߓ|Ae>2IMQ|F~|Jşe#T|\s*.=z?y2 m/?':Q|U^$wG 7_I`zLN{͇e{LVl/~ Kb_{oٛ{&2^_G6?Ri*=3_Ny}Wy}ב͟~_|@?WUz ?T^_#/DVT|^OT|^OT|^OT|*Iz:ia^]mocyvCjk~]~6yX?{~n/_|?>{X?ůSC,~V% ݲL|k>5_j͚OhͷZ|c->[߭)qoY,~]c3%|Y|,>`{_?O7<4^W|a|Ňlӎ}C-dO5|}c 3d`(Wg>>]3|GxM5^b{oW,lz(mz(nz(oz(p}^7P|c-.ϼ}y?BCzh[W|/=y{?{W-z}w_|ŗ_|ŷ_|طƾ-6mo˿}>nW .17v/)xW^_OqBp?a'a~7~Տ _E\~0_0HS5RT ̧^:̷^<^>ܯA 1{1|>WW%{ɒ=dɞꇲdO`񫿊{"=eO`-{Ÿ?Fq7sɞG~_~6gPn_x>W?=]T.?O=>?Q<O s ɟ?d~O;3=ߑ{)y~LկiI,=Un;?dovՁ~g~wJ_/%}f߹OCw~?ogOg6?&dxsnMO{ yqOۤFou~|[&oy|qoy/>/>5_]o|?o˾[5{C-} }uy<|Ts_:/UE?{O~o//O74??z>OK;_؟b?r~hq>[{O|/{|ܿ~g>[goɾ-&|/ί,WS#lMxA_73~}YY7i{}/3dl~{~~oGkGϳl?ko n}c{9o6[8_??×ҝ;IwzHw>!]x>}=]>zFw|~~kO;?FuބZ]t'Uw03}'~#qj?K~}-''_;|6zA^_O K;|4|z@\7O=y"T٩kvz>.ǥJ|\ZˇNjo#SSc=LyhZԏԇG'G zPMPO^0TyA_% PJPw${ ]/wiKc0#=+=}'7zȲK񰠞+To_A}V! ŻP|+?ߌ7ef)7oߌ3x~7ߌ3'ώKP;!||P8QPo514 ŇzxlIoH_g(g'P|.d;AIԓ9AH oCb}S'˞d[x}(>ogQr=L7W~C=E(K8gӲ음wK;/ež!{}Q$?ᅃzP|$'݌dߍ==~n/mk}?COP"Ç=/P<"^= {cԿ{~+CxKw(~C~;/!2ſ!SG )_ļ4#0 Sx? )QL_ ORx|~_f輝s|H\K&>R|*~- j)|LGKx},EX/$[,R|+/ [TJEUB>O>>>ƛػ4Dߖ}[NW"32~  UR ߟ_ 2T}aO'cS|{*sj=?Oc#{+si?Nb?M哂|hn^;S |OLկ|cn_'1A0WcK5?ߥA~._|F,֧Z5ȟX_]) Wyc)QC|= c{ Ń|;>!~€}(c_9 / |ۣ{E>d_. CmAb|Z>_<:<5;!j; q_3Su?u(>𝎮I|}|@|(xp<OEwBC/A|y%ľv§7}NC$~;ߑksPz ̿oD?&bC|I!Pχ%|٧ۘN3 #$~76C$7Ia)I|m7[MPxz'2shoP$^5IQCb/ė>zÄoa>0 'C|I|g='C$3tOۇ껒:z)$2UGO%S>I}N;zݩ:G&b?&S$0&SI=ly /HS^o/_OI}+GKSk ϝ_M݇)~ijKSh꾒L{z|DR2_HSBI5&)gR/1LcS,I|.ϵO |T<:Mŗ|T8\[y~ _G<~+'ίa=NG|~y|S}꼘=iT=?z<.7{K n.-ջ%xxQ'[$xz伹O5i)?{)yo$۬_HgKO_LM, +Xs>Z)/?_''K$߾<9,/‏w78OHo!CI.|KA>o=;cWx]ϖ ~zf紅gO |h#0=a{5g>'oG [|ox ^Ň5 _zcW~h_[yaPu_wͿk/{+<؟n->~~cWX~a類(xkno׺non &˧R=4~ /D}h:ϼ>|4P^‹Okt>"h>/T:?M}&覆ClOgkՏn:^Oxt4~po[X>fOw9_Ώ.#/ޥgx3 =$$,6@iaS;ĉz9Cvob'SȸgkƖ`ou7X?MmtO'+l>/Ͽ7?w?~ݿibjln?O_w$|=FȁM1p/yy Sxqzb܏S8Ñup=73 ȳR1pޣv ]k8{R1mPp8i~1<)|5 ߎ܍I.ls P1.=.i G28F*?")|]!NkpNgóҺkm=HӁ9NtT{ ܋pO) pG.2'GUt[:.zo?,97D  t oZK%)]v/.2^@_egǝ ;O`ip$Z{ ohpi6t=OM3FVl[D‘yU3~ g{?bVL=:.˒Yv3`T9|$ ު/Cg9NX%x$xV.Ej:NRd^ǔ]k n $/ϩ?Oa7|#ߙug)< k_=}g9|*ƯT#x[6 ^ygݝ%ySx:_ge==B/#7¥ ; JHM\V{oK4SUY,hv wy#g p'AbjL-Jys8 %ճ,rw ()w GEsxcƣ-s'փ^)/^3} |6 >]kZu>kOZן¥ sa3f<] [k^=OM{|)׸ pe=Wy?pk)Sxy/'ٸ-~?sÓ/Mgmr੟+\&3xVHg ]' n/a\ ]цhk>kk>kk>ik>)* LCVS|(7h M\&);nNk˦(w(-˕SteDɇpp; n#CM' ۅZwn \kh9֧ZbʎB $xZZEkd ZOZIiqH55ZUoZllKx6,X%fa g":N^X7 Rw $84h%Zʢe0mӖMmӖMmՖMіMіi+j6 --,/ eW*pe+ pe3޵5m$F]ܭ#5#*{6qYcIcIYٝJ\IYM|K7 $x\ ]ӆiCWmO]g N1\:/{K!ϟ—2t Ԇn*6iDҎI;&vL$H1c"iDҎexѶLѸMѸMָMֆ.iCyO–)We X)#)#}hSFk޴yoڼ7mޫ6U{{=m;mH4xY/7y _ʼ8NN "'U(:OEu~% >ϪC:O=uz1\|:_WHuh/Zu>kOZtDVJgm×u~iZu~hZvxʉ:/#St«"PBZï)9gY|V4:1\뼤vM"cktFu^:v@wM 5ktT`^#҄sx{ӶLӶLhG< "РOU' )i,|?k x2{.k߮Tڷ+|I>kj[j߮ĘK* }"U\2Tipm(RoWJk[F*%qBrW}IF+[fIF+[fI^༤+[f<-}_P$'-# KJ&.M(]P$KB|זbmipm(.lk[Fqa%M\[6E2Jle#ɴK\[6L4vIYyi2d)9 ,Zٸᒡuj֩Zp:%e#SrbpmH"D⩉F(pmH"D)y 8;5xJ ̼S3N;<53̼S 0$zj$IS&QOMD=5zJ!Wnh C&Q-tahFfdyhCȇ&-ahq$M @>4|h!I\:%7-bh] -bh&f{haC&M<u C1}iCN:)hdhػ4ҵt5{ ]3w޵Ŝt-k@ԁ]StM:5uKyk/]3wͼ5~]&MtM65mkD״i]&MtM65mkD״i]&MtMsk΅9\sk΅94Mi24eiHӔ)#MM474D|M jZPӂ?ߴ&56t.4]i6hkiE7-ziLt2Me4Mi.4]iMhZv!.jI\[*4Uiv+MS 5M2߫ U-LjaZM^Wm´ ,Z :UsTͭ]CfpmJT4iR%hN[&U5MjvBU UM.36RΈvE+TM"^gpmJX)bUSĴ UM"V5T|RUIi\[R\䊖^|qEsiin.=ڥWE\ZE㊦iW.fEk#/qE㊦-h}EM ,Ztvݤ5v!m؅P+X45hj`U؅n4.$\qES-4_p)4hZk#Rjpm%-RKZdѴȢi9kZdִȬyEfM̚70k@~Xk#/Uj\y)RKJvЬ)պYZKJv3|YSBjoԮڵF^aPRck#/2; .jW*\y).k:ltXB tج}F^*]'Fۨ 1+I.IS l*]mpYi7q\2IS 0I&48iIj\yʊv4htk#/i׶A'K4hwk[FҠN]7\Ҡv-#՟OX)ISDN4N.)#\2&–16npm+-cpm)Swkx M76qJ6S Wk[FQ mE7e Wk&NQ M76q)wk7\\2ږQ׶b=pz`pmS&N\8z`pmK\%y Lܒa\f|XaiƇf|XaiƇ%\8%)&N=pkN=06qJS*\8%I.fXbi.fXbi%E>ldXRS" M`pmk\8&N2},4LKJ|06qJņK%]\S k]\YNw15.f9djYNf9dJ MRIE}Lr2YN15Ԣ>fxZ /S3L-cj^fxej^fxej)\8%))'6dxZ6S9fjvmfZ6SLn356)pm*E MRڼKvEL3}fZ>SxgjfE 34>C3 34>Capm$mfZЬFC3 -fhV j44mf5hhVYf5ZЬFC -hhV 44ѐJ}\wj4h34ЌNC3: 44ЌNC3: 44ЌNC3: -XhhF'54ЌNC1_\2: -hh6٬k44lVC5jh6* f54BfͪkJ]3yufյ$fRXk.5WL^]tɫk&fɫk&Ju5Wf1ɫkj]u5W⬺f1ɫkqV]ubֵ8Y̺f1ŬkY̺f1ZV,f]ubֵY̺f1Zz] n]uP n]3u-ʫkܺfpZW n]3u5N2u5[ׂO?TifzM[i:㗟h(3pMH* {ѧ?/??ߟ~OG)w!y w9iSŞfQ6S;zI]'Osź?"~>dI3? 6 KcgZVK/oe5۲r?Yb7壔j.-?}|?|om >7o㻿Gk`l~5~l3{ E v~ aݾ'}~?~GA?7ǿoB]/ѡ)3GG'ޏOA!*V'F'##e# 37BO&௒)vlO۝' c6Kq)_ŢBF2P ~uK7R{iH~(R!>KWtG1EN]b{eFp^ڋt1ؙSL縖>s7 א?/$m=LʛfkƁhglw!mI!E?ٌy᎟DZ銲 wqV5 hd9"}7FÌa7lKa8]&BnG.l04g1_ѸЦq]5%rA+TJ7z Ts2lRߢA-UI=`bt7ndtꤳc|JedR X8׳nFVHIpz0w8ҖC0G[Ϩfצz5:9I趌[#]ڊ Y˼N'OlxұOSa&zPi_\[׻6ȹu} ͞t.V@J/vt#kVџ﷫ hontҶ~7}^FӶKaw5CT>$U$;mzm{oX:齐ΓtZP|>3%iOn"2w[m.s|k,tm~&5Y7})_~7\@?U.7c2zT6ECF;?4~_YwXP>Amn649hd!ipv/geݤCd%;BPIҝī\6Fi R|nkBfqҋ?!hDQ>\W3fj$իLeű0 H7Ѥ)/? Ln 3 m<}^`xFᤍFF.dNPW9Û4)"lQ 6i8w (oNS쟀3m 9IdI;x6YI>͍j5,T*XUg [CCϴuyC?p#qBo}a˧8d@b,6þPgtCyvۉjkqjemX̒5}1Z9\đP-!m mV |K@&5hwTr9BH m&MB yMbe>Ҿ 3e'MF7 m&@8{PԦ Nٹ m!łEH-z H;[=@(1 3,wgn- MJgSbGwwr%OэOލƥR9&S=;i.qm҄G;49P(L[.NI>$Mm; ib@v: ٦KO"pxU^0[Mwr9_+Q?p&>tLfNV'67Yl7;nrҗY]]6v,pcxZ-g})q=B^#Jc8eLb1^s͉=)W] uԞfB19@a&p?.*e\(*±:q1I-tjkZ\}-&,gӷئgnMMvMW &vMh&] =ͩpN0 S&,҉D&L]Ï",3eB+8&*Zd_<'2ůք׍lʼn4M@sQA3wBv# OlٸMb{ x"*My0UUZxK%5v+-Q8h'b5.2 QD{6HC"OroUN-W7kn8. SgltzgEרdT'* &^DC)&o*Hmd8P첌QɨIj5HM:&M Jjܦ =v&葪/38EHm~qM&*v]|vM8G/q`[T'|+'L,NoXpFAJETLAZ˜@m⦲úv.8Jz)%5"ӄTT/}%Zv mPv/~]ٞ5ٳd#&_z0krs/}0krh[&ikhGMrl5\k8]0KE.`X4{(;&-oY[{VĞmouj>Ep`T"8M0nNl Xы֌MS(eJOaQbڛ|9e_Kx> 8ZLXf뛫m7[CN%:[Oh*ٿ(\ЂI)6W (< jE3]vB,:Ex`-i6dr6qMFU Ze^Kh=gߞEQڨݳ|~f·Sq&WRxE@Q)ҚQ(yL_f{J܍< %yi "i^. H_k> ͋<澩g 7k$A%HLG3|0L:NyhLg_*-e4K3;w$\FTƳ_fޖfڰ]LVF{fv\v\㊄4g+ߗк1_S6ǤfzYquyҪN[ZF lMxFUPũ-r% r0|KC oh-{gH֩k4N̷dߒ}QMwPOJ FUZ7e#X\M'_7ݻjηLIOLgRZvB~&PBb?m q||>1g4>gQ짝4uWmje";ܳ '%Ӌ);6I+^%ʵ$PLlƓfrYCN6--؞N~zCjv)CQ:dI^ә}oil--d2RB[2[OxK%gL΅;ldA oT&?574cAT#U?"#hmQ$}P+oGA[eG]AEmYqjA_F>.r8IoGӸo/xK|^c߾nM]6/83ߎ~"UAWu?hE37'XwT&:1h/u g(W^=h=H:oGAAl{ae4u=ia3kl!g-l.<n1](0kŠ 4:ё?(KuhQ5/k^l}CtzѠ,?\O)h/K}Ki-z{V{k{:߿G7F( ΃pGw<B936yوyGfzqZ=1ƽ+zkErh_㋕3<~^|L&98Ɓp7RN\_݅z~6Vyz׋B.E}{nRhoǤ~Dn:o> S"^]<+_DVbݼmN<.iݧijOr8),NůqF@^/?}5dO>-(/ 2sI{)%$t1. NAmޥqݒ[ [uRB4hw i\{!~pw~iϞ]xxIr&o '\Gpq\*1xj_|VK~qI5}!Ŧ/$1s7Cɘg{M(QuQ:lM`MO\g.ݧ[_%Vk nQH\Ε\ %U>b[W+u7 8Yt_Dg߲73ulgry- >h}J6A3옉z3֛FPv3Tׄ m%[֏]kތEV^hqڵkR\j|XSiY(?l=|6ѳE{D֛P+E"q՗~떓}ݪRR9n ˺[j*W[qK OS9nb FDtA[lnYX7_h+n1 [m`+مgarKv7_W"ظ;ZH;-92,Cn [.ݭ5ѥz6^XQD ki'rli.,:m:mº\l Kۤ50nWE˳v mc,nY[)"?uk[2®gH7fzw{xIؽs>^va3o1l:{?$w{dNȠLʴm+zǜxgzpt{w?Ť^I=F{t[-3랭IϹ{NN3w*esq“6W+8MjLz]4B szxiH r2o/ ?ޅ}RsGw}sRsOQ:9'_NWv\s -]4]'} >Lsv/[+eWҗ\Ju[} o]#S"w<<9O\uUO=~ >ľ\fy3gẒ̌PORhFo'c:[/ho1a[3'+#&#qq V3=ٕ1A5#; #<ܑu~tFD G(¨9@蔈2ޱ* jDI`LM/Gxcx ~Sˈi8"2#=9etQcG;fJpG,5Fdy4F:5yTDyTcdGO1YU=u!Y<WS`/bf")F/EҖh^x37qzpbG3щ&18qx1#e]c2O F2gFNFVRdt4=p)èL.S" yGqSgfwrGjO%QvmNhN2z*#ߩ2*> G0O"=|+YWs)yK.W|pWc@="vpuf+!bM\^Hw bҢc\$^ù'r\>!.e\ԏr↍lefLD.3+"әZpA;z̠\fX[6+ɭd}˄evcfw.`$fg1g<73S)b}`n~f3sӚywgkX^1 z dID1L ]+3Cx1cX (2}Q,!36)x/ o*XC)9lڋC7xi-Ex W1By7MzE᪌b%G/fEa|(%2J^L(6JG- uF8F1Gavn)b!X(vb#$/ LpI<,vRfދRʌ{1#E1(Re\;!ƎE18gvL,b3QQhߋTFD1(vS+xXΦY|Zivj`1zQvSa1:^l1,TibAuY_gbCu{18 UD1Ƚ(vҗŐs-XRb-,bKZWcjQ,Ś3xSE*=5BG1֣jQLŤ%(6ŨڊbM^jy{Mu(vyF1Τ(թF1ňXlS2b\~()E1>`b_H+y~!~bd1QlNF3E1X,(6rCce6#c|y77xC#[r۱؜_XǷn]<(v e梲X?g1R/}r=ߧ:ST{=||Ou:ST㫞|Ou:ST{9T{=|Ou:G)=>?|N=|Ou:Sn|w:SG7^T{=H=^SSqkOu:Sϩ:ST{=>>?||Ou>|Ou:ST{=|Ou:ST{=|OuWOV/w:_$枦n?O_'tV密gϮ=/U9{zCauzchpq sS8)8{acxޠ/d8žS8]« q2)g9!^s>]:\6uy^ngot^X^)GuSx'VsxJ|!{Ju ^oSQePK<77KåEۼF)^8rxWFC:hkz)$oFsp=gh'hψ?󩂕<4 %qn (t\x 9)7gഎ3 ^p8/TyV1g.Dp9{]9)K{< ,F9x܇nvW?P<ʲ[/8W嬴[^ZK 4|H98 9xk 'rnd*S|o*9w/9qXtAYv:v +ymW p871ؕcF9ت18O2|S}v>Ϩg{.[2+$+$)ࡀNNk|m29kKOs)9sǒD)%O8;#%lV=CLb:weyveyv|Fs8_$u'89XQf|`'MP'*^ٳ)))A5q`eը*kUvUvUvUvUĊ*gU^1q9XP?Ds:$EJᦈs{Q e+YkEV6FV6FVtɬll [7 PVNY1g|| N7s+3$9 Jw MR 6A+S%7,0\{Ύ/N;q S>υq gոʮ;_.';\+>7i 9Kvse>?&Nz-d|m+^`,eK*.d۸|+lϏzL唜}{(b|W)ns)v/21;#vX>CCCCϸ|Ql+vnCr>| |fh|nqZ+&]clwpޕýcy 3 3h 3h 3|i:`ф@@dM12Uͽ lCMoLY$P*j3"VT(?>_U$JШ 'kTT+{>6<*2IUdي8p >E>!ۮ&<ߒEnPL[+- 4EaCEaCEaCEaCEaCEaCE4yY1*% 6XȊ4i(+PV!%&J˂GT Y( g`eA)   SGRxR1c(AVZxXly\%%|J˂>>b`DUruU* a] JA~ { m9J3@+-+>ޒa])V6ƹh`eecKVgR6ƹM/ߕbE|nJhWk3\AG>_KJu n"g+ܩ6@+<"9=ݧ"{NAJS |>UJ]6~V*u%{u*W72U 띂ߕRo]YJ>P!`ABٺRXoCs عk{ PPRʀk ع>WX+bP |>`JǮdEth Ra`eC灓VL`]a]aJ&ϙ~WFb`eXbE]I`19'iBdl 7Eo߄Zo %C ە+|V6pb(Us ̳pb(FV<< ؆bRRHoWŝW|yVŰ$gu X%%-l*ǍSE/ ,Ϣt[dm t?}O2ܡRp}LYR?5yte)}䆲??}~o?~O6W;ϟ~)>ݧ&zA֍?yN#7$ϝ|{nN=.xy+`?'ߞw3_~OlbH^8]S2YQx&wM,~].wt Šmm ]p;n;V0k Afo/ϝ|{ ~E 1~/o>Loc!+kbX=8g'` 2 ]VaYZ >50ATG_3%?w\zyϿȂSW^o]3e|o|/?|o|/>{O򃽺Ym~5;,dW`=o;NGco5.z_}{ͯώ-Z C `%?:? k~tFg ZL|~+ql_~fD|lo_t_uri;M7yʸI4sCMWT6`t6h(ƹ邘\aRNotkJL{1o)q/Haʥ N5eq.Hh 81ets^>dtP(73vKm E9C3zԟw?U9W&}?e} b9g_3:2'cQlmM/Fz˜ӲoD7}"sYln@N#П Fc=~{Xg&"r|Յ4Bd23ڳˋx%7^&T9r¥8N}1Q/'w=N7og[j19%_o]2zO+᳜nB֒)9lp!iɽxzKu>V2-{rďPL䖧i ?z`7YɭCo2blau!I:I68 AF :"Ɇ#L>8^g@.87pFslr{XtVYlj΂kRd7#v>yz$lly% ^&)'(];*or,+ڌOMtL&s&i,GCӲ}6[Qu}xE{sMz&S#{{'67a7r8a-T'^ϑn~dƏfJ2͏}tuVsh{KnruEU;jl ovfԡmm`kE7-D7A'1hق 9*Af4#6rjr=or&W{79ې|d6p8JsRI4Lx {!9 ʴI2{Aۤ`Cb#3}Ro6N"hty4#e>fhFF67FT\xsY$BBY!W"6va8i[2qnrBrMr;xxUD\@##BvZq"g}HFV tIBZ)F7 ;t^6;9 dk)#m2 v^9od'u gLX?3Z#@4$Oc*aJ+ogv35ڵc,|[?E jѫ7GCBthFC 9])4/Ʌ|;gN g?&Y82h@7R41t)h(EC p!0C(y}&hPd9IhdnMsE*Rqoa +I;BpYٝD'}O 1x8I<tfndN6"bd`#XWfuxź9XW lxJPAd#i`-3 ␑3H؊+#*Fq2J;9i`'>ˬ"ë" e\##N6|D'k|Bx/4It5>G'dtD7|$K|$O‘t9'$W]HAa2Yb(#Ir\w _!-R 5G7lMXƏЋGDAr+!X,TƉod|BFC+ЌnXSgXqJº5q$$NbMzpecŚĹl.dN43뚇c.{f#LaG [+T#zCYދv9V,ьb0Jt#]$\ }恛]jq&Lg.q&LgIGr8"9ū|Sj2X6Cr4f؄"t㒡ME ZEZWxUVU3^U_____*7&cRH@YH.pҴ 8G>>&p 8y *N`# MF$>ƫ>ƫ$15^U1%U%U%';&OOTy 0I9-΂8 ,zNhYH*J`kZB# LҘyTX\ i5$WU;Uvg|QA3zN^]pzF*<#H.&/!h-7?Fg(Sv ] irRZ`'~:"/MNJ @'k`śo ?~xU_4"эe'KpgZZڿXu>5fCFXH-ebm"lѮ/ nѐ/vbkh7N|[/7]-٣!߰IѐOʽח'eDC>)#ob 21&;mCcS6LuP#Ȑo*UA:cf_~͏A6t+f|m)ˍc1śɮS<g\4/;U=L}!0BuV\f?-l75|k"}!NwyF'&"f78[q3:9Ǜ,9]q^ -n*S|)]5V]K*WnM[uR]yuXW-sx[t":J,w4tu䀮Qn xk|ֻ[k1%::N}W# }Tކnf4>7,nmэe(iF W{,\apųǫzySx̲^&ߔe7Ѭ)n@wV7DT MCeG|Y꛾_93,c>+ln>+yٟ֗FeW*}ū;U-CZCn{fHr0WFDap\lhdj-(^5כɗ-ȯ-E^zY//AvQAՔF$J\VDN#W^:h0l0 Lp^/-ܤV+>V+>V+x3 W|ќogwD+)<ݾp6%7;)7"&ΦbnK;n;RIl#pBtck`'>'>O=b>]כ]~)l(N|Yt/xBC53FBBk(E\Avu^W!Ha==}g1'•̰p43" 93B#.jEWDdwq#*~E;+}B~t!;NqAQ9:19Zp*9C}+x)W,Ä"RADG`RIै`hSDw0)b?! TcX%X+[{\%Fed׆WZH1T!+!+ -/hhB,ח;CryS>+wBJDU|;4#xƏ;j#Z{b;kA]Ppʄz[/cqGfzZ{\NrwѤ>GwkB_zj<cjaw n,A-&C|A^ĩLN~Bb?Oc/ۗБ`ȇe(u>^^";yjDt{]+~\=\$Gxp7妈Q-e Jgnę3== ߃{|G+"&}h`9(b!岔G}Gr+^sHH$HU#!^Hԅ`qΥ% 褗= ϋX '1Y Hr+wY /Ʋ"BKˊh/".ȋ1+^@eV_y5_uljkV͊7/zB8wa/tVx- WYB=+"3 כ+(^ hE|Zq{qN/=D늺L0U84ъv/y" "\RĨReHg!gNS8,v`C"ţrR& ʜA,Z<,i: a)Ų"ߊV WHWıW>,?uE:°îxqMzE3)W^AA:^Yt+4Э d"+]4HQzoW7x9+bzBZsWH^W W\uj ))䅋uRXYg/ŚuRxY/!:~)셬*LQ5u5QG018 &*Q014/&AEuz:HAL2u3e٨)ELSyaLȌ:ƧhYF*@JQ'P؈:Zz/~ S>)”Oaʧ0SMx S>)??)”Oaʧ0E)L| S:| S>)?z S>)”OaJOaʧ0S0S)LS)Lt)L| S| S>)[Oaʧ0e)L| S/01>)Oaʧ0SL=)o)LW=)”OaJOaʧ0eV”Oaʧ0OOaʧ0S)LI)L| S~| S>)”$”Oaʧ00S)L$”Oaʧ00 S~YW'Nv?w?~@&OBw|ۏ~ç/;|_n OFSt$yn:Egk]$aT8Fgr#tr>y 1>c4c4 _h㫣]:E9qFac4.)3эjN^EЈ8FR+-;KϝQT]Y ctrVF-z·#6ľcdStNhxpѨ`$v}1^@'7{kItJL:zBGhO=[@Q4 ]9IZXc4BltЈ]s0 &С률sho9Cg E{mStzh={w#M@WakDOa:1OMΔStyVgMYoА&x):ste}Sz^YyƼ2 Nh_hO>E7a"g̲)XdCty,ęKP}D@7a!PW@=K@3yKV/LhaŻRNI챺X/g9BY)'dNS}!Wݒ:Ih/BtN9z 36=GwMG"}2C.w%? "MN=FiM;& 4kS:ϔtǒXKcI$k/I%$=M*?!M闋lwZlأ~` ҂En{|p)] AP`_{WthCWI>cI|%ʔ$k 77sJ*hag {t'I{Ors+hZ5UC Hd/L0A6h>/V ^H?,!s>IAatU-4ؐؤ옢ivܚRR4;6f/)'s˂砓rIPFRpR;gNKt-;ɖ^,養nd+=ɧyKzR7vs1I2$nL7I$MѢycCâ!chLLLW4}bIYyb$ E^sɵEr\^"IَEӷE5鑴hG.lʴ,-i&o= h75{O]%e&uɤ; )I*RvE*&IŤWl+6ɿF E-[1VLz'ي)%7PwEo2 =dieC J=}iIh+F4aMETWԢwP![e}~fPy;[P-v $rѴc  h1ۋWETb# |\4âf/K!hZ5Q |/w"'Iz;Mi >V4sG JhX5TԍsbSHѴj/Y4dyM&!m6ږA< 2hZ5TWS4tw )dːA5=jP=QpKWoP5RѴPh)nQ\4!Ԣiho3 3 3Q WP_ah]"AcEI䥢고nڋ8pPZtREQۢEuDT7hR4Fbs=ϟ+r?(Bu?{O~* endstream endobj 877 0 obj << /CreationDate (D:20131008224728) /ModDate (D:20131008224728) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 878 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 879 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 883 0 R >> endobj 880 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 883 0 R >> endobj 881 0 obj << /Type /Font /Subtype /Type1 /Name /F6 /BaseFont /Symbol >> endobj 882 0 obj [/ICCBased 884 0 R] endobj 883 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 884 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 876 0 obj << /D [874 0 R /XYZ 71 721 null] >> endobj 873 0 obj << /Font << /F15 191 0 R /F94 229 0 R >> /XObject << /Im30 867 0 R >> /ProcSet [ /PDF /Text ] >> endobj 887 0 obj << /Length 120 /Filter /FlateDecode >> stream x3PHW0Pp2҆@@PHTB!9@"K@=s \\]B M , , B LMLA.IQְ4ӌ K# endstream endobj 886 0 obj << /Type /Page /Contents 887 0 R /Resources 885 0 R /MediaBox [0 0 612 792] /Parent 851 0 R >> endobj 872 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-126.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 889 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 890 0 R/F2 891 0 R/F3 892 0 R>> /ExtGState << >>/ColorSpace << /sRGB 893 0 R >>>> /Length 5997 /Filter /FlateDecode >> stream xMǑ+HT:2V&=:,dz-H؆Vuu#}@͞ʌx7JUSi~jfqlo鷭ͫ?>~|kk|]~tJ/^>|_城o7ʰԬ埛g7/ؿ}_~9:8z]۹..KsLTdt?>y%n_c2z^Y^|u81Μkuޭw1w_-8^JM`Mv5Mѕ:/mmn7~ZdAn#EsOm ,Z:Iu٬h)w3m̦]iע&o0:`f3xK{/e?QfD]/]=e)2<9 MyhȞz ǒ,g3|} MNףߗۼ-myh0tw\My&n[(!&ems]ZU,be5 \teeFJQՔӨ]~:ܧ-a net$8:wZYJ["g  ;Tfbao{,€9)Kc{f(L9ث}'Ņ.,afmW[ 1%`pU ,@wPG! l5;1-;ѝ3]O A+=?K3z3*%D"}EvA $ژ-obG3ZfzH兡CvmwW^:0W-ErRJ^:na]+Uf&dG<%.2`h*Bbఊc3kfiY*؅ +EG!P.Q8Y)$2«("Oe Lʎ ЌvNa꩔#e3<'yůfYm6Ys ĝԮkh,/QZ!=!u'Zd?! 4EMɨd02!|~!1# "3L; 2c~m=13KY1N41xvbRRvzs|F$^!kb "~Ahe36Yt:3ǫǸ Kf)ujU`!U0wMTH;4 FU9j\X"͎LaVT4Ӑ CU(Üa2lw= YXFڗͬU^(dGf^fW)r7gB ͱۖ-=*TuG@VDW0 DZ qIv)\H %b&eHV"uY*[S^7bzAzڰgya?Bx4Oվqٓh2-z,04)RS3ǃjpC-\x i;o F'Vnu6 ċBj)C١eQF@TMsRTX,SvXx4>|Di,{0' hnM,:C^[3ݕY3?Sv7}2J/]J>LqyM*]J;RppNTUX1BIͬ!cV!r3ij^L;Hfo!/;Gb멐V 2AH4IQ 323TY 'Zm]>fێJH W9Zj2|lM9nؾ,ӱJ7&T̸+Z(Q&*/= 2&it3"8<-c gV5EOqv=K D eQj6̸eqGܧGxRŴՖ `ƋY&V.6ޏtZeM29 M, M4t]Jaя2ʱ!%G}@j7#0Gvx _D7CFKm`)lf"[hi֞>b M FDJA` i&*1@iq1t֍I722?Jgb vLt$ 1+S[@|C24n"KJn̊g% a(dbQ*&sԃgJJ -vmDl$LR2z8F9C%n@d֡-F;w!Z̉2yCI#zpO:040 k,,bp&"`iY,CubQS(V@݌^aT3@Yd)- aQli.ذ2{1pOGzSGWjSۆ>,"ЬLteo)2%BT 1%zɚXHaZLTrrbV`B83hAX:ÐvU^Ǭ4ANHIXNզF 7EiNIaS!39]ڴpQF#n+ʞ]Ũ,®Mt+ ?ؐ"-V8\!~lΗXe r%{sl iA&oΒ=::&c@) bj ˨PS 9P-d0iQG4N4}2I¯|ja"A]|?1`qƠBˍF6,ck))d0IlbA~MH)MoDMhh(YsXVjZ7ptTߊDn&ʐol2Kr }>^&u cŕ7n߰,Z-) jK-0%j;Aac GYk4t1ʞ[DrL4=g,QctvMٟb2]gM}^|kǰ4EZt#1GD_dDmZoEXӲm,0ik#7ٝW XD3Q{t63J;EfK_!xΓo?w]1w~Η 5;;C5׼} .&37Cp)o>sx(L۶C4Rݹ9;q9Ñq(wYmC94NsO[K,ՔP9k<X-l28mt P|WV}Doo( gҙQ5Q1z)DD?] ۘ' '_Lulꋥ>&bs4\VfXX0u0gb=jNոSDtEØE*O,)Fh3N:IA e)TdP*YiPޟhڅEZi(2y}SYTo($(!xTŽZtj KŻLґ.VXQ}>J7T*353|& T1H%|&f fQbD|^s&UG03=FS '֍T[PrJ9T0?K.$% ` 7h!A$?]U$PCD2Qa23(hui&ojfH*]ܘpF@S1J5jq(:.|TNHYk{\ +>$hh WC2Kj!qje2A")n3ڭNT[P/B,&͖ӪdVM 2]j[eV\Rq%U Nr %V8XJ(M>ҍSG*aT%QUe!~`:&Vm7^)誢5kMo+rcSot"[7Z}֌-{5ݏӁ ?=Cw>}aΧ=8>܂}O~osPee}2׏oos??z;G=eC}h>:n1壃/}p||2LGcߖ_u=qXÄM?~9\W9?/q˽~/o{Wo޼鯯~~4_8oo뿾ޟvwK}.OrÆ8}=~/\" endstream endobj 889 0 obj << /CreationDate (D:20131008224728) /ModDate (D:20131008224728) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 890 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 891 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 894 0 R >> endobj 892 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 894 0 R >> endobj 893 0 obj [/ICCBased 895 0 R] endobj 894 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 895 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 888 0 obj << /D [886 0 R /XYZ 71 721 null] >> endobj 885 0 obj << /Font << /F15 191 0 R >> /XObject << /Im31 872 0 R >> /ProcSet [ /PDF /Text ] >> endobj 900 0 obj << /Length 3048 /Filter /FlateDecode >> stream xڭko cqh[V_@Wl*ζٴ|Όd%Ρh!9$'d= &o^wl&~dd$ ?H|90C; jS-ٕ}^y]u_[8y_ (|Z^L7i^$ "(B<\F@JϞn;Y%8Pb?B 5? awg7 "jW8:HX(+/{%!D"5VV21ϑ% c?M ݢU>IH r`KnW_qvx3μ\p_&#vҲޕ^Ao5khIE'NA4be{mM,ɼw+^Cz'BX0A ?tc)B[;&)|ԏRuHs͊X߹GSP>?e e'.! 1{ A[#F_S\XVEUkt grŕr6C)u#õڔaxƈ:n./x&NĶa2Q LVa3A19 kbzMFst[R=PP.m5Pۓd%^DyQ!ijF =dB b)ȪSF+ܨ&u#g-N@MISOEdlT(2@ qcQs$vpm5jtDXU.٨ߎ: n)|/^r'@HGGɀֵ9DKK;p#fcV8fr&[uCEɴ1@E0&φ)V0;USd[rٹHH;s!V1{9'i RO䒑i&nȧԲ]/eD<SFį#[+ˏ qA|sa|S234 ~Dy`Q\0a@/H +Q3,B{O7urik4Ɩ7+tHG.^O/!,5*'ghBG0 +˪6ʃǪ<- QHZQ h/k  ;æu:nȳ q΂ltL%sn;F"S54~UD j31$<C*BP̝]Ȕ/1A һ-#>90z,$I GFּ(?-[XJ7;uHÏglF׫t 5=ڵѸҋMg豺;vKiq7XQ[7&1LCHHX3ApW}g=VGROgr+@>qP&'A(B4rJ+$\0(ALK{b xf!227Z»|Z YS˺ݘ`ga{Qºv]A*+|;eA7DtBLDvVBLP$qc`V?Kp"09r M^岉nnbPq˞k'Z 徨W8QV5!xBV(CC7 t7΍pdxt )VP>d?r6p1&xRܸ /!ԥ'S{.؞,3c*ֱ?_$: E䌆$B38hG^yPRW嵑.4 \ptCtИ-#;'NOmɌkbV' +qYž[PMoZ!@UUR/BX]?\ptgj>v!0I4HݟArxMWM %BʑU 2Di|5R!yV_8ےq2D{%(,C~tE} 7#p歾L~e]i$6~L""C'$3\$i@*N,ϗGc "FuC$bh=S(c/-]EZ1M;G KK93)5>߰[!UF JzY-9Rh5#.F]ȥ:'8'X5.~xNڙ]8T,|e~g}r8(NX_5 pO^j7x'(: L M%9jtAk"C^hՠ8Q8;PK*\R4^YfNz#H eZ1 _QS BRRͬAifHje$~ԗhYXQXiY>dH9 X<}{fT˗ԎMnU&n4~7`8TŊ̄ZғbAߋqU1l{(O#bvccp Qj S@[>҈ѪpAd񫷔z9ƋZmnmg\uåO/m樆\$ 7tw(Z K2LQJY0Ppa!%e ޣ~ҁ^yw+ah cs(%4'P~vn5&mXݡ%cvS!`KYP7 D=˜>Q`-t>rP*KŦ:ųcFTS:1s7B#JLŞIxaiXޖMVƱN'sY02"ògUnr as ]ogռniƋ&ۗɘIN&X:A 9K'RD })|GzU#% m%qt^:k}b@TnB?rqyoͫ0= endstream endobj 899 0 obj << /Type /Page /Contents 900 0 R /Resources 898 0 R /MediaBox [0 0 612 792] /Parent 902 0 R /Annots [ 896 0 R ] >> endobj 896 0 obj << /Type /Annot /Subtype /Link /Border[0 0 0]/H/I/C[1 0 0] /Rect [211.863 455.673 227.787 467.352] /A << /S /GoTo /D (subsection.7.5) >> >> endobj 901 0 obj << /D [899 0 R /XYZ 71 721 null] >> endobj 130 0 obj << /D [899 0 R /XYZ 72 720 null] >> endobj 134 0 obj << /D [899 0 R /XYZ 72 520.417 null] >> endobj 138 0 obj << /D [899 0 R /XYZ 72 214.275 null] >> endobj 898 0 obj << /Font << /F46 188 0 R /F15 191 0 R /F92 222 0 R /F94 229 0 R >> /ProcSet [ /PDF /Text ] >> endobj 906 0 obj << /Length 661 /Filter /FlateDecode >> stream xڕUmo0ίU%΋NK[mR7eoj+-Ӏ@ߝ}! 99Ϗ0Ůzifc']ƆCO,IҰصbskػ ~ZQ/i-s +DH ͥQVxPc1-Z{DD)~ FJD69c4ilr=X]J*D( Bd0#CصiTi?`o3}!)keI47LZE) ;D/APnLfM-HKb$4RDYܨh:jR67d@D&H[<{*kYl0UcXSpclKx9{n KrԆQgzy@éި!rېN Z3 w\E goi%R#D3[Q R|Mb[`v9|QZ"Y {?"6$k@.w_x_-$6G:umthz6"@ H*5XW^쁒v>XCr.UN)c2`o>tQx endstream endobj 905 0 obj << /Type /Page /Contents 906 0 R /Resources 904 0 R /MediaBox [0 0 612 792] /Parent 902 0 R >> endobj 897 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-128.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 908 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 909 0 R/F2 910 0 R/F3 911 0 R/F6 912 0 R>> /ExtGState << >>/ColorSpace << /sRGB 913 0 R >>>> /Length 2273 /Filter /FlateDecode >> stream xZr\W`I..'U$eYBBX ):"sNAIy\p4q;b^1Ϳ/͏|s?_}7|[ƙw1/ |PĖ`J1+XIC4RQIֲqZ';˭oߞͽgs7o?%v .`C39Щ9x\~,1G{l.;v?U׵S.ܕRՆFbXl]mTRCƽ6u|Vltx2n~vflX3ۣXIv;}" ǃ[(8 9Y:{d!:}p"my_)Y #2rC$ Z˗[sÿ..?r}õ9?5ٙ[N \z򷋛ӟ:<,Ͷf@!da/6ga"s.TE XH96 vw}}ũ ~x{{齶 2Q'=lMXq0p=lguoIp(}_Iz7OHHu93Wg 8Do4|ڧrA:?ʡ6Q!uu{>X}6Vm $5iH&B"6S2=XS |Ȩu|p RMdY> e>u9p}0AZeH2]WPbt]w0-\_JuXKnc~-ȗPlv*{1_<FraVUG*?(_SA-}\J|APY Q xd!2}@{ly'_C"K^"D9!{T2ڣ _ꋉaLDDYDj&w'f ;MqlE\; 4qn(A|w J<_w"uTTw!:i4MF ld$ &P?7ϰk#jn84|2 RaH3诙: Ђ!1B1XfHmT1s}XhA$iLqc*,0$%2l"%x$$";:?7)#g{܌%vh]NLeGUpm]l톤ЭS-=hXtrGu<$eXcMz8&5 ɶ|D [8~:c%$MYRk0sF:#=04!ﲈpڒ b[ȖYe0oyU(C[ظ soÄ 6c.dgr06ڙ|0cF\=0[L2,옗4m0N7`v5̖Ӯ28-[pO&qTSڮ2cU62U>YWQ9a󼯬$u_yauͺ22u{ʍFRbQ |\tKgsy w:0w\PKgKt>0$ o@Ԟz K6KgF~18_6s_yn[V{n[V{nNF)DO ;94te\x^yx88폇{(ՓH2GF()?DQ>hQcg<tKpҡo sYpMΚKmqSMXL(A(f2N*%vΤ4zѦD+O#aSz {,|ixfd&)3a2kw<QLDqʚ{Ju&ߑj(HxHRӡA;)NU3pѾ`}<g:`W ;o3pˌYpIpЫIg5 6`ǫIphς+˽7z|z2ǻnF<޴ endstream endobj 908 0 obj << /CreationDate (D:20131008224731) /ModDate (D:20131008224731) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 909 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 910 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 914 0 R >> endobj 911 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 914 0 R >> endobj 912 0 obj << /Type /Font /Subtype /Type1 /Name /F6 /BaseFont /Symbol >> endobj 913 0 obj [/ICCBased 915 0 R] endobj 914 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 915 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 907 0 obj << /D [905 0 R /XYZ 71 721 null] >> endobj 142 0 obj << /D [905 0 R /XYZ 72 330.335 null] >> endobj 904 0 obj << /Font << /F46 188 0 R /F15 191 0 R /F92 222 0 R /F94 229 0 R >> /XObject << /Im32 897 0 R >> /ProcSet [ /PDF /Text ] >> endobj 918 0 obj << /Length 1015 /Filter /FlateDecode >> stream xWn@}WXT^_P H}('M"صKc x@BٙgήϚYud,mž 4&(Rc2v"_7L'+n_%j%CCD"s:p0a戸qpV T-*;\T!1KPsJ:ǕDP\SH i\1,R/|M'GR'7Qo0(%h( {RSdRf($LfcO8Ckǔ8 wTZ4Mi.W 6BB#\9H$$I&M-gQYν vTSӨdi5j(Ϛm gL͍5=J|u>6 缎C|a$a€{ [> endobj 903 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-130.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 920 0 R /BBox [0 0 432 432] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 921 0 R/F2 922 0 R/F6 923 0 R>> /ExtGState << >>/ColorSpace << /sRGB 924 0 R >>>> /Length 1390 /Filter /FlateDecode >> stream xYKo7Wpfh Hڢ)M[v]ۇ~C.lPo97Gd>2WnܙP&ވgp)6j~2>;asά_: 4ߌ3|Վ ~=Ax%6-o̫f~1m ]'C,chA`7Fb ^mɆ8X*c[Cmkې [aE?$8"8Eb-n h l D6YLl l=h#=rtm} jGv`EAC]|09sh*Q5o8YR AyzT %(~a.<bG`-q=:I`n,袻nE i Fv3G/6܌!S2qf}oMHyީNl~v4nF#v t ^ 'u WrҫY* `#q*{0ݪP{h(`9K ൖi]AJZPM:=6<0o!ut9Wtgt4 ,Q%=@P$U[F%GtϷdSmݟJaEsF<iI4/6pʥu!<^4!9~ :-( #=%R7^`_G ?_& ]vY?2a:T *fRLtǕ]FѫKpsm6[eVJҖ֪O;] endstream endobj 920 0 obj << /CreationDate (D:20131008224731) /ModDate (D:20131008224731) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 921 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 922 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 925 0 R >> endobj 923 0 obj << /Type /Font /Subtype /Type1 /Name /F6 /BaseFont /Symbol >> endobj 924 0 obj [/ICCBased 926 0 R] endobj 925 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 926 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 919 0 obj << /D [917 0 R /XYZ 71 721 null] >> endobj 146 0 obj << /D [917 0 R /XYZ 72 330.335 null] >> endobj 916 0 obj << /Font << /F46 188 0 R /F15 191 0 R /F94 229 0 R >> /XObject << /Im33 903 0 R >> /ProcSet [ /PDF /Text ] >> endobj 930 0 obj << /Length 739 /Filter /FlateDecode >> stream xڝVo0~篰>PC:ik{5o$ijN6ߟ?ۑb!$,J̔$2R|ߏ$b4w0 W drj@@6ǜ}p! C?)\x (&qjW_P]k4(Dݱ |๛d Up@!6r}1X.[mC=W8[26۪ͻ̩{=? 3&|Hi͖tU\$]q&l rGHrU f5ԉ5玷Bq(%ڂdž]1Y2T}c]ݭ>rďlA81vsa&\[xg8 D(v]GF>M=P$Q&0UR;'uJ8!SiPcƩin@:KL~ mNC=&x}Ea| Z]ff~{"O uEk|:lmXtmO!P2VPў"o:7-%X֦'Ƅ{[λDMBX7k5>8,_Gh3KWO4&p1R W.nOz0-ؠ}~R8Md'@E`*RAQMS2(k;F endstream endobj 929 0 obj << /Type /Page /Contents 930 0 R /Resources 928 0 R /MediaBox [0 0 612 792] /Parent 902 0 R >> endobj 927 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./DataCleaning-cluster.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 932 0 R /BBox [0 0 504 504] /Resources << /ProcSet [ /PDF /Text ] /Font << /F1 933 0 R/F2 934 0 R/F3 935 0 R>> /ExtGState << >>/ColorSpace << /sRGB 936 0 R >>>> /Length 7962 /Filter /FlateDecode >> stream x]Mqݿ_K"m~, `Fy@ 1l'1*RRRs~^-X,T/o߾/ۿ͚z7V=ۏ_~obƘkuk?/ŢW_~ٶ}O-kh=-tO/?_O__or7݂چ{1[IE^~ԴWGgn{ 7@{F"&}w ^7P{<1K5='&9]jNGl:R%=#M9p[jOb)9;N)U 6A)~6[h*:Ry^ܭږLST2]΢7̄bN2 6ls/,sۤw7-^)#ov6wtFe28r/mEё&öe=]l՟TM=Km$5ֻc^`mkfL2#IܡvD9_LnjNChf$mj6P;65FMk&53t2Ba5x;Rĕln\X3ވږy`eoN17'2_=1PSbMp 2Gg_= XqԻ ^HiW'kn"#7 Ro'wD"07bq7e{b R:qcg#-Xi7xRr}Q6IS3st1%1ML"m"ل<ؕ{:}UҶҌα #bش#lŦ!J{PRvwkژ'Xeə;˂ueJ( #&1ݣغpwo^Dm)CV%i@iK[Nt9' UbOX  dr㬍,d"S33em4j"ĂĘOUm%X?O:Y % DQ=dW׈a»Uyww?y*)RIUp@=t8ݙ?lSX,{c8aYJrӛ铈GJRË(-tS^EG<3G?N%yxF0\R+m`4LM̅kgD'~A|n%H%Uߝ[Ui1qXqY u@ oO^dx&,ъ4n{c=F{:hozDʌGhozy㳯r*La"˸y`ƥ#3$&#3#1ҕ)):#M`iӣ=CNCzߵ/C춻$5|<cDFSz:Qk`߿sô3YA8 ̐WޚۃVdsfO/f>؜A8>^~ѶAkwG9'F(TdA:R8pzCG +J|:AXeG>Im&3wo<(8FSpH3 %>e,*5Nyܝ )d=G;ސ,L1H)SEsg.jXs:GBȀv ғKF˦(XmLm-Ŗ "u@AZC1;󤋄{nU=i r[nX)qO5)38:@%wM1+wR4w؄Yfrɻs*:?M>txJW1}ji ak< %<^) ?wW)ꅍ)ԫ`$zz~ m~^R!g׫NߖP6hѲaÛ!pN8*[/t*h#_p+Rd=Bes%¶گpd=9Z@XS"y&)DjԐ|b޹%eYo2 ":K<ۇjSD݋J41Hu$G~lRwd$h#BѢu%LeQ>P߷ 9 &PZǕWep5T̻c@XUi)@±duܾPK8.9l &]iLSXu`Nu<,?&R4 =&U[,;߶NΫ[Unƙrzm4| W 8T!|35 @y\v.dL(ƒvi:]PƑM7GMݧr邼$&Cp%*+[p@Di-k¯+Ka4#Kr}4#Kr}4%n}Ѷ;hKǷZio=}%a,qe @W3fLǕmT:~ r]`.umn'_kss=ߗ\^2ܮ\nP.ԇ6ǀP@1Mex9t޺zhYYy{C[\mC?_&}|u~-a嫳HԦ\^?{v=PT[# 騨loXLs=f\/_p 𾜐C_9(0xL! r\ pr"|,Yfd:nl*} w'HC)U7u.͑z lvxK%[@F($i5I($ty#$kr39\YA^Y#0$Y0~4SЕ\ }y3!HI'|{)UQq]0x ObGk (.GK f[Kb '3%?mNvGlw! \š͙͒^tEUQ9wUbp hu:rԲY$4`)8\ɂcLR0?O$!})'#"eD^鿥9Iou]8(f'r& F>;|y89 #E9EyڕHdsep\9$hgG ,$p$,E98*Jօ7xb}Te1i=5[^Qcf Xf_'ũLW.@Z'KH mw$kѶ;µhIc펤\ vB$,I 9\r`')NR8RJR{ )X ,Ӗ`=Q=xt?Ⱥy~cOc4>ElgJttgh`vpAF{tM ~bvߛֶkSp<'t4~ ^#teoJWX<[RdOO|A4*#+ZuP f3o gȕdU3^;d #6o86|8@ui:]'^޽8Sl8 N?&uǘ?NĄ)XCM h%;0(q'SuSJ1\%cj1*T)r0#+vuBtQk+M.md6#IQax(>Rɯ$,gS2Y,91\?3`ݱOђAJQ@ʝ[Њ ܣA>浲jy#v/<7ɰՖ6-=I%*FKXZy,(*9aV^! J7`_KmwT]F7wu}uĵhw WR䰯Na_Jþ:"}u*Ń/0 "r@lnzU,io{ Ni6=l=k9^b_c_c4Qع^=BNW*#J.Xh/j}M /+/WBW-~ ÝXW-ѯ[x~I`(i |K+HDHȂ| ƒ5A7ǨZ|2 >ŐAmt}8ɹ6.og>u( Ϳkͅ*qyF.RLJA1X#Ej|%"0k]+%Une28fKknN~e7I>˘TnwMyv6FDmroGRq#[~Gܹ7qޛ~Gr)#xDI&7Cq}q;]uXap8ZP= GrY(^Up\zH︪*\GYOTPB@ H:z2Dn/3b_ɣ)ZwyÓp7A4‚iVlj%w'%KslI%Op%*97%JmUH*jٴd11%Yݙl$*HFgT_2?)ON0)#|Pjwf>D#[F)\qP<J2H Q qΠ{d\ +Ln;'ǃkavCwE"FK@F,a8 V/u\rJÍ.D쁽Eni6R w2:F7 oNFnClb8K[;zor7oޛ~\M?U8QgNG!Eۏ:uf? +~SǽT[½Zhss=w\'67'xxqI< yoi?Շ"oq7N}!?۵}CHI})lUy#SIzFGJWEc/j^un""J͒_U,0q_mj;+r#u/렗/4 >:F^S7CԢJ f{%%yN;' eCѐ8 ׃-cOAA M!Ka% l+=E6ka&ec=bs1G9{.lzD )_ gSRrRz+t@eRr0^}Agߛ L;6e``OKSQ܋^>b5]CiUlfSDJ)11YiG+PNl(G.Nr-MPJvٍkMk~hOp] QCA1a4)qnNZ@~V`{5vT\C.N Q9n =N-T#F':*ѶrՈ2/$uSm,9EF+=9^ߔڑ_FiF&_Yq)ߊ.{ M*\#י w<翮^')0QHax:C!uyb e:6ākKzXaumn2׵n_:>c}Ɨ`L' y?e%X oL;4YVIכk٘#V)!Vc0;& yP?vTc endstream endobj 932 0 obj << /CreationDate (D:20131008224731) /ModDate (D:20131008224731) /Title (R Graphics Output) /Producer (R 3.0.1) /Creator (R) >> endobj 933 0 obj << /Type /Font /Subtype /Type1 /Name /F1 /BaseFont /ZapfDingbats >> endobj 934 0 obj << /Type /Font /Subtype /Type1 /Name /F2 /BaseFont /Helvetica /Encoding 937 0 R >> endobj 935 0 obj << /Type /Font /Subtype /Type1 /Name /F3 /BaseFont /Helvetica-Bold /Encoding 937 0 R >> endobj 936 0 obj [/ICCBased 938 0 R] endobj 937 0 obj << /Type /Encoding /BaseEncoding /WinAnsiEncoding /Differences [ 45/minus 96/quoteleft 144/dotlessi/grave/acute/circumflex/tilde/macron/breve/dotaccent/dieresis/.notdef/ring/cedilla/.notdef/hungarumlaut/ogonek/caron/space] >> endobj 938 0 obj << /Alternate /DeviceRGB /N 3 /Length 2596 /Filter /FlateDecode >> stream xwTSϽ7PkhRH H.*1 J"6DTpDQ2(C"QDqpId߼y͛~kg}ֺLX Xňg` lpBF|،l *?Y"1P\8=W%Oɘ4M0J"Y2Vs,[|e92<se'9`2&ctI@o|N6(.sSdl-c(2-yH_/XZ.$&\SM07#1ؙYrfYym";8980m-m(]v^DW~ emi]P`/u}q|^R,g+\Kk)/C_|Rax8t1C^7nfzDp 柇u$/ED˦L L[B@ٹЖX!@~(* {d+} G͋љς}WL$cGD2QZ4 E@@A(q`1D `'u46ptc48.`R0) @Rt CXCP%CBH@Rf[(t CQhz#0 Zl`O828.p|O×X ?:0FBx$ !i@ڐH[EE1PL ⢖V6QP>U(j MFkt,:.FW8c1L&ӎ9ƌaX: rbl1 {{{;}#tp8_\8"Ey.,X%%Gщ1-9ҀKl.oo/O$&'=JvMޞxǥ{=Vs\x ‰N柜>ucKz=s/ol|ϝ?y ^d]ps~:;/;]7|WpQoH!ɻVsnYs}ҽ~4] =>=:`;cܱ'?e~!ańD#G&}'/?^xI֓?+\wx20;5\ӯ_etWf^Qs-mw3+?~O~ endstream endobj 931 0 obj << /D [929 0 R /XYZ 71 721 null] >> endobj 928 0 obj << /Font << /F94 229 0 R /F15 191 0 R >> /XObject << /Im34 927 0 R >> /ProcSet [ /PDF /Text ] >> endobj 941 0 obj << /Length 1597 /Filter /FlateDecode >> stream xڕXKsGWpܭ2x,)B/lII9aB.XQ~}ه` oOo]FFa` dE`xK7Ǣty![eYP?&ć\o0 HK7Wh8;Z -SA7Ϗ*lcߙEʈUM;fb1[8YZɺVj Jk\ [z06Gq48 ;ȶlzs9HR. w-Di.H$< _9dΘUޘqqc&k q̪ D90d%08O9zR=Ϝ&RMa"ĹBrS1F93Jb&J`C ὅC&_!1k|鍺,Za`GL\%hagq\榑 ىF,Vac%7GB|!_><Tֈcө|l{B F1;Rfh+Բs9s&E@rgSr; $jcD ^wνfT |wD[š#P {'[_k5 _qCSϴYQ Mnu?;o;2BL| 5uņ @NprkJHd%L`GĦ)ǽ53p},R&gҟ;tYWyQ%F#sr&I6raTa Ôֱg{zS@⦡iĕ(J }Ro_ "Y[٢UtxM7ySiS-4| #Wbˏl'TBobKP(t]_3*W;Wzy?4v1/ endstream endobj 940 0 obj << /Type /Page /Contents 941 0 R /Resources 939 0 R /MediaBox [0 0 612 792] /Parent 902 0 R >> endobj 942 0 obj << /D [940 0 R /XYZ 71 721 null] >> endobj 150 0 obj << /D [940 0 R /XYZ 72 720 null] >> endobj 939 0 obj << /Font << /F46 188 0 R /F15 191 0 R >> /ProcSet [ /PDF /Text ] >> endobj 943 0 obj << /Length 97 /Filter /FlateDecode >> stream x31ӳP0P0T06P0P05WH1* ̡2ɹ\N\ \@a.}O_T.}gC.}hCX.OȠl\=% endstream endobj 316 0 obj << /Type /Font /Subtype /Type3 /Name /F96 /FontMatrix [0.011 0 0 0.011 0 0] /FontBBox [ 19 30 28 57 ] /Resources << /ProcSet [ /PDF /ImageB ] >> /FirstChar 39 /LastChar 39 /Widths 944 0 R /Encoding 945 0 R /CharProcs 946 0 R >> endobj 944 0 obj [46.98 ] endobj 945 0 obj << /Type /Encoding /Differences [39/a39] >> endobj 946 0 obj << /a39 943 0 R >> endobj 947 0 obj [777.8 277.8 777.8 500 777.8 500 777.8 777.8 777.8 777.8 777.8 777.8 777.8 1000 500 500 777.8 777.8 777.8 777.8 777.8 777.8 777.8 777.8 777.8 777.8 777.8 777.8 1000 1000 777.8 777.8 1000 1000 500 500 1000 1000 1000 777.8 1000 1000 611.1 611.1 1000 1000 1000 777.8 275 1000 666.7] endobj 948 0 obj [795.8 801.4 757.3 871.7 778.7 672.4 827.9 872.8 460.7 580.4 896 722.6 1020.4 843.3 806.2 673.6 835.7 800.2 646.2 618.6 718.8 618.8 1002.4 873.9 615.8 720 413.2 413.2 413.2 1062.5 1062.5 434 564.4 454.5 460.2 546.7 492.9 510.4 505.6 612.3 361.7 429.7 553.2 317.1 939.8 644.7] endobj 949 0 obj [736.1 736.1 527.8 527.8 583.3 583.3 583.3 583.3 750 750 750 750 1044.4 1044.4 791.7 791.7 583.3 583.3 638.9 638.9 638.9 638.9 805.6 805.6 805.6 805.6 1277.8 1277.8 811.1 811.1 875 875 666.7 666.7 666.7 666.7 666.7 666.7 888.9 888.9 888.9 888.9 888.9 888.9 888.9] endobj 950 0 obj [639.7 565.6 517.7 444.4 405.9 437.5 496.5 469.4 353.9 576.2 583.3 602.5 494 437.5 570 517 571.4 437.2 540.3 595.8 625.7 651.4 622.5 466.3 591.4 828.1 517 362.8 654.2 1000 1000 1000 1000 277.8 277.8 500 500 500 500 500 500 500 500 500 500 500 500 277.8 277.8 777.8 500 777.8 500 530.9 750 758.5 714.7 827.9 738.2 643.1 786.2 831.3 439.6 554.5 849.3 680.6 970.1 803.5 762.8 642 790.6 759.3 613.2 584.4 682.8 583.3 944.4 828.5 580.6 682.6 388.9 388.9 388.9 1000 1000 416.7 528.6 429.2 432.8 520.5 465.6 489.6 477 576.2 344.5 411.8 520.6 298.4 878 600.2 484.7 503.1 446.4 451.2 468.7 361.1 572.5 484.7 715.9 571.5] endobj 951 0 obj << /Length 117 /Filter /FlateDecode >> stream x31ӳP0P02U06P06W05WH1*24͡Rɹ\N\ \@q.}O_T.}gB4PS,{h 0T0pzrr۵& endstream endobj 952 0 obj << /Length 128 /Filter /FlateDecode >> stream x31ӳP0P0T01V0P05SH1*2ōRɹ\N\ \@q.}O_T.}gC.}hCX.O ?  ?1o`0`o``gr n! endstream endobj 263 0 obj << /Type /Font /Subtype /Type3 /Name /F95 /FontMatrix [0.011 0 0 0.011 0 0] /FontBBox [ 19 30 38 57 ] /Resources << /ProcSet [ /PDF /ImageB ] >> /FirstChar 39 /LastChar 96 /Widths 953 0 R /Encoding 954 0 R /CharProcs 955 0 R >> endobj 953 0 obj [46.98 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 46.98 ] endobj 954 0 obj << /Type /Encoding /Differences [39/a39 40/.notdef 96/a96] >> endobj 955 0 obj << /a39 951 0 R /a96 952 0 R >> endobj 956 0 obj [525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525] endobj 957 0 obj << /Length 155 /Filter /FlateDecode >> stream x313R0P0U0S01CB.cI$r9yr\`W4K)YKE!P E ?0? J!DH" @ l%r38 H.WO@.E endstream endobj 224 0 obj << /Type /Font /Subtype /Type3 /Name /F84 /FontMatrix [0.011 0 0 0.011 0 0] /FontBBox [ 5 6 40 40 ] /Resources << /ProcSet [ /PDF /ImageB ] >> /FirstChar 136 /LastChar 136 /Widths 958 0 R /Encoding 959 0 R /CharProcs 960 0 R >> endobj 958 0 obj [45.2 ] endobj 959 0 obj << /Type /Encoding /Differences [136/a136] >> endobj 960 0 obj << /a136 957 0 R >> endobj 961 0 obj [525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525 525] endobj 962 0 obj [562.2 587.8 881.7 894.4 306.7 332.2 511.1 511.1 511.1 511.1 511.1 831.3 460 536.7 715.6 715.6 511.1 882.8 985 766.7 255.6 306.7 514.4 817.8 769.1 817.8 766.7 306.7 408.9 408.9 511.1 766.7 306.7 357.8 306.7 511.1 511.1 511.1 511.1 511.1 511.1 511.1 511.1 511.1 511.1 511.1 306.7 306.7 306.7 766.7 511.1 511.1 766.7 743.3 703.9 715.6 755 678.3 652.8 773.6 743.3 385.6 525 768.9 627.2 896.7 743.3 766.7 678.3 766.7 729.4 562.2 715.6 743.3 743.3 998.9 743.3 743.3 613.3 306.7 514.4 306.7 511.1 306.7 306.7 511.1 460 460 511.1 460 306.7 460 511.1 306.7 306.7 460 255.6 817.8 562.2 511.1 511.1 460 421.7 408.9 332.2 536.7 460 664.4] endobj 963 0 obj [591.7 591.7 591.7 591.7 591.7 591.7 591.7 591.7 591.7] endobj 964 0 obj [696.3 670.1 794.1 763 395.7 538.9 789.2 643.8 920.4 763 787 696.3 787 748.8 577.2 734.6 763 763 1025.3 763 763 629.6 314.8 527.8 314.8 524.7 314.8 314.8 524.7 472.2 472.2 524.7 472.2 314.8 472.2 524.7 314.8 314.8 472.2 262.3 839.5 577.2 524.7 524.7 472.2 432.9 419.8 341.1 550.9 472.2 682.1 473.8 498.5] endobj 965 0 obj [599.5 571 571 856.5 856.5 285.5 314 513.9 513.9 513.9 513.9 513.9 770.7 456.8 513.9 742.3 799.4 513.9 927.8 1042 799.4 285.5 285.5 513.9 856.5 513.9 856.5 799.4 285.5 399.7 399.7 513.9 799.4 285.5 342.6 285.5 513.9 513.9 513.9 513.9 513.9 513.9 513.9 513.9 513.9 513.9 513.9 285.5 285.5 285.5 799.4 485.3 485.3 799.4 770.7 727.9 742.3 785 699.4 670.8 806.5 770.7 371 528.1 799.2 642.3 942 770.7 799.4 699.4 799.4 756.5 571 742.3 770.7 770.7 1056.2 770.7 770.7 628.1 285.5 513.9 285.5 513.9 285.5 285.5 513.9 571 456.8 571 457.2 314 513.9 571 285.5 314 542.4 285.5 856.5 571 513.9 571 542.4 402 405.4 399.7 571 542.4 742.3 542.4 542.4] endobj 966 0 obj [611.1 611.1 611.1 611.1 611.1] endobj 967 0 obj [531.3 531.3 531.3 531.3 531.3 531.3 531.3 531.3 531.3 295.1 295.1 295.1 826.4 501.7 501.7 826.4 795.8 752.1 767.4 811.1 722.6 693.1 833.5 795.8 382.6 545.5 825.4 663.6 972.9 795.8 826.4 722.6 826.4 781.6 590.3 767.4 795.8 795.8 1091 795.8 795.8 649.3 295.1 531.3 295.1 531.3 295.1 295.1 531.3 590.3 472.2 590.3 472.2 324.7 531.3 590.3 295.1 324.7 560.8 295.1 885.4 590.3 531.3 590.3 560.8 414.1 419.1 413.2 590.3 560.8 767.4 560.8] endobj 968 0 obj [583.3 555.6 555.6 833.3 833.3 277.8 305.6 500 500 500 500 500 750 444.4 500 722.2 777.8 500 902.8 1013.9 777.8 277.8 277.8 500 833.3 500 833.3 777.8 277.8 388.9 388.9 500 777.8 277.8 333.3 277.8 500 500 500 500 500 500 500 500 500 500 500 277.8 277.8 277.8 777.8 472.2 472.2 777.8 750 708.3 722.2 763.9 680.6 652.8 784.7 750 361.1 513.9 777.8 625 916.7 750 777.8 680.6 777.8 736.1 555.6 722.2 750 750 1027.8 750 750 611.1 277.8 500 277.8 500 277.8 277.8 500 555.6 444.4 555.6 444.4 305.6 500 555.6 277.8 305.6 527.8 277.8 833.3 555.6 500 555.6 527.8 391.7 394.4 388.9 555.6 527.8 722.2 527.8 527.8 444.4 500] endobj 969 0 obj [638.9 638.9 958.3 958.3 319.4 351.4 575 575 575 575 575 869.4 511.1 597.2 830.6 894.4 575 1041.7 1169.4 894.4 319.4 350 602.8 958.3 575 958.3 894.4 319.4 447.2 447.2 575 894.4 319.4 383.3 319.4 575 575 575 575 575 575 575 575 575 575 575 319.4 319.4 350 894.4 543.1 543.1 894.4 869.4 818.1 830.6 881.9 755.5 723.6 904.2 900 436.1 594.4 901.4 691.7 1091.7 900 863.9 786.1 863.9 862.5 638.9 800 884.7 869.4 1188.9 869.4 869.4 702.8 319.4 602.8 319.4 575 319.4 319.4 559 638.9 511.1 638.9 527.1 351.4 575 638.9 319.4 351.4 606.9 319.4 958.3 638.9 575 638.9 606.9 473.6 453.6 447.2 638.9 606.9 830.6 606.9 606.9] endobj 970 0 obj [656.2 625 625 937.5 937.5 312.5 343.7 562.5 562.5 562.5 562.5 562.5 849.5 500 574.1 812.5 875 562.5 1018.5 1143.5 875 312.5 342.6 581 937.5 562.5 937.5 875 312.5 437.5 437.5 562.5 875 312.5 375 312.5 562.5 562.5 562.5 562.5 562.5 562.5 562.5 562.5 562.5 562.5 562.5 312.5 312.5 342.6 875 531.2 531.2 875 849.5 799.8 812.5 862.3 738.4 707.2 884.3 879.6 419 581 880.8 675.9 1067.1 879.6 844.9 768.5 844.9 839.1 625 782.4 864.6 849.5 1162 849.5 849.5 687.5 312.5 581 312.5 562.5 312.5 312.5 546.9 625 500 625 513.3 343.7 562.5 625 312.5 343.7 593.7 312.5 937.5 625 562.5 625 593.7 459.5 443.8 437.5 625 593.7 812.5 593.7 593.7 500] endobj 971 0 obj [272 326.4 272 489.6 489.6 489.6 489.6 489.6 489.6 489.6 489.6 489.6 489.6 489.6 272 272 272 761.6 462.4 462.4 761.6 734 693.4 707.2 747.8 666.2 639 768.3 734 353.2 503 761.2 611.8 897.2 734 761.6 666.2 761.6 720.6 544 707.2 734 734 1006 734 734 598.4 272 489.6 272 489.6 272 272 489.6 544 435.2 544 435.2 299.2 489.6 544 272 299.2 516.8 272 816 544 489.6 544 516.8 380.8 386.2 380.8 544 516.8 707.2 516.8 516.8] endobj 972 0 obj [693.3 654.3 667.6 706.6 628.2 602.1 726.3 693.3 327.6 471.5 719.4 576 850 693.3 719.8 628.2 719.8 680.5 510.9 667.6 693.3 693.3 954.5 693.3 693.3 563.1 249.6 458.6 249.6 458.6 249.6 249.6 458.6 510.9 406.4 510.9 406.4 275.8 458.6 510.9 249.6 275.8 484.7 249.6 772.1 510.9 458.6 510.9 484.7 354.1 359.4 354.1] endobj 973 0 obj << /Length1 2221 /Length2 17931 /Length3 0 /Length 19238 /Filter /FlateDecode >> stream xڌTk WSMyg۶1ٶl5q2'Omۜ܄~}kjq:N\2 ThLD `b02322ÐX:ۘGCfd LPhv0ع8̌\1:rD ]-Mri #>T&..ڿBƆv9Cg SۏƆ6epvf`pss7u:S,-JN&( mMM ba/2!46spq31u|d(K؛X_Dp+Ά@[{C;K;s),3-/CC'чG7 ) ?_ Qf1;_t45ÿkmt231=m>D0d6FFFvN؂*+p>hX~r2t58;xS `bi 025Clj/GKw61DŽl >?"Jٙ\"QqdP{mA1Ϧ?hy v7E{"q2Zxc]?vC!vT_ - 1:)gÏ 3o--MM,-5DGpK;S_>vRq*ӏߔbv@v0@l/%51u{ v@9毎   ` bE?  G?#G?# `P>)A?胭Gv?#_`0h_QjC!?,AKtq?ǹ- Y?maoqGY~?9?`c` ?Qx]lLRKU` `!Sf0w/8|tO8d]?A]G2~z:+,q翯͏u45u75YY[?T O͑ZqpyBLUx'<ҋ'Fy+JuR95QE~4TP>4Z.i\N|~ }Ń*vؗYhy<,bHg:|(jKwۻ9wB40>g1,߽c<7*TI?ݢϐ{ Hc.yEo-esD ',Ȩa*`9evvg8ڨO)렼BJ$+IFJ,_I4@Mh:zUⰸb'm Pw;|_! g$d!@6IV`N()8ziY} .ruT|6R?J+bD=hI+|oڙ%*VSWy-4['nU;@J@Y8iʬv@^*:%H -KsRWFDjc5ofzk#nlXb3+Xxbr^s8[d_3ʊ?+)J~`*Fq!n`1q_^ў2|$eѦ P$lrF ?UK/#[[sK#BQ\D>^|ɜEAC|noP%P; lM2g ɾ NX) kwFG2DUt, ՘їhFu â^.{(Jd"\p"]}!Eydy-G=r r3#7[\q3q] ugb oudhltm쵙M׳Ύ1лӜ,bw{ O[.ڂ>;G+ċA0#&R_ŨiV]=-P b=6UE>&atҰuC"ɟKe0D쪤=4pEn,{Wΐ@PݫOZ\zpBgjij-NY/B~msp6S"M&jdcJRƝ uu5rm?vX'jR-;BpR\omsH~noBvimˑYI7C0&J^,Jm%gUO/CZA >>^i+@@bJtcpeO$ c:׏sl3"Q#Qʿt֎k).~?T) |ܡ,ˀ܆ǮgQ펀e%gkj :B5oH`iԐ]R8\`mK;N*|Ѭ-#ݡˏ_SZ^ |{ԲSU_L ةN=0#<;@|v2'-C,VqX gn&}co1bJx+:R8ᎄYOpY;kX8ϔq{Sb4 ֞:J>sTrn#E{/яT&l+p[|ړ68w.Gl T O;T1u⻯lQnʪy0EFu2$ɯ5yAEo+/Jo> _- gq@݂q|3>V.&y6F`}3r%ibɄm80ә/^CĒ<] mS ȱ'%pHH&PyI|HW˜9&Q$3$g9ʼng1!"<1x'T7뇊3rPTENh_upd607?}-v󷈙uZti:R ؈RDjrĬ.+ 5[zE=:{hCc>r=fr`:L5N#5Δ1n"-t0jSU=~6g-c9zݐ a%CL_x etw&}¿ި4uϊHk/V7>cfvy+:Խj M;Za.1K;LE] $^!f4#7y.LDxN $; HJ.fLZdˠeIWDE0(AM'P3 8]lT)},gNK΅q u8TN[g-4iJBÏ@,ɇZoYȪ8^7[p/KcU>sVX Y2(%o^oO$l׽Gi]vp rPJ^`bd=ʌU鎹"vFeʍQ_Jk܅ag zp b|q,::I 5wHڻ;7]4shB/%Z\5?Ǣ:"sv݁YG*o;5ud묐8\А&TH|~tQޓZkqt HD:$@Nу^*R#R:H81euTjFN;xqͫVC=8u޷#h{Wv&oCD9rfB=6A&W(=E `we]<*KxI ʾh#{.V<+EU/CĢq5ց "xuy4xPX(G[FކiaM: ӷgjsUe%pqwh$`R(ui]e6HJ@ꑽa8ٰ.yjڮn^z M7oJK{- P M={=6e h{hlʒ$29pKX7pyx3LZjvV(i8=<O]F/4<߲mWXܗn",eb~8DM'Dխ9bh\۴%xlI#Y2<*Y(oȴjF'_z*ÉHni6qĭ~=7 (ۿ-ՂZi^~z8aF]m@ʃؒ 8zN0z RˉD}ze䛒r˔5k5ں2T  ohI*@YUl2*hTnF&(pevwשH%@">nC.cHd ĨƒgwT~׵-CXb[9T(WjZUYrd%݋C?Ѣ̛U@e7 ePvcivK7G#kvrsCMDX8T}IRytOg:.n)NVtKc#1<"˶} 'm`'6͎d"TYO ys#zh Bm>O y2" ֹ IA{$Sh-հTrW%ԥ 49.gANO#.i'T6Un0  ۤ=|[8][.I^MxHbU)9 ҌĺO%Q!{qTƗrrX.492"IEesP~f@0ŗ, J!>s3!w(y&yd5x ڠTI?gr] Qb"Y( d ^9BW!w"he \8t)#Ks&<{H+MXW_p.fTp{Slxgv,P; |]kDѥi2Qu5%Jy1mt&F<Ɲ_Ȱ7jĦꓫg\F, [e$j)h자IfU#%y'w>EK(# c1kRwڷg0FWWppjO+.C$@djLe1M>:=2AѓlAf٫yϊĞZս0[;M{U.Q46~ T/|rvgK9XmK BL ,VQeGL%/3:oWB$۱!Evl:Zqԉ/0l. tGX/[9?V~.iK&nw>ut9phzf3Uj^$qэKA3wJ9:ԯB߱cC K~q6K4!,7dtAyv=>I|Fb?r[]x<>]-1q$fAk*uOU|*t~q`>D*;RְLy>ug'R|O/lG!`HH|;,(76H`q~kջI?W0A /9Ao?nDh.gCe{QHtOi֪M@Q^sy]|\ q[1Z{0:vVu-RNVg1yqo,_rZ;8RyIJ|pL1rs% 3Ѹ.;ȧ߫5f H-oFI HB:c֬ͪQZEp4bdc!XW%8c,;fRy$OI/9qxrxlg*R Pa(%7;ߐzΗ&}!Ds:cDh ߹}I?fawl^fкCl ~/\z( |䵥v" @#+񜵋r lqFx^ׅj)|jFqF%', G_҉ԋҟ'7Iv: ()ԯ*qS>Us{4M!6XB%Ey9|=Ҵu!% S9Q) kUӔe rB#6f(3Y◴yk":A I^贚t+ɹrLj( ! q? Zo({ǪG&B-fϢ_lS;m~%5TaE\5:8M]㖺;_lMt"+V=V!yz*:\{4)yJ'S3rZgr@Y>+ /Si62|#-vt(tG92bQ;IW=V _ۜBG\=f_/'ojҜ3#Yl E<\[&}bq )Zf0j 4;4-~g3y)`h>#SBٴE}HtOsDXR o!'n8Jl_6|N\Iﮬ5ʼ@,ڸ7Jrbf'Ub*`g!=&̿҂O'l*C)0gc/Jʀ4-*Kzuo=oo3rEj5` r~s܎IX:(? ;<si681U7=+Qs6 D9lЦu&O&:c L>e. `{2!/`?J4k| 3n&a"kB5ti&+!/qFadIE+4'%mڋvCUJR` u^3v&Ҭ<7CqԾ遫 `p'cr{ jhKk!M< YlKwa &qV]!5St-<^S)$Aȳ3[%Gb2?-pTb :gLFzJvoL_Ss=LNz1BchY}yв*%uTIb;,n_tHQ(0Z::YkԻaF] NEB/ȡ ?<ze9i1 _b2a}(Ome=:~3Ξ;A.&`?>E?rXp-ϋqpc[ŴЉ)_" dĹaFDK;ah.^،D2;?]*azHxȪ&xq6x2|_iv UydpRpߟ 8+~?Q* IkE>4+1>BT:|V+Jk=sKwI\ W^Z݃ K)'"\z>_'Ey (Ν~3_#L3(8^ڃ}A.KGM@\?s[B2 n~C$R*rHG^4׻a=#D$=b{֥yz lNVCo_'z4N0]$L6&%4jO0CIPU(~!Ǐ:rzj=#Dz>!*Uߗ(\sGZf կ]6̧q"w=1֓[WM ~:jԴ}_i*6H٬`K5ڽhZC iY &@^j:J@YNg:X VVH@J]z.}2,Бv{Xm4 R,(q9Ǭ ɷUI{!o"/ndx}3! % 2 VpI!u [^c샹.OF ,{Yp@:0B0$ 3U!CYgjX4:)w!w\ L !hqps(DmT*ZXl^3B׾~k)ԶU|l݊^_*HhRpKDLF%".^Mɑ!sNmFqK)@*%4WXc1\Z|l\g f5zJkC)Er@V>C]&# ɕ7w4IBQ2m%X>YwpJKy0IK犴GVSeL -}d[#'?MFT$/s+QQw;5_bQ{,8T6Yʙ1vZL!˛2^=Յ7ζYޥDa,(:%8$+@=8z/LNhe㩵ͅN]HId=~l\6'-]_-@>m+ {tXoe biJH+tI"lnVcǎh^5XWhk>98isj,yb3cgN`}UHw~ݪ2ƻNdPPzVd4o,n8(ˢ%CZ ZLJv%9 zϚnr`V#HrAEsQ˾Ӯ탟_Woz$Vu|0.gI2{8 v?lkI]1#Ͼoi.BqXçz}t L~. b Bm؃vғNO-ԛbj]NXZ.,ku5ڞvUaqHWbwbī;"f>3`5 ktAB {M QH(0|{Da ٴBtᠯ8TjZُP:{ m%sFaJhE ApE!7Z)r}NѦd@0",{@;,e13N -&$G8 I\iT1ʄD뢊%|MeR /߉MVEmH$0>Oc(SJ[x;恒v=jµ˲a90nHu mQ$>Tȃ|MZ{* P4j?1¿&Ճ=G RJmA莒<ƌcZZW%'GB2<("RWcT?bbs9!9佬E=xM ^5kn 60g6]| ^7axcx\$:D  S~b/^a3w(!71k| 2YC6a&Y!YqhAetn;"b0Uʶe ]jE<|% pdT7qw>IaiZ4%ٝQPd$J!a*%gJgI*OVw,<dviCb ԙuaĥ3k!dC7^nx|}k8_y6%MXPOf챊Wn.R[\l_IJ5Mx< ;GCzX 2u5ʿiXGt ҮJPq~NfeNZ B3sݖtjki:ׄg]mg@,8&8L#⣕Hz͑[ߣYǯ,*ֹm]]_"4G.fI/x_,5]Fm6ѾNWG԰$#vyHmr1|H0=MKKO"}ԯMGtyn\kܮW=Y)j+^3Rp&>ۤ*@}sD,zC Fӣfs>ctb\x{3>,FU3Y򣪡m _D2e:Tv ;oM=8 U~ȳr|f#Lӄȹns,w'3{?M!ᓞωĢ&dܢf*~2"V#gM_QuLNZ!zᕏtڤ*KBi:`\i5]"ua*/l7Z؅4rW%wt #+:vzіEA|-MjCݖ~_-m-utd2kI30CkֶK]1$EÉu+a ,wժ/ݦj2!z2t%i84U[p:fK9-dbFoF92@F:;pɆoR7U_ƟҸm;!x8kyσܧiӄ@<V\s, 1|6R4~$ :h箧慒b/8 jwއg>%aZ@/=Rsb]-%jd"Rv${|II]uEn'> UQse{>?>X4;#lHodgs07\gdu6+ڳ/$,M==2˭ z@/ijVkwpΞeoJ*6;łXcKR#~y[9./$P$O8E_})TyB{x\=_ ?VKOuiB2q\z0U'5(ghpMR6i̴q[%U:րW)T^ƣ 'ҩ/gOzfTޑKfUO=UL,xYQ`<:AIC I/iyagm6+1 0҆r W FpA! @jiW̟c0WㅢZ4x (|[xhmjj 52TNZ?9Fn%lX]-*Lǖ+Ss)Z5= ʈ}qj;PpmIqG ri[|J<Λ-b5mh9-DDyLxK~~3.,o~]%]fT ?eJKMzҙ?~vEz3 >?GFO۞cO|YU:?A:L7ȱL)TSKք§Rzy"ާUN.6D岸:_Q7;H£y,/>#K4sQJ_Ĩp&9x->{{? c7-7LanKV(8R.y!U$1(W) 0STƺ"\vJx! xbPYt5i 8K o=_~QMl*kָq?󙝋O1zM ؍qr A­ !d&Њ*XYSUi:Q,yc^< hCQmTw PzܷQ[R2SyU^ }Dr[k"jFU:)>~br}dNGײof*G7*;@<C?}XGqYVv+{*Ak̇Ͻ(J_my`R>n-)jeQT^0 9J@$BHea7pץ甄DT)Y 쯻S/_S\1 iWk;`NЩx_FT*P׾N{fiO*4\Xd1Ne ]S|#1wԴ}[?+R}]N_>y_ta8/fB_*bh@'p!S~^HzAųiG̈se"3ڜ lң|u-}8l"s5G`I,ߌ:|\͖P4!GX̺fRsx:.#k-I!{eew JZ n|>LH_Er%pf=<]R~yv 9nY~m踻]\˧@Z~(ol#&6Kn >ٖ葾7[W4t:pI;OpZW_dn/8JDi1|O:F&ƣ2W]>a. S~hh} ~\ѧb1$g$J"O5:uW6 _  _VL2 YP&o>(E>+\5w@D@@@5 )#)uK,D :1%=q#x(/"揨7E7c|M͏z\ɳD1y1}D%.^sJRo'cֺʞsn`KWMm&,$ˎ*Y 8Z>7L5*}.~ui /_a^q1qj2BBW#bp3q,jUH8,ޗ/F CDk'aaλkN6_d zV4k6?]J>"y[2_MM]1GOLZUŢASRlpp'77 'yag TT73!H"Wj) ^e"884%`>5,p)BKX R7ݩwɯbIdc+tM ]HЀ w G.0VUmJ~5;5;Oݶ'hB0RfldU$#͡7_-t8:Lm)w2 b[T~fKf[{} zp/Hj&;$H)BVnQB9oF㳲bƩe(<CiJx}7wH1L/ڪ5 endstream endobj 974 0 obj << /Type /FontDescriptor /FontName /NYNJSC+CMBX10 /Flags 4 /FontBBox [-56 -250 1164 750] /Ascent 694 /CapHeight 686 /Descent -194 /ItalicAngle 0 /StemV 114 /XHeight 444 /CharSet (/A/B/C/D/E/F/G/I/L/M/N/O/P/Q/R/S/T/U/a/c/d/e/eight/f/fi/five/four/g/h/hyphen/i/k/l/m/n/nine/o/one/p/parenleft/parenright/q/r/s/seven/six/t/three/two/u/v/w/x/y/zero) /FontFile 973 0 R >> endobj 975 0 obj << /Length1 2333 /Length2 16954 /Length3 0 /Length 18308 /Filter /FlateDecode >> stream xڌT%j gkٶ]mcgvMjd5ٶk6ι1~o]ۿo\&'VT67J۹330DD4YLL LL,p䪖.6Ñ-x!4r83rPHY<̜>?_M_^_f$jc_ ?r#[Kk|쳫ݐ!vWU -boceR.F7Dmt*ZXk36v@E{g˿=3}9GcVWCۙ؛uX9FNNFpL f@w`ga(`fD98>qEQqKLF? `C,(>xr#_>)x#b0#G.#_Sc4~d/~ _ G#A?nKhǜ/tNpb(1^ OǙ?#CGm#xf0?̇?q#HEG3?~w4Chjlc4SV?6b(OaPwx|db@>Zn.??a`,=zχ'/ӿB#`3B5=&p+&!Vu!5x{s{+NOHՙANw#(k;TBD?[*=$(-OcN ӫ :Z&qtBRC{p(9_!R6KE-F7x<6 = j;t-Bo- Un2ml[ oi%8"3fd#GZ_cؿ EːwfLEF~ۨdwbsϾ29+ubzEWg: Z*%R Bu,q, pR6$ %,xy vq>\NMIdܨj N2[gBfi V[ ~ݔBz:6 \BZrTs Y6-Ħ[HAMr8)nȻ:-RZ.M(Gb7AvwҗLzL$d8\쵧0Fk!iģ 3 [.Uz*6_r:z9ZOLNZ_xGL@1EKs9_!r4d(!6frCjkg`هIچɃ٥%"0⼚"d8A,/B$*OfTv#PR~1 F|a,4,:S<Fϩ}[G{ VIŅmb+B'[IRӦNJXIqhF8kiSu/XT8gH ~ 3ʠd+>65MJ;V.e:Z33e=oqby eӆq li|'=8s[F6m3mif*,Dzk8T%w͓[_0U9f$g[Flm xT #QPzW)ܔ  C+} c O_~0@' ?jnlztکpo,ߙAjKOn7b'AmHmb73%x IEnTaTܸX|ylemhqP5w(zح) U/+64-x*7ߌqdEMY(go'f27ā_= ~7DGըkyA(=a98j+ uDxҨ<"EZJs5b" sCVӗ]8`?RvL#I9*>o?wb. *$%~Y \p*k"PI™%9~vv/q3&e g]O!KA?Mkбץ̮;}jۚS~Zث0nR ]rL)+IҗNf7/ɤ;+n:ZS 2* ~v?*p5(9M޾'0j.{Nuwc\W(xSOj V3Vq-CBq>w$]2_d56Lf}OɱdeX׫T j '+W16[uO6g蓨]k]imLowx:|Pၬp} ݏԈàiE<Ɣ{*I\Xp>S]7hw+N: .-59U + O~2Tv*[ s@gM:/7HC&._-,: ء|RP%9|I.js ׵@~8oo$OU##ZY&EPJ&8)k2f*M3(̓ZH[e(61yTjl42#Ycd}Kc?P&߲Ki}fkэ,]OGzA3vcх{~'n}]wB/!=%h³u# tPoA~([ӺױTy3{ >k1쩋3͏`MOpia=_ZԀ']|;E&ʗZAb ٦ *焻|$^p}A 6TM82aj N{ǃ3咃݈:?bt~$yĵ+8dW)n;'N x"{X {45*le)@Z}! :1'f Tdz6s{ؗ:UF*nBf=I_MzPȝG72tszTp<{WF,3hkkޡ9{;ًY0Bu<6OF\+Qfm7ҟs: ǥ@  _cBI GXjvwqZJd)HV-:A\6\vB}Cd ¦2g>50궝9=`Y&<#nI8ft Dݽ9\>!7x/7[' śXRD1پlx򰲯57S3BfJ妣0Kw~;N^gobOh)R8 jx[,O0FΤ[ԫξJ{8E-4FZ‚-٨ʐvQ W]ķOJ$h'UxRd Vަ+p' d? 2GY+% żf&xQ.Q*o[}x}P\+ϫKskw%Z(<8wl6ͤlK% *zCJ߿ˠD ` HcDP. 3Yw{)~#c4!7Qn eN AsˍE&j( X OQ*sBTHo}QYQ~@"O0}qu/7HV;KC6)e6lCτ)_Ρ|ZW]^;:)4FN~X7$-HΌ:W=~|{N7mxNh|&E 1oxۅkdXt9=MLxĮܖ wlҶQv%Ϗ5N~R! ⱅ7nt:eAQBSe)Xx 9E4i S;I%w]6L;ai]7!zb;i͜Gd7_À\ iRXLDp/+t\?mkLb?ă"yIV,sf'__=: TIV pE8$^E _M5ochf5P mlJ8^,KB%qY^ַ17'׃3(+cxȑ.EJj| V3dJ-= qg^=-9֧z?Sk8|Bϵ)/{e zo=zXy|M> 3e6ka?Gu6ýPZm)t3]_RO痻rH.̢!5{ pj DB6Eՠh.yf<'%%nA nALHEPVڬh95]-߲{CO>Bjk+r(M2_v9d EsJ*l,v],9ژG궫<饒 ״#YAQPoe{XNRgۆYC$t;:ޡ\+oM3G˶\糤[Yb:rB ;LBY? 1ZQS I:OfhrthM6H:3Ιz'L6;IT<_D ~qb2 ckAEӼǘ/!ɽ]xķڙ]1EX.h9-:TdU[X<-`Р!"ܜx;~GnzVla>}̚HE@_rtC}錘͞ L-kl.c0g A˸S zfD$*Ie?j@_]ضh\=|0yS<ylkE)HMԑzxQmC8nfFpl~K>#L5P\V7wc @(ͣkWw|;48AoS3B"mVq2<9pIw]> QC?NV=U025϶Jr>޾I*9gݥ8cextFg {2?S+aAwLx y%U4ԁ-W\sct"*U KMʕ@?Y} :ȈM g.qmc::rwFٮϯ"ƅ Gv400 Fb1|ѝk_C!;(s1>֊#ju̳B{"S =M]F0T KUsQ00:j^%7{JaT"WأaXXDoتb줏d-^E_..2Vi`]?Ծ+ ŵVrY (.I)!̏I0f4e|>epl9T9_חU)KB^%Z3^j dHFpkg|1\vd՗hjO,qP{_<0S|Byp8M(o3gPr/EKrik$*b[va(ЊYERBVڿvx"WsBM2Ru$=ad̈qɟyn{2Y,uVT';[:hn!yڅLk vs?IP: 9A9Ǵ*sGmJߘ-iK,1FMz{H6v`o*g-`xNZU^;ҊE6.^2nPR/a]1rHiC70%܅;y3+*$EYW:~#Sω:\S$DxG-* V>Ȯ(0:uGzPߦhai-NI-0H0w+sԊ|: +R4jIvFyZ_:Ƭ6^Q2Uq4xqb=>^{8FSڊE{Cw4er<3ǚwrjÐFc*;PVQ,<#]UtE:0kWcF@T=sw8ZQd?u[[p][vC=)zk/"ҵG%™drh*z̻o&)F+k1.Ne?'1kxZr(F%suWmCPFYr?}b7k1!\5g[[A7,&ឺ!2"z:{X+zRy*q~OGDdtYPpeBܶCTӏD!N\av$g<_T9_*œLAҶs1_YK=D݉4N[icks;Xrْ;yڍ/朧`+XT:WxyNWSЋqg$"ww%7gjev/ajp[`R }N_CB j}5~NmOT5)D}ior*LrS*oН,\ 8]_U rdWaluIZ.*Qo0ŖKaa4 Qe[ bn BUQDQIVkhL4B#FhvU{P$l۪JnXfUFl%@"k_f^F>Vz)[\JrqS㳆iT<&'vOW;IP#cyOv;o&O;vk/  X0ķ,! "hM־"~1FA3CּSJc"IDA[30hSg'^8" *ɛATZɃLv|P;\8G|*)=ޕijS14N}!x#۵HvŽp݋aK{]2M~LZ]&2xFVX=o9`j®;ޕ&\ D0C#K6>0%(=Ҥri kv*WxELZW];91֬#fy+)Y"P ê7q؞o9oFΤ{mrKA+?毢S`\jòhi8E*b8fmx`bӁ՛N!8z<-\1TapMi_TB !βO5> wցB|n&Һ+p7Wׄ@tFbBtcGjGƀQV^z_`[zgwsiތ-㌷P$*ᱪXB̟ppA a_ZR١#)^\ ;N]FhG_:gp} xq~润;>O:Ǽ9'P[@]cn[Kn ,0lX22XT?hƳ-qj sa#TueĿı5kH-f+ /$ x$"gn1t1~ g#4վ̺ɑԏnS_ƩzPWؔ3KRs w QRGVǧh&1*6k݋w dl'ojg@!;d--A΃E5WcѲ"őI.OLl쪵t;ȇCBdѴ!HcϜB4x'i:ZSum +%;[t~6xtqK;rM\mr"6&яbĎy4oE:r_$LGN3\|&TS~~n-jЪXάڱ!.?@QH& KB48zcŃO8_tzH`cE ݙw0q>I9o>Z 4/_E_+ I #zDiZgFHAK\8sl{Z JPQni(~߆Zu f0=w('pPPX<÷1{嫐lj罠#z\9\`ߠ_&Jʤƿ-)JNRiB05 'eJsߡPe6+P_c6598#l)DqCDn{PݽѿL!YF%Ag~o+۲"+2`)qb,bNWAļv?Mrpֻvk8bo%b۝&x|kAw L7Na84hn+T͉F1'o`a{[.oAPGK?H 4.܋ѹU*H\\0 d~ۜ܅Yw=>Ů_q\jI'؀}ݐ~u9@JƩvyTyqC9OY` /`W8lҶly9a5Ybw"),8h6y(u_F ޗ(8c=JNNzU;,U~)|]¸#_Wy=i\Br%a˙i3K#/? J XC8Wު[GEAu3A}]E"(e Ť-&a~CNqAnϵ :)#:v,r8 2YN4*3p+G3?s)>bnN'*/J\2*rB!49v[d0VԎ͞u2JUIdt[ZT/=Iu9 '戛Q"G{*ȞQ6@ykx#x=ԬL>C-ߵЖƿ*> w֦ɣq9=Uœͅ?C7FKKZLghS7@RX]a6WM{WtTIHp7yDqtW85J.`QY=92hފZ$(ϐ:0WxMw58c(%D7dKki?5\PoAF @BL/jaM}~fAJqj꫕xgp˪wml4.D\ h! uK6ތO_\c2mED( V}]Άb0)ϩa>8z "#"4dt Q?Kb2= 52㶟 m)䁁ՖEeԣ$rϥ dN "d6Ķvg߃Mqe랒!{ *mVviApA￱bB⅒*ăΣhNyD=Cf&b!B'ASpI~Ə?B~)ك&)2DvEznZ^T.9={l ]T;f<*)m?C3&0- ƲDؼ< ]C(9o֩Kg#Wp]D i 8=DFbN4M.Gf:favwma uJcJC:oABSҎVج 998N2fkY3+&k6"4^S '?5|&Xm @<݌Q0Wye杜$`vE:TKxU4K) G5.M$4(%h4ͭ MZ~lcH2OhaSg쪽褧[3OUl]8Ϋ!%lV ide/IKl [ *ٯ=L0YrP3|6*43vwX8Gީ塻bW'TUeLTFMzsR XLu79)*tzfobjL?'M(Mne7"9z$BF߀!m2w_{uxj іK=\ Cq t&0,˖ŝb~>ބ7iPC5dDf  -qM?1<+@h HO/zݎ“Gr!A~٧5iTX]l ѱ>E*}KThf [X6=ǚ{a_d-[_\(.BGyP?(7Q`jWw3{f%c;Qre1ekGsmZ1u9rp+2 7] !2<7/Kvnh#d*HG}/m T<̜bd&4;}ڱ&IRSP7S:%)Cw \3n\td-[uJ??W}wf'kGzo\}ͦpp^A9=%~]̙'>Tm o+4TR 3>m2?j(ڊ`9K)ja \km@eR͐Ee'Rl+šSijB.62ԫ~k)w'T![`jS% inIX ]`̏t+kOm[MӓIuZ^Ő;f=GJ*hp h3I{l뇊819+vMop~nE#hy'LwnD|l)ydH9s8<)hɍS:ʇK'{M˪{>%&#R#HԥhTJXyh71F>CL[ūd:!VEڽsc*rپ u2eDF(HA "k# F xy0T$G ]|1{ BYz9'i`k@AZN>!ҡPCM=W{7X_rZb&\5 b78Xt@J3X1m{COD>1&SA) {2DjSuQB hPGW-  4#^bvji\0VM G]{;fF FS{8-*_Hsu$Mx&'HA_f{ AKtx";L6I/풫 )nKII; {6ǤQK7+*LzPeSofdZ' ,w/X06)͉춡ǝ_E(&Fh.[BR~D҅Z5 d 4j<*;їΪj p&0딴&vuk c;Z[]o}1\+l֢}^tHB}tK~^J4ڨ^k?gn& A`L%Zg-KtEדʔ"{'Z,<[ X|J&H2rJp qf9mr;Z)D6ьIxIks zTՐ9co͔kE 6˛FTzr+̱f,CWMq^Bi@5RXM6ovT/Oom iZ/ûayM4v~e0dÄT(h^}, 3@b-0h ae=( E=~sb5Yh8V[}#R!/T!oTu zK5X(;^#$q:Cok0dA7-ZFv-8cbȗvq|(󣮓/^1s ]e曧&iW!K<)i |U~ڟ,H1\Ci\rMײ2Эr ;^'3%=xMGe 7Nag[IJ.DSHyX7>Ό`sS-q2 1RH?_ 7DEL%5Qgx=2)nxBW_b嗐t; 4Բ<`[ed$BEA KjM 3Ⱥ~zt}fDd?5<&zCM^-nwA0}oNҭ';VTNWtH-t^|;ޜp` [ ԚU bYF3?aUMDZ"Zj\BBt]Zbhlv]!L°z~@kaS&HƦhOꀅ- Ѻ+>L$9Gw?)"]7it<#+m9MR>3J9NVB0Ĥ(1h5V--Ҙְ.906<ʿ܅#n {b ֨- -Yn2rr\ /_nMiіи%r X/f8?A63/r=LpjmTFɃc6+vֺ :(#DWOL%/57ۍ覤֍+-@$b[)@-*Dt`2E*~ x} wG>!e񱔟 Ѥ|^:^P=^rJ>ԭ{/ہV,# [1v:j[ZT29j:F1{5$ {f (`^?݄Id2T+̰ʛB, /av.&u- w,ԿPu1T4d( ѯE{54<foeƆ\5Sn?nw^t]-`3=I8'Tb4$7y?FS7$d19i"Ń<Ĭ?![h9h0u\f{Pפ!tڏ@4{ 4Z:{JK x573RиMBlضٙe:^ϧW<vJr |rVeBxhp0a8Z8瑠p|uOcZ,P7$L邵J.EiBDngA0%f!@e_d,k.:wgA)NNK UmU#g@rݤna M*.>V4 endstream endobj 976 0 obj << /Type /FontDescriptor /FontName /BVLPCJ+CMBX12 /Flags 4 /FontBBox [-53 -251 1139 750] /Ascent 694 /CapHeight 686 /Descent -194 /ItalicAngle 0 /StemV 109 /XHeight 444 /CharSet (/A/B/C/D/E/F/G/H/I/L/M/N/O/P/Q/R/S/T/V/W/a/b/c/d/e/eight/f/ff/fi/five/four/g/h/hyphen/i/j/k/l/m/n/nine/o/one/p/period/q/quotedblleft/quotedblright/r/s/seven/six/t/three/two/u/v/w/x/y/z/zero) /FontFile 975 0 R >> endobj 977 0 obj << /Length1 1471 /Length2 6796 /Length3 0 /Length 7786 /Filter /FlateDecode >> stream xڍwT7tJ AbtwJ)4  6`tHI 4%"]R >?=}پs}b7P#A4paA!Ci11 &2 QP\"!  !mO@X ,!#,)#$` @Tn>H&ߏ{^$ow+ z '+&=0BC!> #&hA+JtTNC \! s? BBQO8`t ?ƺ  ,(O;n p C!0 /z1}r@C u@ _`"\]!pA{L}:G~ P8 uhe9B<BBB;m [) 0sC0$ P<D,, C= P8c`|$`)=aЯ?O֘#0/PYESXt**o@@D\ ,,-<;?oTpBw@po^_+ w,C<}+!q!{̗v(ix`< eeOZ!0oS3ȟUVAaCPևz;{ !U/f]0 ө*fRnZ;q c~˜C6(Gx`\rW?E@'b ɘ@ sSa# NHlqp[}e@ {)l󫰷5Lh/C\_xf<y/"?_U9Re09ɠ-n"fcu!.o۴r=O]uesS_ ֫%tH.LbBJ&dM!r.՞78U53>8"?%g "[,XpFTh+-׎)v`jRxGreo+8mjhD ʇo0V:ɒ¶(֍t1% EtsRZh ^ <X%TW#^|8hf2೴}N5UGA^T7+L}n#[~'Ԁ=GSؙ8{v0v{`C^~,I<ƖՌ$)GM3KuS`ՙ\\xnoE۟4>ނ,Q3Re *]qBܵB]:vI̩xfX|Zg~+V*SW?~t$h`x>ݝ%Ԛҝ'&_qcYp08~?)e^#nT~Ve6]CC8u&d\7ӆ;l$Aq _sd_\|m\ۓe@z]*f sӓYfީ ynl%R 9 AVYvgOD}MJ̈́ˉy -#5Y励Ng[7).R>ԯmB#&Jy⦭2fb@ciZ)Fn6C k9N/D΄We$Sc6kT,8^'ZW-"=Ncc~^1@+F^$63{ xT׮ks:9?ݛF\)B$Tev ] v˂٨|ج|yUi #Æ~;^\/rhY)st-M`{2Z~nz@V(l9/KzyS= -d@6#hbל@߰e -+k[[mo%c;]Vܚ p23 >D 2e̓2<dfN?5mᾢ=]kH %܌3GFaVoc?xTOg%64mgXN*2zd.zGi뮦 }5“wr5Bbdv!=_u|cx.U.QـRnYRRFIҌLX¾F[Cp_z[x=ގ"_Dyjͩgi%3}T9`I(b|4΀_YQ hkGn*R C>?IQePLg^1aߧr]iVrDjo[,&{rx!DgW"Xq--lS+f*m_u<_'~nrKaݙ|;19@wHe|gF⥒&.5IWVjUR^6/Q ҦzxYS3b6³af}nuwX3g-#[/"L΄PSdbC,Wu27d{ZVgX/PvPb;Eu)?)g>KLlӈ ҷi@Fy~ \@3!eO4fndnn6q/>rJg_܇Sq>" ޾ VKY8#SێdnTA ㊣\,~j|;){"kw[Q[m&$C7qd!slU4]~bS|AMNX2*JR/f*˔מ=:*3|a8f/Šŭ}j=S1+ך6E*t,%zY][vCFӪ[m^BɍhjA3|Sެ$ 782(mϞ]{Sg|ZiL`_/V%嚝ۈptKǧEy;|Wɼr ֋_VjkZ|}O )Ss=o䔪O'~ !]]d/Mfw':nP;'v3պ5n2 Tyv^gM 7}>SOÀ= G@QyA2x?8 Oj6Z`I˺C@ sÆxϛuOn7g|oD}Y,pV6rR]08X:#$b$}=xhml[TspvUhl%[:^щL"rI`;kqfR}s7u<N*p#wl˩\UM8u0Y]K 'rD;M˴Yנ{ƅy4YE}7nBVˏd*e)`tlHY[H;JWZxf5(z7˘'aMM /ڈ$A_BFL'MOt-[^c,lFn)옹 ;ꢖH&/Ь=-< ;_z)%)'歔8:\&fO `+v?TZ)o0 CI=+w_T,>ݗ8slS)RIp_w%=!ڋxN8⌕rP! rW=6^GzGi=OW:cby=Ghs>v n2ff-!d߅v7'u夷d2{eO$VN01?XʗxZM,!B;,fۑ>=X23{׮@Ѡ*c`2Y\~W쑈+4L[>ϭMBW+64Uo-5] 5A}ɞ"H-xmZ`Xy!d@l4K^'4+-3^fh!PAW$8cJIQ/Y/0Jn(KpNZ}붷|d&!"x'~^6^=~Y88Cy7\*"nVX;d;S( )Yp+u8t0`+k0dl\3 aq' *ߛP}1{9>as2f_׵]oyohuPAbqh2~G7ě%bMt)A,-'(6&%w2kPRI  8to}zoDu!'{VFՅ5KOw@l:bꎝ9SvuJ*\⡚'iG&;XE6,,5y:t|w>x'j<w2: B%yd&dȼ 9 7;ذO;M0$nĒq9'a2p+7Y?ރJdVҵ?- Ľ8A.:bŬ{^%g "{>]9\Cg$ؚYwR CdeN`e*®XJ!NiPpS Ŕl'P~>2Gj j kW.5V@aE˜j`kCĩS^;YUHֲ7be(HLadNqӢxyd|`kwA[gHķgkv9xe7TOh=q?3*~W*<17SAEyc`n#9n.y+!lmx@4ri~ymns6¼(yB?ˬ*63E4< my}&?+a4W̤nQ .3 r'u3pG~T$UsĄeh}HykHXD*vpEh ,@L<(rWIinxskdO?+ N1侃zɅQ U[Ǒz%|Zi9+Zvf]@C?GyϞt]Q+Z]AUlUѕ%K6.J5ԡ0ByHo_ 6z!QcYK祷DN9}=/Tk2Mw .z YVzEyގnxʎ5,͚GTj!=sT_lu5ez@7@<*ċR6qD^L*X%ѷ4>tL.q P\2˭=4#N+M97G~Mm颹1QZ[;>x x8)5 ^ гz;PN.=o"|ZRI<0Jqs#Ξ4 x\~2l5eQ^QqT2+\"Ud3桴ۘ1%ݴp&w(2XqS|$syr-M=Ro Qb%e} d޽`c"wџu;xesѡY+VJ7D#oB( ,4l=$S/82)OX1<-z<2Sbۅ'"/\h.-s|KЭPae|+fR  ty>cb+\;ԯxhݙ|ɌC;J<.O 9f4ث}82؁^Y`Q+_q1D.Aϧ9YZKF\?iGd $¥[?H{?(vzv>h0iCO9GiNI=a y$re endstream endobj 978 0 obj << /Type /FontDescriptor /FontName /ABGLTG+CMBX9 /Flags 4 /FontBBox [-58 -250 1195 750] /Ascent 694 /CapHeight 686 /Descent -194 /ItalicAngle 0 /StemV 117 /XHeight 444 /CharSet (/four/nine/one/seven/six/three) /FontFile 977 0 R >> endobj 979 0 obj << /Length1 1526 /Length2 6544 /Length3 0 /Length 7554 /Filter /FlateDecode >> stream xڍTZ6LJwPCwtw030 9HwH)ҭH tH(7zk}ߚ9y>9gj`̯ sà~4@EW(4 <9p_ * 8@TAQhy"4PBZH ,$$7!] Ty!n>p;RR|J^`8 n`/ԎN O1 FW nY7[ZP0 @+ 7 ;~I聼 sL 0D'0uƚ:}o0/_>;A PW  W@" /" GAu%C>_'8+ QW5AU`^^`(T!pރ4 "^@.d8y B!>~`M?Tߘ+}@'7_y_aHo7%F}#}A`~OW@ 8]!P`֨!k!_~٢ zKbAs% Us?a$(_XJ\HHwo ȟGIM 5 wЃ p!1!'N3*W<=?8 250Ԉ@jku?E5 Ԑ(A]=H:$lA8壿* `_o($?j

dzȋ`/E i"z1Xe"Ί ]V'䋲gS.?5M"~OĨ o5CY{0Qf0# gvΪTtq1cX w$4BKy#EbK$PK+U^_pǐB$VQx(2D>wgL(yU͕W eq KWq~hdլo\jFJ^ 3uO[~hW쌝U_nͻ}hh^ZxXb@*”%s d@䪬) jpǀ;%Va:Ҥϼ"*gOR+l yMˣcP[#Lڱ~6j7u1z~TYnd٨~l(Jy1-jfk}TR$l`U>*X~D\J#xJ*42tIwM\^Xb ^F/IUfk,ObW1Wc\l\@M\M]\ڢ)KͫbH߈h/~mm>3_ƤA^ ଱S޴w am[xX}?(+"̯e47s$ktf_Ճ3 է9{G~~9]wK]D%.[x:ժH3HW{1=~Ohҥ>8*dB^ZB2ō0c0$bbZgcȎ |mc)D/(dedr2"L S(+:f^S#(nn='V&k! ˼59\{>?t):Kb6kX찚n%]yצwʨ ,zIR2?TOVzuC :&{!.yK.0<P|_Drgf;51)XڏYt\ u4k6iYma5t7\j˯!-}J?GZl@eӴcqw 9&ý*pe~QsĦ:]\Ma JD/XtFb[<0SW}>&M MnqI$7yy(Nh`r֩ N)ٞcnb2ypzlG&?cË|9K)C|&V-6VAfS^sqk clo.e|Е&ѓO&Rdzӑ [{JKj~엪[Zw=ۨ2#א3s+<1d|;64 O׶Ŭ1*JrVmf_+E`I9'?1e$Lk۳",k{FRgeE{DqUaj3yfn8t\NlcۀKg*JY\%rWWڢاLjJrc#SI^3!|L^{R9VuåQ!([Of<L, 3kbd݊Aa/"m??M8A E< B; ] [VB {qNVŇ*Cq2W"':e G} vI YR_=wé;̅od ѼB ob1 h,{BrS,6!!wdo3#G4c&^|JNްStٌOK"aTwIgiPZD}hDGK@[Z,^E|jvz] n-_;\믃eB<ˆl=<.Hm{dgfl%TV u[k^3ZFE4w^):HqV\ :Z\TrT4uZ*3>l 㞎E.FtÒtf T&62:9a{W};&p{I!SrY8pRE#D;rhn:bl'{V ŸH },ͷxO2&3X]Znzlk~@_HoZ}ܐe@s~{6k+$b#Р9Ws[*gu!9;هSCJ~~&m?wW.q'Tߢt)b!#)Jy[J}ZiF7{X;ŧ=-;Տl-%=IGX >F*]Wu~k7h4aLx,]E&%1{y-鉯ȭn)9Av\/Z'O6&Ek}![ߐA騈|?TĂ.`O4" {{lDtZ0r`6rٻ-ZkmDPQrnu=dUb~_yB:ɰg z8ZgO1OWY4`A4 ;xHLtyevzԻ0j9Y  ;'ak7%:*^kEU'{Oy},-]`/-FofrH'pnIzPd4E0|bhvl.܏KiL;B`# 0f!|iQ1u%1EO̳'&?%oNpYCKATVϤoLS3+߈˨AXWU` \I:c犹/gXMǿLT}6뵟/g-ھS^4&8v t vZh[)Asߒk[D4oYz:as `RbAis'8 = #3n3_$%^u1BQ O3ݵNeL#i? e F,PnvWPƂmvxigibeJLDԵ8pT,kb~ʠ\JqSrfXmrdhIPQ9jn7KYߌNnca'8xqGBs/ 7i]2#|bf._%:3o[~6=XPCE aέ69rXrPkG5 5>{y2HK`Qڰq}garʀ/|SQA!]ָ2ߒWT9& pwF!vB-s5V}vo8p@ԓNJ%0jd/do(0=bw6>^OGZF>}aٙ@[[<"`Y}<טӝ9lovzIwf{Ai3_WFc_j*W.Jq2\.h8{/#>T贖]wf87p%%puԎ1?{ 6V-ga؇xҕ1ϭu>fa31fOٓbj $<:KUi-ɌfAX-HZXf.C9BN!J͢ /pi떂>'7%޽c%\! 0Υ9;QёWOpq߿.= N!<ْ+HH)Oռ?Ռ~ge{Jf(}؈>1}Spl@O0P5_+szŸB:LP8r \&pYd̳5ȺVNж(7]ڔ~ciD$>Xx6۵ Z> endobj 981 0 obj << /Length1 1779 /Length2 11019 /Length3 0 /Length 12166 /Filter /FlateDecode >> stream xڍP.Lqw(N"ݵ8H;ݥHq"ťP@kX~z{'3,Zk'af[N06.vNa'A[Π@mNa!Þd'C5@psr mdl-je vZ`2^rAlN5s )# ڂ`Ispwwg7w!/0 ,)AQcGgBTh`I` 9A\\,ASv*@/pyd9vt6wuX:0KoCs(RO BlaPvo< O>'_͵w;yl,~Ӱtuuuq)e$BWf 8x h;3%o_og3 5w`W*sq,m0 Ob՟[q8y2y0KCCEU_/(o6n7'W q9!4dN`koB4 ӿo |zނ?\woE4m-"ƠU:䜀`;0@=џF 8؝'g_|ߢ??C_$ p8EO~* AnֿHa/pV_ɓhc{ t8kbZ~?a8*D? ''2L!ˋRT+0B@r*su١ SrYU ב %t:$h'[n85BːxO^_Ǖ J{P/}Sk\UҔ&C^%=Tn61|u oQ%J|k\8HtEH0ݦSGݒPH{mz.6GJᕷCyW4KMS,~ZÒOfq H#0.FqʧcDu\[w6PtGĒGV}쏸+S{Hi ǃVs{u PGwnB$ћ*_xC=M#@Qs^ypػ} _o=u{R-yKCƗSVķ1Rkmy3u_1;Qمw/xγŰL-DzūAc(gǤ[9Y ! 'gm1U3◲r S;^W[a#wsYte+WuĖZ39O < mH[B }ئLx׺)McA5 ,^> )-BqCYaqPɷo_H<kC5 5F< @_:aZěysT= Ζ~!>j5pkDm#wk5zE|L]v2XJtQhL b[XS'r֍eiNk  ̪ˠ6Wmۄ .cfS;_q3W+ &BlUɖnu&5?:G/z[|B8ίT>dA5}v{ӪD VNaw-̙uap,P :Zd%E/ q+oH~8lgѠ0V fuۃ3\&5c_4ms=nN{蚷XʚrG6Co疻6ļQQ(oeߝJ^]Xb#ZNYn@uƴhQ ]\b"LVwL/OPz,9 gNP {G$|XPaʛDZd QZ/WqmׯxN(?A2:<ؼaUTY1jNDvX󒥩?ʍϗD&ԀrejdY].ɦ0v!x)g^tr#8[{Sy׻)*r40~HOeX lW=ͣ^C:gs\ fRdVar{|#bqy+%e#+R1x5|bfոI.LHlibHr) (_]XrO{^ @+\8ee)DBsumYۓYElɟۘ?xXrdf|riZVGǣZUDL-_*+73}%!vr#YlDg5 2=sSۢ?wFa9K$ sR_V=6UM:Ntwf!!&_aͶ:SCmLEjU|cz*DN;+kɬKFpζeJ wʯ_f[19U[ ޸e"P!T޷]bz}H~ F9X/P爊n&̭3(NOps@/R|2ۓyVKO;;rSK/:T%WL^nG}IBs"kP7vZ}l$u/(ph٥.BGk4q%C,;KM~ɶ B+kGrrn\<1,O˴`E:Kx&jjV#ayE/>@R/1 瘽vR6(F3$OIѝm r6_$CEkf)9B4`cI$s4-Ww 2ޟ"alrSdۡIn_xJ)?L3Dp%Hִ'pY41Q*W5Ǘ:4_먟Im]j jύYJ&A;9r7#Cp4>Osbc`fʜJ8il.AKf˓s$nѭvxpyKcR3-;|eP.!rEݍ@B8͒4 Ԣol0dC a)IKwޫSଉ|6J"':G[~Ϥ:jT$sDm,JҤ6mɢ `5>C)ԊY˜&4.K{Ě$uBV+&Dr~a˔ (Xǵߌ H _:$biO\Q*Eư,~*'{ Tc`ZsH͈rWiyC#*wj?9 PVTvuAiJHYؼz'hI]{( 8W<=lyS`V&tz^-2$~,0d;CD@y$Q:̕ƛ3lB"<3M?Gj1G ,"1=7| ǜ3OᆡnAK0R Y>PS *IWpph Ť+r/tzz>.㔛9VCKձUEO' zLnphN#)OLr?Tyt$ـYd%q?o}Ѧ]V osF\zX"H<8l㩲 /"j9_U/x:w5'RCEw[ ^~$YMu^ 9ZN?Sh.%o}1/ɑ }_&OJȊ2gO8MXW<כגCv )HˡFSM'fO6"-CIk{GJ%"KW@VOiIr]zZ@t LjTghAm\ZF|G}IR"w;bIi5BaR$op^yEx۳Zn')(*- @aw)ЍΔ."1ǝOl |]9GǙgXJqS1L2r(|O*-l #uEDq T#-XY7Y4Kmb\]ִպ[[/IBZö^/5l̶?V*U3S7˟=@&8pu|L~tj3P0z'YleEr'R)B@QV$ǿE E}V5%3щ{VCy'n-snz/F[-P1Q/ﻗ0|#-Y*=cy1uQb,:ҧR> R5S|hQkyכOQdhB,! Nth9mkwNY@BV4,[ /xd}e%(caWk6v eEm3L Nf1qE 3eeaF1}ˮA豋#ڠ4rZPE;gM~~'bJCg9DrKNeM?dL5QX03#i]Qܤj)%y3k][]X5UT]/Z Sw=(~!?t4DC|8h}3ʘ@$+0Zג.{s)8.t6S: gشKX&nѦˎ"l:N}\{^i b6QP>/I|$) oJWBVk| ,fʰfǭ7{Wp,+UT=[]{$_FO5*_S}ZL1ٶmQhkBm@oY#F>=p*p\4\(3< 9fGjڭGK|[9nv^gjMN vD7>\蘅e\0fyIq;"bރ i5)bj`(+[8U$c:l3 ϜS^8WjA-Uy鍏[,_=-&YvW[$3Bʓc)dXR7 74#Vbڼ`{>3|D7u>oZR|bxdX*'AK(&_ρ/>/g\T߳[4iL&o'W~<3tTx+E)5pz{Q`Zw e2/!o.K*Fg9q&l{I p1FcdJPS@n 7◉yQT+*S /a;4ws|hSQTAv`-~ -xVY+Rی2WvVx >"s_FaƜ?/n^}3GQ?= ~uK ="Os+vl}{`VT(])E+bjxM׆Ʒk 6YL,қ 5|gf+lb;WڰH5Mwd]4 :;C{5 ˧hɂ4cuUž7;n:5Hzz$[}߹tCYU,X!umT]пzt6꽤EJc!4k,VlasJAoOvIN$~,I;>m }vhijs%nXLDsP4 W[]_L;Lk5 ߐ\$vzG+EzCεaջb u)pїdZ>)ƈbѯFcԟ]~y*qh,O܌7/iq1 |腢rs2jy&E\4z^ VQU,iFo1]}䈫ᣠ/,|Um?t\_KVQ1笗e_CM#EWvy0Mr E1:ť4Kfc>5=oBK$ Hv*6Q!+U%>v HVn7,̰n>dD"D9Jΰ׼kSkT9r-R.4Zo%Zgڝ;?#|;ëncBD65Z}+r`Iio))ǚ?LM jGuN^ɒ^x P%N7'}sK)BF}0EmҔ a3"brxc>˼p|B2l7~9 XTv7ޅ_\}/ n.B"fzH 4Y6v;^8Du)+ET2 D R7Ok]k;gcYj/7xޤr^'sR%3 l=2%uyU(D{[k@1V}bu.ʥ3\L$|XmjD/)ɩ8M:h!sbZK뗞zg[4y$.NZQnCmosk"aNz


Coܠj|6x?^k/ 1}b}HhrOY CP4p̴;~|#bA{۱ʊ\R*z8օ2lmK^| Xuw0\'_=ߝ?h~ 5Σx 7 ^5v)Z!ڍ"2RJRk'ÕLI7&wY:QjCiĽ.%Oūv>x'>/lKOՊ,; a%l|0-[P"uEy\.|ηZ"fJr)^ߩ9M ݥ =V> NxLefް=k!@*L,`}?O)-rau3!d#>?޵|J/-Hb>kR,鈥QwJ9]'`׭j$щbΏ͖pȕ[1e`[˙3CsmWZHI*.gvj{ͪ9\ki-fnoqg̛FݑœdPY~Z\^j6Ȋ2 D3~]fcjF}qGy[w+pٶr2<KzANЏ~:ίvl*ˮA[,c~D6ͫy(E;k94BzL:´yUFiyE˪\(5.ZdzObX%E:UDr{@. O+* H6MϾMa9g⼮ *`*2BCe};ZijY&0$Z511ܬ^u䊉L)p+p+F&tj&6M־[C?{ Îxۡ.E1w /N4Ei•wF\ |TgY2`%fh[.{)BLR!Iܯ=ht˘. aoW[ ϷGLB'垓xGR!mOʻsEC|ZWЉbYHC MJ-#@fIUώ~$F1 lؑ"ّAi|Hwo|J3BԴܖ fN/hqyGEJ; yT'Ct0|I|}A2JTճݨ[lt/~M5pWF4fܛ"XLƻh 9Q xXEBqL;>0+-=$@J!R<<-Yzws9Evbf5F-bTk3InSqYeO: .1D)•=7'V& Ѕ%Qm+ѱoIpwވ2>sWti߸6sWr-!1~ 0 1bGU1֕e}dDDb&vaߏ)oOOp BOoNK)dI>%D4 1B9z#״um~*<58FCVBz IWϣ2ēXq>lUdnMbH$D,0#c"@)dyYN (Xs W)Z%nl_ZdYs,e^C&GamBQg~my$wkp|&̏{;Ħ'WaT$Y酣 {γRE_18$^W^Ȭ$B|43$NKD9QNl7J=t$(D8]"8|S>GyyM|略Śwe`-f ը(y6ybpm\FܳfӠT0:Jn|snZIIgޑqٞ.#2˭;[pL--Yc_ScK:[›1yjQs)Frj>aEA<-v4AmEŐs0HH!>:TgN~,eP)m/ \ֹ(eГIv<tJ#,GY`NR$K?Cg4qƮ@ ^2qF~=Ś76Aؔy]<[4m%NǷk/Gj'߻rrETGp*wmPۛy)e endstream endobj 982 0 obj << /Type /FontDescriptor /FontName /OKLWGY+CMMI10 /Flags 4 /FontBBox [-32 -250 1048 750] /Ascent 694 /CapHeight 683 /Descent -194 /ItalicAngle -14 /StemV 72 /XHeight 431 /CharSet (/A/B/C/F/K/R/X/Y/alpha/beta/chi/comma/greater/i/j/k/less/n/period/pi/r/slash/theta/x) /FontFile 981 0 R >> endobj 983 0 obj << /Length1 1451 /Length2 6701 /Length3 0 /Length 7681 /Filter /FlateDecode >> stream xڍtTk.HRC ]!ݝ 0CKtHwJ*-%!R"{9kfw;zzi4%,PY8   7ąKOetƥׁ l0  Q>i \`nO/@ .Bi%@ARp'O[k$꘿_L ?r#(C6PGԉ&W &$IݝX2m6 ( P8B h"5VHw r8Z@aT+@ДW:Aa$vUjd ] ;:A`0k*ā@ 0_Uq:@Q 'd%!,\l/ڠnYf)wt_Iۺ@-Pg0;/fi 6*/W ʅPg†W{-O'  BZAQtqx-\0`ikCmatGVl]l= ЯތQn o@tY.Ano n/0} Ef(xA[KoHwwCm^/) i󏉢',\]\P3fjߟ(j;7  n wg$yz-3n1X&;5kUtZ9ި9cݶ6=3}NA;-W7YJإM2 GҺ[cMl;Y~& %b Ak}ZIc֣^*\ƻW-tQG(n҅" d(yt.vK#6#"TΥ Kp@jg&w9/K ?咛#H %{6:RdQVÿL8F 7%~v9i.Bw rԖ!m3k>cO3*w{1x[nѮњQö|j%:6OþR^'ba`*/R~0uZAX,KJgo5quB}l! t%A;悚 6qօ,U ~g'pHF@g3)9[[Jrq߉=4,"QQ+6bXdi H]8y)fOm6598ݾ3L<Eȃ6nʊXDQ4ʵ_dJpȐ?I*篡yri-p[pm^7,q[:R=|l /DFUN3bM6lrm>,qH)w |\:)p&^wm.Dc Y?Yn0ے%?U8v_*|KEwoV}uq)im:_-ӴJ^8Og8tnkp Xd O5Xm|x}[yå\ZTw渹AgIc-qiW)Pg=sx=)v!;gh [1v㯋%\5e_R1Zű9 Ϳ)Utn)ɯLfDŔtWnB*v%yS 4/x(!]"Ÿ ̔r@J'ŗO1ƞZ‰^(zĦ/n+viӣ?)k7`Nzk7Ť_D -+n\*k<37 ft:Rk$'wH͙$4| >b1+~(vMh><(N\]1Ԉ\k|^dǽ$-|~zvsK<3S8򞵅lU% ]XvIs늫bj:-섌"֦z^BC׭L2_gF%2gXxX{sedu׽T͐TɠxʔSa3҂nDZذ֍o0U={M;#&v >@J*!'n7e9 nӽZ7~XXC>E*#օ< r!)ms˷+rc*?vjG NJ~;_Y,22W[1Qjms f}͉IrO%Hfh f3nUlvN8$ctn2:+=_|(X/'n @d=K8k]`3/.E~|'&W-`[ؿՎjD\r")/uw#Я{jvD[I[qlQ|yA\Z%?oJl0OqiOgG/a Jf|7 Yt Ս׳yFc^ŗg(&1DQ787k1X4=,NcUgx!q:aީ{T߱=sB/[n'=sF;zg5_L/bwσWOW_:#o&S%tڦ/e;kq'da9[\OhvHT/TQI}05hVB>{ )W{rKP%"~c9`dp ѱcDi1@\]^Nb= hwDIdQ vz}_tv¬C{BFϛsgm7ѨѴ8DA޲]F݂/]23㫛ph%qR×wsyjGmMG<),kl/<68s&gUE$B:LD u0qа'p*0ڹw` R%oMoC{[c5/jQr- )zc:玜#>"#G{]TS?634FJo= /w`//V|S%ٝp$>IhYᵈ&{_/`/V:8 ;~AS#"p8p Oa:sҼFwaVyb瓌 A߁a!q /WVjgoΩꋭ8^w`X-ɃF~p35Tt)j* =GbYgR1aԞΰi[ыr餋Fe)GMa=v23|:fR NIOVn}j\^Ėgw{'ӻvrT{B#؆x7[g˭o;DŋFff~oeٓQY݃] [ ?6qJr D'js֒ŸJaԞFދzi|d6VI ]8î@J!x28uF*4c<7MdZemQJk̶z*Z}w|!vVPBw)OUu/5Ȉ^Y"%3Ha9ovԣ|*MqNS|i2i2Utma|IL8dڳ165! 1ZX gzʄ,IC&s^{ф5c!2eIZiRv冬QOr'432"[w(͞,G=I⸘?1H ~9F՟`<'4 3kxX F"NbnpYd4j~1kO58%4P63nUcIRۇ :4O8O$=sۼhb~E\Kģ&SݭfA[FWQZ-tfM1v p2OF|:?ZΫc쐻QO?zM WȰs1@SHQ6U$j*vBDޓtR.Z)kM\GwçBCCRNo62˶Q;Fd,/ѥG_K|ǁzڟ=upN{cĭ(d?1UOj~&AG^b߮Έ0axZ% Wس=I5l ;g=tѩd,"Ҹb{zٷdlC mL7<gG#.̶QH0>4l 7S%q)zdZLܕP~B&N[GBoYjMLEO&gBμ'TIpJ)uAD72P'"4-̛dT+n S;7ޟ"#'Cz (|D xӓW $wI:$׎Σ _TgL5ntnav_zS*߭[|LόU {WvsYb(6r]11x'$6F#!SEo[!'wd;dMԼIi0il-!sz7-)!F TW 6%*ѕ1GLrKoY j=9{G k ~ƥ耶;Dx:}YV\ >HMg< kDn@LTdiXXĀصH4mD)n{>ڋ'~Rm?l{vuOp,jæ&oܽQۜNdeZ |eo}y];X^dDUC˻J58K)FǮ,65e~Sɹ6wAN 'e=6l~-J`pa6vQv5">+vTUVg"wTڃ!7bwU6l3N,X 3#bO}4%uZ,{ b+Sb$M_d|lx^KR0OP tT ,)RWF-k_1)ŵ޿wwMEF0pd4aal shIYk:sg8LFY7[;Ϝu7!׺s{V`;Wd'uwFLW\gz/yL|.nZޱUMo0DQDg~SFdtY wV G~y!Iw᥼O|Ŗ^?̸J endstream endobj 984 0 obj << /Type /FontDescriptor /FontName /YDPVEQ+CMMI8 /Flags 4 /FontBBox [-24 -250 1110 750] /Ascent 694 /CapHeight 683 /Descent -194 /ItalicAngle -14 /StemV 78 /XHeight 431 /CharSet (/A/B/h/n) /FontFile 983 0 R >> endobj 985 0 obj << /Length1 2732 /Length2 23675 /Length3 0 /Length 25188 /Filter /FlateDecode >> stream xڌP\ 4ݝ.q !w;-Hpwv;3M2{UUkvNCI(b`twadeb)XXؙXX()խ\l(5NV|9]@2qc=@`cca nfeP`:(=,,]@i@cJ `f bt25(X@MmjV@tqqcfvwwg2sfrpe[XT@'7WEc;ߕ1!P-9; )jotdJ@6`+/gcSS;Gc{O+{ -$)07ehl7v356 )0OyΦNV.LVJde {31;;3/~VN@SP=?WfV]2De@' 7/;0d^T#Tl8}T!̬L]&@ +{Ab4|'+. hX,~Z/3{[͗YFB\FMՉ:x9Xl,_K 06%U6ejpg-h9Z3(:vz,,_/{+_Bil=1 ,@aMje\A!boao%{~hMTi{y2WiC6HK?1<{@.Y<(w}R_˖FvTvʾ3FkDPd⽁qa$8@șx%G=f/~s?R܍Oct[t?YwIyBdeF4}j+HZхNOjoۉMXNo #1]jm+7=)D߿fu,{߯ c Kij*"pgԍX^ N.s`1,}y6} `|3"Ʒ\s};~k0IWg|Kv 0 y*u2J&RORMBޝUCzALmq*dǑc }7f7C1!y;UrҤD"!nf{MOEbQ>lu=3ɈSR.(|YП/ů xVסtGCIn1ԤyB J~Om^1G_33* 6V@[U wEڌoQ(Qrv,ciRUBz׹lM,UzuXou)ą5'w>|S('L߶K&1 [sП,g{Ǡ9!F)wF*HqR[P%[nryTj9R#"76jNgG=8N0Uw>K; j+I6W1>/vpOK\Vʲ,$G &]y6$zSKSE %h b42r~znG:R+UcD9-R 4$"HMSF ߖM(~ϝ/>I |AR(_(4{xPF!(V?ffsw@T,QAzP%JdrGz?EY\Ǜ)v[ey?SmU ;-j)&:O_$5 Ø#ekRqcz!R̰iaֹ~;V5y-yT9+$]ٲ:E"̰@(sV9j8zմc]ŒA~@y"y?%5$^Χ傻gQߩ,Pl&gvrQu>Zg!P,mT⦆vYKc7)+G,P;2P٠H-'ٰtn`aH@nFxKS8rn>GOT L';SOX_]]ڿ[Kk{[z;|}e"9G&&Fk Ǥdq1Y9ՌqJz|&J^ ɧ/gi/||˳-tðNԫjCNO6!v8ëz xg?!$/}p_ EޑT́Hu;H'Mr#coL BZY{8-X3 2S9z_"B|.sinCZt.kxډ)o lU33iDRlAݪMD)@>RU ^}.,;*Z7Z%}Īƶ]G_ sdq*WC.aEbƴU6<2[]_#]5J:=" ,۞Sn^+Cu\?8˴Ct!a -jeTW%L޲Lq'OӘ#U:;O MU:*6ECp/4$.m!m ;c9a\uuބMJբm?Ur5bz%0|j[+èiI(KLXM*Y= fƃ%DY[e\)Bپw1MmJVqd22qܗ}-9hh`Ti2z ƳMCSN_CbJ2γH%WRHuny(u eKbBi!jxm'#5=‰xYXi"aZ 40N`MKF?&u}l!܈Zelskv򮧕{'HTw47@ S77"%wY} j[H HКkEוˎ:Nh7|ыf$+Dt#Ʋ8,VC3Ůpj{xr !}rCJ BQ5иdHBo4 !gxdX|qxcÝk,z}rݖ4]zV2L+΃QN[un1~o̚z;baf2cpw֛Je;w^>A}j|ev_Eb~1kO|[CRItczt3i:-Cd%{T+8e}'ոLԧ zUm>"%!SZŶeQ5Nް/eoz2Xlj,Qa*i#B ɜ*{u  èpREd}\^z#rtcr?V v#ǪDʤppL~8cV&9bP>(q3LR@ewo`d`ƿ`|q۬}*)qLkėKMꭲ Nu@Jnqĭg-%2&od{?RE pŚ)]GBۘw蛵zu1GH6Ң&,~R1e$iP)%۱n9[{5Io l3XQ!7Y\]ւ?s0FWoTo͉Ffʶ%'GQI[域6̎NݠN/$Fo [7f4UR"pjJxn-۞j0]O*wt@%0٦kNa|{N\ehk}tsQ/9GOY] zs?б74!}Cѐb8JMoo9(.ؖ$kaʏ6KֹiQ* {Xrd&ٚVpvퟸiEnZ&-xڬcxŞӁr5=X{}=L@[CkvDuUQ-۟?4;8[NC tsn#; ,ĺ4_yXgQJU㭩k~ljQ}^Sj܃Ǫw\͜mpEڇ'\Mf2>_ !;L"uW F|*c?L%ƚi6/"-dUޅ5"Kȉ w/Ny,pM03NbV_OG]?9\DFn1J 5azv=G1FFfЍ$խt#?giQ1[7ӥof'k-ړw>tBZW ށٲyn{CtF^}ti/5K,zT\)ØrLn*~''8s_zGv]C%B3 1ۉ@!ePsJ{Vw#ՕS7;$11Ϧ}ߣ8Ngi!/Y2܃OrInLk{50m_nJdF~l'I]0 3"ΓKt+d!e=@^ O/2%R@%MECk8&t#1[7o=}O(6q7rL7 fYњ|QZ'BhY"R\Ri)rjUT/{y61U*jè zt2X ؄иM0~ozoW9l^T'3}>{"V̍859)Ϸk ԬV:wD7KWFv#1^ݦZm`5kIq#jSN |}y,j'R@!c5OwgUbB >rHarI݄S9lxZme˛3$՝tW]IRjK.RZϿTI F޽c Xh6uw+ܔ*""M|XaD ,S棹ű焒 Z bf路-u"])yZf4,aS=ߔNYS:  {Cˌ'5I4 [mur-z&XѸiӰ%r\Ke+lQ$z{|eZQcz&,'E8`hݭM]ThCO},Sh'E}O%9ܘ؉?6`|o&wL4oUYE\5EU%Rh釚r"/mfbu =*D0H3[Hi<#LJtUcq!"tఠ)Uh4lJ@;jLNmx}=<|gUwd§\y/h6ۻBv;q^,fHL*֨s'ՒlOa䢓7rF`]zfC].aý?S^8|gCYJWZ_mu~|d՚ p#S0xdB&b<]iވиF5/Iu+)RE+L@ma'ZDř[^ Ye1v% o]L#{? _3! *_l6 [>|̋WKՂϚоޛ4 jMU $dWָk5L2*Zŕ#e.L)@"B^iG} oT~8&.PԏVb oS:a/ ˨jxl7}XMkv}8x)5}'!Wr)H~E vm׃HekGڽUbmJ ?6Ԓ-_&*+} +"{o%jAl'Kfgm=[\4n.;!\qy">'OrH@>R-4 Wj{5GXzWt~Soj1.WaO]Н| }Hڙ'Q?NS9{|ź~2:%CIKaMikMaA,/GboC8H!N|6iA+u0܍v6>zپV=p8lǖ++[| pQ[^o߇m7;tO dD67,_l'!2IzzmʌlR(-\6m&mb6ni xmLed;%͜yp6}5TJD!w}vXBnnu\' zؘ>?<Ƀ,IggQ+_4.xUsҭ2cWyUϻm3 {=`4b͵N Hw:TT{e ,g |W>ӤZ =^ pY"Vp+={>t׷- bo_X~pE'z;I\ U'h ::RnHXH-7Hga4ߋFjYaj رqT}رpb"Ԉ)nx  zz&}VL}U>GE֧Al۰qLj~{6 V18UoPr>QB>Zo8нMY7^)rQ /Ҍ!\0w:G^  JG%4{}B- `fp39Mu)}ӑ09J|6o i܅5Z ѢGz#zd;nS(Ɖ;q"a~R|IS4`xі,{Rbe8̶µK2 DvAmQ]7dlE^[f<η كCPR4T[ 7F0y]8q61!7Ki\y,!ڥu}‰C6[xgw\ zlI22i!9L\,rzWϾ6 Lf5#X\_S__n?d;q!I(, MPEsww֎Cl/P^rwc˴1ql*Zi _u5ui=VHL!ʍ cI)r@#@yK~JPD`9I.һnV<Ek jog̓VʤRn2Ik1*X ҉:2뒡q a:3Ixֈ9nQ5e{5S?,ybxLV,z*L.^ګqހmр8M5g#WŴzT/D_ ˆx9%qz.r/jL+rCpb?7Ra*4aӡ+ί~P: g%ڜucCH"s FBɖP8 ,r@k j> I|z76s5"@NX+Pc}HbACP7Nk=LM3Cq*w )e[lsHX'(a#c}+JjM@h'hOonlEOLHOkX<{?Nbecδ=P% ?j<`oz o|B)F,wZ^~.R9\7`y#-j<1V}pr7pTZ\uF=0+ I@'uo\To~'J2HmjwfqB-51aX1Wj D;ؗpkOaVl[V&?2:Xpf=r5woPN:H`#q8Zf+Ν"lɥlNOs-'R ul9^G-h{+`5;əB Azt35\$g #?)%ӿ()_^ ;Q5Kd7Tx+kD÷nI*ya#Z/^oJt2>:65 k}(.]yBALoQMBV:A֞-%D `&2=,+d!nRoG' u*w/N 'rF7-t[,t1vm!Kv~2 3ߨ #c`%+6Kuß ul96OejMe'.4!UY$)m'M\UzͅYFHa9'ꙵs0oGtA%_Yu phU>b3d-Q8 /+qоKe,x+`"sՆ-,"XdX%d!5Lͼ_I"}Vⱐ?Zw~3bʟpF$= ns|L,Ko f&{IAlt̼8Mop[`@έҞeIXڸS5npXNwr'--g-`phL]?G䦿SVeKX8c4s%!Z[-9'sk0v];7J8I9W\. ݒt8Gٌ15c& Ѓdl:c?қJM:j'IM +f:Ԏ}*QjO}P*_g;~$亽HjkU]Vdw̸塚Gf#:)>ǮE lzzw6l-y=Q[e]wCүIژϗ %xQ #t\M:Rs Eۍj&A4Pܦ ܲ`sBCKYH4GuЗQB Eяn(;MCpGwmW`ODx',/vjx Y.6:!`<n T hJKevƝ8GǬ,v79Q;PV-_d -ѯ1{tӳÍ$Ɩ-HNr'Q=ya:WwPU~sЙɹ27YMzg=BbXgbGwwEЛs tC͒GBsX8&,p$AME#7JgH_o\eCDՇWy/8zʀoϷL3I~{#``OKgWc{Bף0qZ[ m.홹W?鮐;!,tߎ;w.v$f G9%vOHi0Ɗ/̲06LrcxZ%Pưz?[9,tb0n"/n^Ll1.2Rjy! 6Iktg8NQJ&Ua^lh,ȂXtq튯qVkWoKx5_WS͛}vm(g<řD 3(ЀEc8H>(.fjcN4xGCUeSrО,ih~8%vχTwXqI+4'6`^heMP8&cεqLĪ 6W]xZ0R7I܎B`*s!E:Ķ*ْZXo9"Ԣ(?UwYQD"v]_=B7(*)$nku{{ălIbb(g;!&Sr0VD{L p4^{lg^yD@E `GQ3=N91lQ*r ]̧.yGf`%Jpgn, Cmp,G řUg+2|p8MC߷ےeiekBJJE6Ή)'ΎѣCxcP $ f?qʽ!~MjZgU+C0Wo4#bOjYu8rpK/@4R| ΑUZ<*']n@9=F#ˍ$Ip.Q'px!uF}|eԠ!Uq5@Ei]*iA*q; M0mrgڥ8EY!Zd}|k`Q] qMHKLW؁`؃ 22 Kz!m@[A9A{W^/lY/11t,Z9>g1_ a˶e7$BE_MkwH{G`y "9x6b }n ;y  oeH:͟M\L?P^@3\>܁& sV"-F֕2"7== rg%\}'y8J[2~ġ6*}h5B.U3ˀˠڄ9Vt [~~C5T}!X%K \cٮ9Óax\ ^,NJW輜[ }< Z=_7)wbĻߎ_GUUۜ,{ݶpm'iRAkido _f le ,>v+Vt̴g=?t73Y#R%/cC5aٶM_.tne3窎C@o!VĪ$4%/|,u-ZT ?W3N9'e^d2/yX\.t&d?uhy ^jL=We'Uї x!BEhASp9],5}0>/r@Cu1|Ba̮y E'z킆,;dkJd$h-wc{˦FX_JLg^b S= % ssA =|[OÚzUv'zQB⾋\r8d8.F1[l#E0t fKHnͱUnzI#5YfzTt>`c4jМȇZzb5nfY\lz9L־6.fǟKKL0k/ZiA Hu;*= 撥Be/Ge̗鵎C|KkgB,#"YV_ V{JrEg,P԰<ቒJiWT] I{/Uc= ԱԻ\E _JʆfVkQQ~0xȘt NQaƛEI_ \DSä߲Z7l1_C%t_˗SWޮO 4@SgΚ5b(|[}Ԡg64ˮsqwc'-9Q67ef]7.'׉!+xo泻_ ^]_@wS- pɾXE9ذLji+IԞ<;6-5Uc=.zA<\ [A:{`"O;]C4m6Ff,eu^Q},jr3pu& $ҏsPUa#$( 4nEnD &+ͦo_EW&,4(gU- K1Mn"?bYdR; uY*aX)qْ)ZBfbekHrFlYVo09TwrB*eyZ1 BʝL>!tf< `?1*m¦o8a. 2wb<1T'h"r:mqq:L>ai7`Wb%MO-9RZRW , ٩,bւWlDM!.CY.g@6tC[pڭn2R%Zgr}IԦ$΀WAZ%>ߊx Ä7-gk/_}0lGweՔy85]0U"ښ@=Wl壻WeWDʴsJo[}5xx4͆2*lL?3zapD{gSL#\gD^|G1Œ ZSU(Efxo8sO"?rD*G4ͯ\Z^62mqpp^L60 _c/Ԋᅕ8Oa0/JDsQɬgxJdR{ޛZ7phT:7 lzlMmeqaeiK1]p.ٹ+=o&HSB'y='uQۥj\#/oK +PC,bvK] Ulh[l6PEo-qjwCV]HڭceQEfgE aEC1͈'RŐ20rEIe-L&,I0i?۷AkJ-xVfS$~[[E/@.m.?ȿCFg% 㻤G]IJWdu5Yue,#Zxuz`)U`RGޣnڳC)@k!SEM#۬Vw4-fyҔOը2u"mpZoc*B.|$^9cȱïǻݮn,G4[QО]vb۞Rx6VD{{ƈL 5#%9)˃*t@';D H ol cKM+!N9 2+ֹDş3p%AjVpT+EۊJH(a{c{BGgT !q$6+ Euum Ik}J\,%W7v_x,':ASt,l)fڊT3~a1~tDT7xl&dME2r@&JKNyJc:sɯզ ˀ;J`TYdCvyį^(zCo$;V澊ta7pՈ0E oP'wL)eD, "7<dЕ&1J[qdT3N[>A G2{{dHL0?֚W7@|#]eiL<e;G>O-ɛV> f.7=`0+]7!N2'MhBA؛(:sy Jy*| ia#+EƖ}c;cd/8{F>FbÚ@s]Av\6e HVv&.{e xf:}xƽ3~ǶRzU 3'8F@Ծf# JOڄUB CwvֿoS=5,(9q+qfԫiړ0yw"$B| yi0#[Häp7TBXP7žwY|Q+u)3 } D{G5&6IOE<h좲:|ek-/c½~п8D:f֜`s=AɲUt:/{ ҃"+/2Ԑ-9mx͇ܯy @UqW ֤ovoIR$A!MЪЀA Zb F X^$HP/L{@WKV?ҐV#T2auB1FTjmB e=0GP*x)ƚ} MzY& 5|TdͲ05rwqlxhn?`g3TӀ0Oh*iVt [7({V/ڻMA3@ez!Cނ  iǺcX:CΥ5ʕ(D` bBְի7` QU<OhR2M (hkzz/VᲬ ~?;!Ńe2%!2:4t@$%T^wackDͱ$*/Uj&ˢ?e]ZXy,fw]OFKXj=aS19e 3dX̜Ȅ ^v_AE^J3g>a|ej|#P➳57d09fYZ4߽@x(4t+oKj+-Fu/xo¹ 6~.zj%NVU1mbJ-sn(ƍ_gNF@9a.` GS-)Ţo:x6󥇒[^A YxB]z4DLO2<;ױژ~a֜^l4nQ s~Aѳm1jIE6$bs|YP}ôQ7II-Z?g` #bbiW̐{n{rRU-[{d@G7tϘU@TF?*Mo;e`m=%}Hlȼv}xB߉: O}~ZW`Cm+"ouYcu-Ƌ{HҤы:DW)膟ȉ_os3NFd↧52P0:֮m7,ȗb\zm5t?!VB8EJ386Drz L491G$8x"Ses$RVvV,~jn1{;vv2痲abY$ 9stlx:pHjudnݾVS{IЂTJ aM;KR0I#~?6V =*b{.zGb5! Dۅ: ÏJ]&߰^**]`~!zɒ5rbcl D8c(;26gNq=G-;NǠ vzVofP$Z${Nb'ͤX$K=/&IEw ,?χDCwah ʟ3H/t&"a cQgc"tB]_~[}LEgW11Hӛ0&r'U!9`&)F3ft#7&#ͻ-}!M>}V.R-AVKNLXy..U?cНWHh\qnAжL7S˽G6t3x?rP`XiMb?mY |Ĩ !Xids'ruj:Fu!K*Un (~2.]\4g۲ C\#F>h_L!yR>DF>dͥ0ujG/#J(EAbh 2Nwyڟ"38K"0"īy"O;~z=es`I{_po._ʂO$׬eSS#3/N$Bɾz~;H;ߞĒtc :<|gnj?Qo1]4ƾl{|F 1Għ~Jdꆨ.@i1u*0Afz 6Z8<r\Cg']:#xy>+LijzB1!oJ&#vdp:W|+77USnafy'sG$%59= m.N:ds;AX:MB8 *z^ R6WnEi/8SwlZ>t![F~k?B= 2XxI_U~PxJRu4Tm%Ŀ-R!@>7jt->?NJk_p/0$  v"6{# b^rȀ~OUc8SUUfؓZR\{f4LX!5iɷ,kpR [13Ut U81˃Ǿo1bJ?To 6'*d=FMgahƍn~ն)ʉB<{`rH)ŤϰQ~}|nvGnγ]شz6U .akcb^ez{\u6Vrv;m8*g{+}m?';%PNj,R5q!*B_Y:8IV֎I]vD( 3\4Ry, V|ľioS /*r`NHH#1{ƣZ_w!Fyl9+ZfF eG Q4p|_-RNTYM8&٭I꬗0fpFMt+R{EgUNq%G`ìv#v.'紿`R eTAٌ!t )g@3Cli8YkdK&j!86&%H郎 Oc#m{ݟGTlK=E'2ε2GnzL^zL( rZRV :\SS^^ /^oHR(rG,m+O:}.:e}ՇH-P-գpB/FM".l)«@!ؽP* \`SR\j~ O6F-ʧq[@ïFT/7ja1O$߆F4C1۹c% xoťQ_BIEJZbuKӂ$nO!W]Ka؄ޝ> endobj 987 0 obj << /Length1 1894 /Length2 12148 /Length3 0 /Length 13316 /Filter /FlateDecode >> stream xڍP-3 $gpݝw wGɹjYݫeݽPd77؃Y66N66$jj-+g[f$@G'+{@cW+OPpsyyll!; ],{ ZheaZ??tv~~^?v@G+Sc@hZiojttB`VV777c;'{G z&%@tt P1ei]x5ZAN. 3#8@S^ "+E`}6vG"+ПƦv`c`ne (8;3Afm_]lM^ vn W [ىy=eiGRV@c`fm@n f.`Vm P^oʫ  fcc@wSK?ky:0*ۃ">V/$/'cW o#$vv3haB 4 ^;@ul|:^f [?UNU^{ƿ㓐wx1sr9||^n6gGiU37 A$d=to =+ؿ2@{?qa?C,߆d\lmtl=&NV(ۿ:6Yhfb^ygYsVN2V@35+gS˿F? Tw0uLm^׻|].) 27c8yƎHl b]P3 `e;^QnU7JF|V߈*eFL蕩{{"5o^߇?N_??X '_f~CҠ[}0_k%7LΖ {-fSs 9^#<~:E2uqt|}l\׉e݁Hs5mUn;3;:^.hIkIC+[tWbKO^ua-ޏS;H x}$Zb?@7Cv(P:cߺʺ.QD~,f֎P[5Nd&/؀YXX)0ū'_:'ʹF/nf~\L۳fE2$H~Hʹ f+ OzaK 'v@sR 36y/??!;nG9!ЁɃ'HwA$QGBS!feP =sJd :Chs. T\ 12Yd{4AmO XbjZ;(scRճugn zwcVFN{Ke6DxĀy8#U.Ъ팬Zmz4t.ؔlyX+ }?w[T=/ },}s!#Qz/-6?Ƃ5G1e81HR bfrh я@hXK 3MјrI[Qf~5Dޑnʑ8kjtB6|Ir\)KrgvqdHVF#T4Q&(haHvQChOTm ;TSE6Q^rZ? !5#5s<$jo\\tlJ}&{uEq5@d= c?N\ Qze8MP}g5 ڝəj+S@B @8:HU{.x' p)BG<𳲋bQ"C`yr*:2Kפ៼>ue╊K^&bP3@ O+o4S!`$% Oc G3v dO~ gp?s5+̰mzLߞ 8'sXrȩ;ʕ16ЮnL`גf "Xzn 8vB75 Jy/w(G̱RJu܆r;ŕdŁ{cjԉ_~u$wΊ?L?3[ fȾ63 WW3 eƇW:$迩/践%paO1J#rǡVkkYںvCR%3H1G隔c-= p64jɖ[_8]~B8B:2= Q%a48&f3?C/ZCEo>*D Lӏ&ߙi 54J^[> Ll'?8}.F%%"Ғ ‘Z>4h-v#+˷y^&٨{Kyp#]0d9x=$l1%N3.4ķGJ.{6_0`4+:ϢHh,W} /[ٞgW*z]YysD g@(`a+W4.H4)^B":kC;'J%-1\9C*ĘWp鞽`0"^W߱#s#&PVCW,o"hIͬ$uÊubm.5~7|p(mg4TNh)-r@/o "Le/_x޵!4NQ(<o@fazn `ŘY{bÐOh[BP$]PdaqHzTfRZaܡLX6&ZyJhB8I{m̥QԧsXB=`/:7/StG![B@]x*_6-t F`z_Ȫ1|Tr.c?%FtwP Al_ӰBi6pGAf0Ixnm5%M)u=q;#emVebqsy@`Q51Mp'Dv=֧2d\I#OX0?о˿|M>>퇹#/Fz/sĪ NB诪,ّ@.򄸯Vd T[zzkmgΙCrJ|@maGQMETk Sr:,\ބyk&9H06|Jn V޵)2RSDEWGC6zne4v->]OkN4Wa5ICY+l~(}A`,|l|mT;ykK5b9IF6Bsӛ#&QfR0z.)p%kvCk>L+xYCDeM^?LI¥-u]Vdf47Ξ{}GJXjNye]Ǐn9<)Pj|lȩ1"ޏG|#Ga6۳egU0FUL?IVx`p{OLJ6[ pE_c'CKdS6'ZHx$ELt}َ.= K29EcX40r$ `wR`M'UKI"*AqOuFILܢD "*d[Bg fDF\tg<3F+oU3tV,djp2U0(/Ć]$b& aKu@ k[M%2]d.Eo7湘_!c8bt>?2ᴐS2ʫNyFQ^ϴ(' H#BB *]krNY='N@QkBv/ U_{L-|l]K$VCQQb 0Fsxe IJe5NF<3]z K%=C6&+.*r贇1}ouJq(tyf麭~>NcYGt>GlNp7.?/w dQ=?K+@Ьu)GPlv=K~-P**RhfƼ+{ )GtUۤǖ|Q#F1קUum"5o ٨'i 7hzrC[Bn|޿*=j1j(㧕a,OW#}}S=:XebЛcp1v-o0i],9,}[lfew6fܭFt1Y0E&"ej( D9,#z;lE'iz=qlE^Ew_N;K^9} lQ4[bcS\0lV'VJׅ'?[̄C X]XukKib%}̓H@N"xg'8QK,vlXraK\QKCMdeZV+,YDrFM8('-}K$׃H>GbꠟipM.q[ *U4.“0FϾk#Wd$E"<= oB$mAaӉq>L nzD*"Zh5d~%9էu DfN*gnF*I,{nT2k~ʹBFyӊR6و4P&Sfl-oqz>Y27޶@G\L'$֑~bhP/*x%#: C Fq`7A$jY2khʝs ApnCe8ɦ$:'5˓iuw\PhIA ϰRW>`D0zL-oHj"B{n1spDuyikjO(u_&e, .TT8X[HD(r;Bdʝ%!8o߬\} rmZ럝8Pb/$vbWULP\O0ƴX y~bIUiU\]z^BM'/q,̺DZ߭|' v8<=$χL)]yV=|g+4TE$]s,ʃ]l|UQ.howGk)^d5NbLI&%%WK jbQ)_-0Pbf/\+?i q^hibN w'jΉ+/P4Fⷑ Q(/p{t$ 3PcQ[]_>6IJjn!zL?ЁO{ё!"j NN*Jߏ>%hN) v4,zT x`"|/11(bpUGVC)]_s m$~Wԟ`O5r)I6[eb5M )ҥ0 6lgU|IJҢHf, eZgG;ǎSNY 't9S>w'$w Ƶ&d1"K'&͌fӂSӡcD/(R_^:U`dz ;ޅV*|r{j鍊0O*~t.~kt[\P=W-3` quK xĂUqIf<<+T^N6Lg1"j 9AڍtNpcVdn헚Ns[cat8Bԃ3wڈB;Vpi,k%G_5 O#?s <񖰟Q/Ӄ_j*K0ub3[OI8w?4(|ex &I1pX!lO7m\@f2HdDk vya?Wq0(elXQ#1#S|%ػ81M|drS5'i `<>qN<ƥoR:. aw02-[sj,H ,;爊-Tg0b팊RihڅKQ${Ey4biD Mbf5#Gˬ?Dxm$$v0_!4g1Vс4RQ'(UyZ1X/Lb+!Xܯ~UBFk(_Ut=2?˥ I{giA_{Z%ü8'KBu)Y +CTjDžo# %GdfFUDKl`*D3}WhwSؕM{r-:0i!8z Z|9%jGDWxۆ_@Pmߎdy.i6vHcM›mn2>[_-TK'Xca.'>;@ 9ONu WNQJKG-l|y9!.}LwgV1(_ ݞT柵Ծ,rJ2A)dw5? 6wLA6Gَ4QP#fHc-|4) k\Y^ }.荩`dԟq%o}VMj| NQ"5-ER!}T:YQH}\%afi6\ η̘[7E'DRNcۤrgqD* '_[7:yoJ>툚cSƄ5QT љB0t=RDveh08}F!d ŁgqqGT>T5n_j`J?.NDr $P%xb273:L M:vB:Dm9鲠F}'hϔY=GVO Gڱ 'Ȝ" $^1#]b(>Ӳ݄aѺ}WOSҕSuQ3d=u"AEQ^` \FIPBjåF̞ ~l=㖀}E}>s|[6TZIIsSɦ ;CwG_Ϟ8cf13ޫabSTo"S#`H4Nܛ͙#6t9@J݀u&a08?i؆0mަ2݂gTNY gMioo/XmL(+$FDC͐vb/Lc |:Q3GnSE+E@6LBf$8bFvzII'dK&]Vv{ Cuh0zgu'ha(ah&ͮ՟ΚJg'G5b1$ЌϿ1))Lw>j8]9p1)T7nd_PH9'H \xHSA?] qrǏ0j@uxh8O{&7kY _.^FMGZC<^apyű\T.syѴ+(3KDZ_Hy~o]VNdZ}/V* K A)F /Xg=7z80!ch%1.+En< ݋bm"g]sζJϙQi-fyIx%^ #>AɊ1@.ޣiw .?g{@dt eiF$Oo ffu4}q1{B!Yֺ ܞ~Ygvӆq#Tuh`h#!5Z_ayj ![17'Tn`޷& >$G ^72_au0 ly8xoބb)i:^csqɲf bKz lN=%X|+~]PU%҆ިTO:Ǡ_IZ㚘f@B1Ց aF gCMx=X!_oqqݶ36ɚQ+1ؚqZb!e/gkE}^\2W@9;bC?Vv]a[v)~ B+5֩uʐ̳'rl7[K:vNl(Sr!Ֆxk%:KĐPXae*-},FPlO@ADTݙ 4` 7V+dRW:q :(Q|pSFqxM<oge]]vCS0ddTzŕw&'T{; pCoJ {ؠ?+MRScEx'p)"t`>]Kq|:]uyockQ&5X YP5"(z4T~c`VH,fMT5omon]HEG]&XY]ie <? XqǷ7Ezp㙏moDH70QnUJR\H> c , ! ;4u (?!^^Ԉa\hjNJ/Q@0L#]>nlt $ l""$j:zϲ*KQY}AQmtVmRdNT88"}ФwyFiC'7 l/ٞ0k͕uzwNs!}logZj?82+=IRXDO%3ahVsp\Y3P eI:vޢi'mio\-b'wL_w5lTkD ψXˁzߒ<zJOlEG:qh/Ea̕Yy#g31{' -7'7SrGr-  q5}a0Dsկ.X,,#5HzN6Z٩ƣɗTVU#xG\  ĭcӏjk!Eb}f$J7xIvK߲lw:ucHϵxi> endobj 989 0 obj << /Length1 1558 /Length2 8314 /Length3 0 /Length 9334 /Filter /FlateDecode >> stream xڍP\M-J 6Cpww%{p!h. !H{T9k[ڽvP3Z@̀R 3+?@\QʎDEriF:9 `;M]m.q0@`ggeqH,9D%qtYYC,~;7Y^\\/zV6 qyN<XB~(7E`X$F}ӥh^I e amwjS{HE4Dx?8zkB蒣utESǾv/[ SR-|_6mP{,_(st1C#:9rOA?HdP/2qzL/$-,O¢"$1&2=4<71苪-!:Tlrkc8#i[F )ŕHT)Xn_i>Qv,/TS c%QS ;F1}xB4 Ʊkoߞ/vmguƙcPh<v }=M4bcۣ)c`(q6!Id^Vˤ7n]\MPJYLưx5edyOmex'*~NZ =s{r{F@Ў Oq!xzƩE>tkOr?s"L#uFe4 NO>4g:EPx% =mK BŃ;pܡvXGGXemtW aF^)[+5be}# A= #ғ#gsA'p< f>bM 'vEElcAekθl֤zV"JlMfaZN>cGQحNsc:̾jQ)\짵> ݱ% }IQ9x<9v6Zmu@;F%O+ZiZB֔km 0MmonX}x2g Z܁}gS[[03~#C_I/t*WMBЦ2^O)6fWƣ\aj[*;zV qD"qembi{SZ;"ky'I2VMCݒ+hx}onXLF_>& X/Hj>;lClG ꢚL\" XE_|6\lq" * LY5K/0rI[*SM~ÿ!֝s0/tFoQWF٥Oo95|l@D.vfJ V4TVRo=z^bZ*{ ײVDEd1G)A_9p$9G)Kv T'߮RS8kddSig٨ZX4DМ*,ܠcW.O5&.@WW{Hۨ:]0Q~m9qra>*'#0"e,LI nqb|\˶+@ŕt o%lηd{g)@ );>0˅ud|97߹͞,4c>+s%h kE{!u=AJVot*LR?jD&UQR^~oDXM)G4rbTjAI`301tꍹ[1&4.qЫ}pT\84JRA,PF{[ѻjfՊYx0S;[-bXg `8>ž/E}Ff{}O/#*$uŹO9LմP~4b0!Yz1)<. Ro褎aIRE"1ێCUTdSUw 7*?(w#6T\]+_2>, N*ԛʚ6-x?Klz9SURxR^[Wq9n#> ]z"~Do]F\L t=B%s01wgD >͈G\$VF;VE{nsTC8aIln0ԻA+`2nb4*".ܫb)~".YdRp/]?Milzi< Y=%L:N6Ռ诮] ^(c3OG[6N*W˖~'%'W@7k%إ@]xfV C`$r=V@ :-WR(*I [=X*J z-\8",rULq`{a!V| ᘴ^lVP cʐ8U}Q3v{N l6ZHq ԜHǰS]3\lpIBfn}6+ mv/KF4hATk^J*L󼼵zvN+=ik ˄oITAy<-9Y.e TYi$g Gr؎?퓴kދPL-?ꅼU-C 0lj Ѡȟ3i2PH]/!͍OS݇Q3,$9r",ZyLtͻu"Y_~E*tz4Pڎ;[BM8WuYfQƝlłzYɉtg2 ,PI體5hB@Jb1y3ŤVt9I;^(P!(U{73ڷAL5Y"k_ FUgi3Ot8Js]1>ft6В#sn]a..JH,#?9l俭d&.K|\ DפHzǢkeUq]֝ɰ/מ~'׃?sfOѢ9ީ#L\ ժp9VH,b) ^{wZl4,2\TL{%"*&3h'tS@) \fibA^IGNKY66; @V1J ݛIht2c:MI"s1捺0_-N9 G |}_a S[".-iQݫ,gEzE&0F+R^/}e nKX.R;Me zϹ"цۭNz jǘiYs 4š$nu}rł|qAؕ[j/_Gx RG!.eak80F)v7㬵F2&|γ6 D풆!ށP+'!rCyubRS욓,ccI{bG6oҝE_xq- X?on3yGaNA+1s?8 286|!'f?hW}kӔf=XbԷ8%#M|68ÌIЧb$GzWZx)M1H:qngMqWVLݸ42ޝJGTzJ[jb#p'Ȣ^JD ޗVgE&Fʬ&d=L%iӝF@b=t\x**r^WC<0k3< ];Uצs#+8dm N*qFڄd﷣^D[%L2!#ՃЫx8 { 3m%-'}pˀ:wqSDi..}S]B3.ӷ;,L>VCkeU!Ӂ*jTY}j5KŸ bp13n٩J.0E/NQ*171]z-2oLc<;or{m5He!~$*5^bnn5DubO 7c?I* '.rg5F{ HNy:;h!rwNOlUc8G*{6ڙuݑʎ{//C}=DdOYeh~-K.[Sdžz)uM13W?ح%|wDv+&NfFxAwbwP~?ؙ?OK9ѵ_2MM(q?Zik v"wjg azNjT4:ˣ{tqMT^!lRK[U$4$|5a$?GiMOZ{*E Z>q4:̓52,R^H!T՘yrtċ G(&ފ,urXabLa4$6u*{ah h-GiT&:q./|+:r,en>m6D fMBg-C[[}-ѧQ;aVIZ ji<xev^"eє84r~1dn>w:Mʥ.͍PƇZ Nu!K/!VWy/F0o!N2l$[P~i}qƔ!jOk8%N:ceOĩ9Z=t9-N>/W3KrM7,P9bh}oxG f*qohGghƥыvW1 ețƕ%4 Y0r;G)G /%eMڣ-JH:`¢p-O3^WSRF@d/8o ћ3>J9X$ce)j!}R..?'A(:)4@ ]d1ZEFy~/:& Q^rikA3xLi4~C)oBکИỹd0CBNTqMB)ojlΚy e;:>nOigMg+?q 0!: wҋr'{ #ᎁV3J9^-0MvZ1y@@Ŋ~.Y5ibi._/OEߊPCYit_L+ fɥwC\!DmGUzs%'~Z{M,JpG‘5|*X<w󍐶@E!gO bA,P eن++{P9/Um irA+[vBPk]zdOH+t&~wSyk X},j,GGpLW3qt=(A-x Bd-]،3 m+I5:c_M! ,;Rr\&' 6 xxE!T}r*i>z\%͢h6~R_o{H`^7< iZ)ꏔegd$O)xHi:m߉VN59 endstream endobj 990 0 obj << /Type /FontDescriptor /FontName /WDNRJF+CMR17 /Flags 4 /FontBBox [-33 -250 945 749] /Ascent 694 /CapHeight 683 /Descent -195 /ItalicAngle 0 /StemV 53 /XHeight 430 /CharSet (/A/C/D/G/S/W/a/e/g/i/l/n/t) /FontFile 989 0 R >> endobj 991 0 obj << /Length1 1447 /Length2 6648 /Length3 0 /Length 7629 /Filter /FlateDecode >> stream xڍwT> #FFZAJc6F7 %!%!!R"Ht7sx빯9g@vcA%=\B2]# ,*&+hG{ PHP Sbpn($@@$d 2`0@ B]! }'g ^"-- Pr0( 8p' c +3.#,-uB@o`_tzP7obB@3O 0Ñ8y5tFJ@`(7w(t8"\}u! @(\< p~+8~!/¿.Y 頂rs#1SE0ܭn c@:8.lDF/W;@8q?~P/8;rap'8y4 }^B¦ZF mRVFa~"`8H$qg_PğɨtDhx ?DžP8, giWE]o+/c!\}TM. 7v51ĺp[51Pd(!\D: w0@``һ"p3ex:ǍҿTCPfND\E>v?n8ߺ !Q\G/B꧸(@2(O߀4@c@8{`h4n`W_߯g&Q0J7Wǀ+OfЯ=OHSBߕRV==v\O᫟gF#+ȧ ")hr{Y a3~0A>ݱw]܇* mQǦ!< &+GǮ ]i% l?-\;](7`bdExtz)Ki>%C\y}Wqdx 5cbZ$'ek-a5I6{DcE7wm- n)Pcd5HcVd]eޒ4W|+ݚ;4q9Zq,M?KH>NLRx:&dw zVA75'S?H'+wT|Ҭ"a`ɸG#HyrFdԩS消!IUSܜ,?],M>H$cY ծN>BM*JVKTj`MxhF@4-(^~it{muO%Du7Z;Ֆ♄ K{"ڢ|>'ia\, ϑ!ްLyɿJ(I:Jl,lu-pSAsS?l{[fAnEE n]=a'GzoFb*28%VoYE\P$pqDVd{V+w=Ki8Q? _Ok,+3(o_hF乜}ݕ`jgEIwP{mߴn:9^\(hDS~Wd[ik9-G5t!n7ET}J{UlGy]L1|TimáWIEAF=dR?m(kOnEX@*R^Fy`eؖNպ=ŽYKxCjEݰ[d }ޖ}`Jpc6iyI ?qЫ0<2 wFq[ߣfN *|s]sr# ̠֬CEl+ iv].n@nc-y"Z>nOYt0xpEoy*/@geWa{Ζ2UW3$ljڭ:̈́Q.w Ho+=`.Tn@tgR\VߙUȑcF<LջI2p24KD[}tB &8IN3[oyD9_׶к\PKJMF7om/@ta2@]DlCјeǦH+e[^T[TOuFA .bDZMx)n )ưJ - ⷢ=hDY[W=`= ɒ>ɶhw/VbS&Fwx;gWj٣kfթNx1"@:{`m=nL{ -]-˂$˸'w}ZG'><-Cb--|w\u<'D[}繎z[)egȆ5ICS BeXQǽ+Nԛ|Pً[{ssn ,=)ݧՔq&Z,A+O.],*> AvIg.<o1Y 7 "=F,9^(CCL 8xxd;/HaB0GKM9!*w? RJ3J6p~ |߭st5oRӡXmhd97ߐַdGLmt* En{oA (uBƎnw;H7\& yT./ْL<#5*mǪA~|n?7"/gaswP-\p;%.YrطvV̅ܛFP4mdJ¬3SKSFYM1OsϴQD&qN')8k0#8eaTW ),?RltĘQ"M!'BW}o 8eL9]+`ҁ.]tNz$+A'XI!y7ADm2ʘO/,ۙ0xO KnXǐ7Z?pSˡumTﻪdQ3LQs$ՉQ%+xt!kѶ+{ MNmxUok.*U{B/YӋ<2|6bl{-XؚΌR 4l{ɡ^mtG'3O}YC*âVm!9}͓SiCJrðKg>j ?y.GQ:S-؁֏Т&L._2͝f6< S +_tfXde{J'q!}Ezl*oHy|YN6<ۅ+Zq;l:7 =KџuLb}і}88aG2z+ЕդX1n/ykHo/4쐫%OQ*ow@`CL+6`2ßéK?S\\zA)?s V`,=Û/-45?sk%j >6!V|=bί쏡0jj<%PUeh }ψJh/ge.֥F6uyߟ>sMPn|DcSFᵣr6 זF1#"|m8/ssE3 ֡ӕyʱ-EYuB<Ј+']IP}GKУbtDqXnR"y<w˖}~9B~k]kszyOIJQ"T"* R)ŞY7l l!0 ۍ}n2I-i+٘B|yOU3?Vg/]Opۊנh59)Nx iT3Gn|Y0*CO}G;aM5v=o5}ym:^Rw7۽q3qĕ'y]]5֭l*rV/.a)TrSl3r3=Ĉ7?EQ\S9uMe7 $8:t'!&g_h\*8Jݩ"K OV} S[`L+;79Mv>%*I[-T42[^EC{:nWc!3JapϦ($hQD+?5p}qd} |V]+6EH[D&ݍz?M endstream endobj 992 0 obj << /Type /FontDescriptor /FontName /UJRPBG+CMR6 /Flags 4 /FontBBox [-20 -250 1193 750] /Ascent 694 /CapHeight 683 /Descent -194 /ItalicAngle 0 /StemV 83 /XHeight 431 /CharSet (/five/four/one/three/two) /FontFile 991 0 R >> endobj 993 0 obj << /Length1 1654 /Length2 8936 /Length3 0 /Length 9999 /Filter /FlateDecode >> stream xڍT.Lw7R=ttw* 1ЍtwH((! !- EZY7Vdp08@\؀BIe ''7;''N ;@t<ɤL]̔ W; qr892tpH-F' vyh vۃ5)@ rO..BPvgLw5@9,TLA?Ě. l@\! gSn@XVW@`ogSss{GS'bہ2J..S/CS;Ó)wqu?A͝.Pv(C_a.Yb!`o@~'v?ݺ'B!- _,\9!`'WԟO"dV /''' r<̭9~tV?|[мn +ߊ"4 `6w?A;=Op}2|- ?濛ˡ-J7Uo6n>/' :7[f 6"C,Pxh9 T`g 8y9͟>7_qehMv꟦i#򿦯@,2jZyӧX}` dv1cSx;0zfl@N=횹S}oiRb`kxΦhOBorZ<~5x tpFOA~/Hap~Ua/pKۿ\OW9<>-ߐ)ӣ/ _ O]A*tw9w[h_ljz@%gw omWurRǿr)]R߮SD+d֎2,3˞!Ara@a;>{7Hς{[o+zk\ AJKGB7 h赥qwbDO7&HJO $`_Dē}!heUM?bwZMԥBd~lu!ݭ s0Xftv+tWZON-l',*4ơ6pNv7y%5[!k.O%CQkwL&R1W%l):?Eäe_8f$B¨3") 3KVa:faY$hD>5L#mEqY)" {e=HNȗ{5Z<"&|1q\1da+x%M"N*B f(/|Ւs:pknYBaKރhO-p#/R@ߌ;jՕF;[`P !Λ+`[T)*Ұ:e F ݡa/+:BB@_E.I'OUiPګYTO71Q*gZq7dG2~;b|=/zKH VP-}92 :O(YE3Y ljgNAp9YX̸_]f/p{ͬ47|x*yyx2w.xǔoZCD4 x> ]3X?utsM*6r{Vt}h4thgۉHmqveײkLI IG-R}Υbխy^K+ݑqm zH&L.Atvdek:-p.bgC}/$?ޑylo&JM1_|HP`DBέ0DpO;v).8iBƫTa ć3&ʑ&GϕcCʨy(5EOP5OL,`M} p͑%_e #+c{]SI%q=~^Q|!Dȯ/dt".$U=Bold H_όE QD.xsEŒ 1/`..m?\⊽`'.n!M,ONvѢֆzO)mT{6 ) EDӃ[>|#q#Qj}^g0_'c7{٭23nl<#lC?-Cd.<^`E~v6sb Vf8¿]X6A=>k"dvg]<oqgI 3"k)^ۊF1.l4"aMS몍\[ .tcAM 5ڇי#,<6鄛F-ZnR!FqTQgiY,6=I;D6H|/Ɏ o¼ܿϼ8:9&\jviGZ/ַfphQ:ˇ}@qYҍ&x|c Rǰ4K#.i n<S"iC!20|Cs^Z-VqӛMtxfXc@U6#Ҁy x1zW:s#pd@h1sRӴCtn` B\ʭ ΄՞s¤*;Yގ+ۘyGt`좐]Fԗމpd/Y(wdlP)3|U!z4%9v:g˥"]x n)B@hmm=tJ&of 21MQ6ug5p ݲFFQKn-V<$"--{ɖ'bhlx5UӍfQ mh(L&lqS& sn[y\ QS>Yh э3ShX3YlvC۽Z?#BJeR 1N{t?o1 |zK }^۰ҥ(szи-C^q⪔*xTU\eK,O儋׌miASHAzyGlcpߤ_&O˅>O!iMUx̍ՙR)`uTJ\}ni#,кڙ,O(15;%9^tMzǼpgo<[,-jB3##[#W:~ G Ö\E6+}X!bp2>M,OQ@J1c&`ϯbROY^@P*Ȏ6m]''}:X[Y znl!toC<.-vt[z# }iܡ[byK^oA.M0^wOPÈa>͈=#Cr]- gL GP#]ygS:cZxDh3ˉBD^s}p4U2u/X㣫^`?0'jJg#L_\դzK "T%:܎:i\}N#l]װЬDE -6hvJkbhk$_ͫb.z@Uw-]Tqԑ] AR'c%f``ɀ3qU MOf`^5>Ϛr;g>qZݤSGɫD $O MNx]&@7d՗-g-AvonuW_fj fߛc6}<9b.,Fsˆ+Z=mZ\X~er^>Hw{5htR)eO4>hCy>"-igy.A d^_WѺ+r`CMh?D#y*W*%KȗYY߽xnAB˓y׮<&T2|fSJۿ>{;N:;=M5vg&%AjeO9)!5Ŭ}`HtE ՗&6ᰌR&3nv\_**4Bg8>;  t<x.<2jf(-V>HG^fysNG$<2)0tr0'Q { }kڥ; T$N}ӗϝ6,b U_v x1=[P\Z(Ԣ&+-7ig@50DиV7>PaϝlDsE;Uۨ 2bNT`.Qk ^`t1G,ibB9={(N&#h\k(y~b#U\rDGяcw범*.fFtxus|Ұ 6bͱB( 󶛾-/K}ﮒ\7XH~ΞY'@Eh[.ri4;4Å;{@ˁo =Fqmߥ5J3`yاޤV/kuyNwEħ1RVݻev<ʳ'!w =T{(ۭyg'y\07;ˈ<zV$W0"he{Vnq*:J{ZY|TkVMIaD.N"8;"U7;<~6%) fҫu'uÊ}₾;tjCO ٚ #T̷DX(JXRUmqpz՚*Js_3yB"y(sQHIDMw \>HJBɇu-Kbh֫e됱CzD^zў#A֗{[mXA,/ syê/qboܾSEe!,&¾j:+ ͜Ċ%{lpH씊R^eg K8# TfzQaаb6Ԭ$!DԐU@d wq6!îp \Y;'"w\C'KLM7 ^⼑,0`~Pw,r%bRb}K^m92"::0̙H;0^ިdܚIsBťq.lR1Uj!X誯[yRv$ҳ9|[%^rL4<:>C S3|1?>}K#-ldɳ i(Fc>l3#x(NF6O$E~щV :اYb=FNX81dQqY {iuF "D$ v.O/DNeWRh Sc}B`(ߍ8F4_8}uIHɧҗX #7 (7 )i)%eh Ix 64M侶4pV`>N|cL59"2BOO*xsaϻR$t՟Ws*Rv:9|=9„ҬjM5e`5@4'aDQh-c}[_~WC]o1]r`3l Lge}>)a%oZ)ydpqxݚIY2H`834dȱu5:/QGGǟG,܊E_&;Fih=674!;-#߶}{G&ѿ˼O7;֯4Si9R){r9.@NBH0ȶ=NzuF.O4_OXEm V%kE .5' UޞPXbpSjQg{)&*=ZݥGHKqGO^Doz$33nD%JKLc:yP 4:-P{~l'nbfsf"e^E|kNu5/L.yӥpowI)-^4uq} x}69-#L4zEI)Cn}Ӯ#!px)}tUuȰGQRd%I㎷*^sg*mcxwje쩃URf ⇔aZ޶0ȅ迲/ಔ8d q:xl匓V\Jʻ9,,!V4%u ΍B1=@8 Bu fcΩ@Gq< 1sߤ% P*cSkblXaq6z )DǢS>T©m+70iWT#*(40~v\:2,Kʂ΃Z FGZ^> endobj 995 0 obj << /Length1 2258 /Length2 17347 /Length3 0 /Length 18692 /Filter /FlateDecode >> stream xڌT  gcrwldc]l7d۶9dTs?}:NDL/dbkqgf`*qXX>}R9Y%EtpC/4tz:̬ffN&&  mx. ,@Idf?*cj377'!k kd~hlhP5ɎՕڑ r2(.@_ ƀ brXxX66&@{l__e@wk _D m mA6fS /͉`hc򗡡! B]ɑdWѼ7YDhW~ {翞MA6&`lǨjwJ]Gft311qr9_*v x:N@o*!03L@N#h/>y@}LI}Llm=\FE-i/j_@`fbp?x/OK A΍-_%?e{'}.Ԁ g@՟abg2~yvGo-_5-vvzY,lRN!dcf&An@?3xlAfLLG~kƖI15X9GO4F{yS[`K/`8"Q(% Vz9 nQzGP*{"wd_}yz']jga_3z$llI57F\1xonnǝ/{71|OO6w3]|?yӷQٽXM4R{gGoߋG8I/tGRheh(b{Npxp|?{\1w>?m=";6vvxA l?Zv<O~WFMD]K({߇]1;ؐgqJKSCB*^/^j~ҟr읹P0\$Vǃ9dGF}5ʜ%q'ArC5=F,G}Z詵8^.!4Q4΢gIВ[+o!q62]#jRMsr^N c/S߁T]?éHxe*K"`{ 0IPc]57@Gy7)lgӏq^,]DkVյRK"C6?6|&=W) cQ:> ZX/+(n/@;rs{B%u_Ӗ6 VAܾ>>"u&2/ώSh_Cd",q n4 g^kԙ5OgߑXEfU;1`D]c+9!Yn]'ΐ;1!7%ʜ `8i.Sn~:S+5Pu6ؘY{03~J)tPvgv,qQٻSQxyLڰM^P,_@'} fNitǧly<9 3 -y9BpQ 8#I9 ;/4Ҁf^ݤV3hI{?[}BD.<ۑ y/??`Q))b*5Ru}ͬmBSYX$L5-E@+؇}c;~羻y5wl1@!0ylpnq1;(=i7HNmrH8(85]K2cpًojy9͡{0HOG3)JIG^K(ۺ$멋ͭDQKMfA|̵>RO$ZhXʚc@:#$&"~KmA>Xd(W7A5gj}΃5.l BqFKJW=@?+5ɞ (_DJ0@ vkxܑV@&%;U~OouTk?>W?C|0ZdG+:^&bLmd=1C'<:y35# ݯ}K(U#@sMƏ#-esL&Jp!cW/22MK/ VQQ}+U=$d+nF3vrگ4J)|\o(tWW'`v!ȤHIPJT/.km gf~cq~]К0MnAKl](qxeHjĜ{(VfmW[9M4 vc RVN!M 1d > M>%^\9?$N<;~4̰<,BHNkQK}jsxie+D3bV=wjR> 3..']ZTaf݊KCw 1 ܂n-9MSu@b{+gpVֱ+wK* 3sh{B׭W,)!=2e4WImoHkJ*5 QCE1rweW%O*_D}P l|iBk%N Sl1CQ8HN&^7 l`Š=ţ,0WݟVR)Jđ3.V@Kqy}ݾ h5hw;4;OlaV "RZu2ŏS 7Pk=^ZGv:Py>NJO L"qT׾d*1 nsŘl98,dƫ8n~}G/kI>f[oj5ΕJ'\uAy?zI}Jn:N\Cd72>K7aVgǪEJ}qcYJrNT6e(HxomB)hnF/Őog婤[n뜾J$уnN]'tӨȚ;O~T\=qX 7#OnٮxW08!*h1M/l3RDi'؎HABV jќG@q5*s~2nB|lbK;~t9)axh7pk8Q#c?ٴ#<^3pՄ1)J9`b%SŇM4|;.I,/gG[wEN'?p^1~o4͞ )Nn#FX 3V j AŢkl~T7uvݞWB2AbX}UJRLi4ǒ$10zQi٠=NQ,,\BU<65͔I7Tֻź~nH}a!e6wpdI@toVW>~7vڛviO ؃2.̠I\u(E>>+2[\ʶO*Uܐv-?>\lRA~"N=3xvxWI$ϴN\v6Q4Xz32C5! .PR^;T˕Mo1$jb{;~ „W `hnCT1^fx{uQRBl&S 䨇5)gxG:!kǍԞ{FOs B^Ч4& \Ho4(.j ~\70hJrylIzOLXuΓD@/3"ΗPX{~+;IX%i Q{.]qX< 漕HR] l6lLi4=f=zh<ˢ)3E ܌ƺ2 FQ" \K_d@M,D@Dz9d4MKG~(}Udjt0A #="i+R =mڿ >"9&zci6Udַ Y5x-`߯h!ʺ8/L#B~ n$j=_z*Fidk*e0_"sxfcR;MQO=79|;F1F['ak&:C1' m~ԕ1 V-VIh[Gک0sEGP³ }ek~%+bBLVAz JP8#RIS/B__pWLӢYlm"٫:fb߀۟ihuD<'D/xU`^R [\Yj;Gm@L7\A>(KVi$,[ WqŚi펰)5bQ_D%&iةEVq]g:8He=tWu$d8DH$Wg*Hu`+g\GjF7gYU\0yN82EZ|:)F#1E0J @/.?=Ж8YIb2T;c"8saOT OtI=xɭY=Oa{Q]I+w?A]c7uvʑ0"u9<n@c]YOZȐ6w6-24 4%U?y:$ ?ku|*aPkQ ֶkOG= wd9Eq;!eO ҈?i~3 &e/r Ծn*OX4O&A9wt4da"οOAW~Qc-8Bh=-HXzPo&n?e~z Q$QbOv[P{UuIV.tL^.^5wbVKN_p+2ߋJ搟}&Jf k68}^k:3zJxB[#7ZdRXb8bz;%5Yxr4r* ^v[e9'_?z pG|B~50Pm_JQPIJ O9ED=H^YEֳfՒ8f:}mf&  Ư ޗKwxr7Wπh6i_Lsٝ%4AC'L{=xw!'q`s AVখ\E]՜K\&q}{1(%#i/mѲahs=I#O;'3^jspI'CΩMc. t ֑ߡ$AZtgNFDFA40]͔P"Lzgf"7 ɕՕ,Խ~\LN3 i Yr+mh[ŮhQo;:DzLFQ Ԫz lOu _wCb^[lzbxZfPYè5p׀['Xy{%?zz6:]7uwK93uGs #{Y kÓ+wMWX /nGTZmxf,>`)COjwA<Gx--.t$Rhw,4?. 6bM?ꅟ^&̯/8u&%ugX[Ld)I ai}_#!ʥNgE Io%ᐻoF-UhC:L%B7lS5֚/IHTQXe?}hI|r`_Po}(!3<*5b/g%ޡ9~Ө rΩjdHK!D3]:|DYrQ ~z jO%yWƈݑ׷I*KIe23"hFªdw/+6)My؆aFha! 龈UF侂)=~C#8?2VvA\XF쫹哙#03י{0͋ˬE&?[c+xU89~F> :dD߬9|i^F Α~#_>zoԌ} a@ҙ[.;k 2:8 1‰>ij`D%F8}  ^a&G*誫.Px9:7bms/S^d=-z6">u3(I?H.W` yP.HEԐ(L5t_<$O(^c{/۳kD. pq!D|"*}5R#y#}uΝϦ^<>w(EC=嫈ws(~>x~Nݚ0jJBg~AltI}yGpiuQXqe5a>*)c{ j0e>>t.m\Y?~ɩZ=iنvO]KG?Е+ Tb)YQ[=Fp3R`|>YqyTX ^ϫW* #~ O|%Z( b.|_? Hq4o0L}!lmZ{ ̿Sղhf ދE)."F [qiґovJƂ ̉] +%!KnTeMZf'YhS((ǟ>+MفΉqxϫ% +)~ΘHi4-IW9uwL\gLuwRxaTHf3kŋ-뭑iq9HjYS޲xd}/k`pA%|=oxb&2jN lV%j+͝^:PXLoD6Z-yYs+8QE_^+E3pjlz-*4ف(7s|^Ja |K<*a\F64ɝM: =lk ͵}>A_5ڞ3̀Ҝ$B03hF,UTTm>G7&6I(&ooYkK`P@ Ӈ= ōI3'2ɯ涿;P`jԨXDH7|'8'EzylTN*MH'Ҹzi%{Z+%Xx! V΢uq D S c@+;d)J#PS ك a Z@p*ؒ.' ) E~L=ʨmr- DU-~mH=%^Urq}A,|IE W31pOT7%oT]&FJLlR1)I:]vG# "eњ#E'C; $ ;{M BA2flfX8qY:&%("$cI@ű|f_wݠu] W8|׎9sYK'*$ {CoM5m·{~%і|nk\IL7x~ѳ޺q-@0 s&QlO-!毻*e* +똞Es&;plT%:_(aeL|gnW )osıtRxJYG0Q{\ &, akAcYbٔI1Oea25ok)N}T]Cv%3^'2דw y𲚾ёI>[Z*yaS0:ze\c0]: ю?t`Y;KZ#JrwHysd:)#Wyކls&:2Jzc=S_ǒݐ4ʿw4څ@9QnɞTg|h3|6?7UD=Ø~a<[ ;m=5f^T;B6PuGMq?P J xřyC !0B&a>U Vn.U27:\tJ),Vx W+͢؞kXsfnO00L1Z=HWKT܁$;}x2ຆ>gJphCJޣX]sB֤3\)i IOi%{mSu_ɶT$,13:py$)I4/g?67X!A'D о.)%4QEGK8mM1R]tdF Z~Hs2ud;`:nRbFx i;?4mf^ ]7LY!Ȑ[jCU%s8wvj>qGymnno$MI~z oI4չ-$jgrf 55|D I~X{!p(ek,tZ.GtkI]\W82'YSIj!c=ܯ Չkgv{"Æ%T}:OmogY:&Y?8l)Cv; l7ǡ 6%uϟrn~gV"gז~BazXhRA9 Iށ!r)b `WOEMFegD1S\AQэ*¾c"əG6%X[*l\VYgKVgq\O?"y%W0\qǐ:hO ]J2\_:˰\``ϒ"=r=JY DNx<\oPXc'(,26?5:H&&D7i1oyjZ,_S{ݽCmhO7sҞlu<Zw3 YNR ,_["p'@Qb^=էľ5Wxe7&u` cWt[ V^0D XadraO)ڎY|%VYaL l/Er:W{Zdڿ gO. F8=jR45&0X@38/@[H$hwFV}Ef RI."SLy,M\u\/=6om\c2i)q+ʬoz캰@b,Yɖذҕ(xddzgsQ\H[Oz$>?^V"XP+'>5NX=<&2ٳT64Èܑ!δybvc1ZF3TkIHe l1r[9<(è~_ϔ$9 }v^|Ek82xnt |6|4ڟa1dmF#O+q}cu LzC:y>~HXl8(~m1@Ҧl H4Ѹ^V֞ƭSM}`.nb\y$40ByBPUԘ\+|&U˞C-ajECmu|nXQSL"x_u!݄O2 H6y}ZG-%P;#pp 1U)n ҡ"*N8f~o 89_!<)n$LR}'m`P1QtMEJߓyI4մSvZu0:|{{&_66W!0N $9 ݣd`j"ٚbI@'cV\ω6+ 2YH_dC} ˪O&J# Sa]aUoQZ//^~0BpAHsk:fȟ'VѰEoFxYBT$ j1%-8{ 6=/p\B!N MME D:7ֲFK *;N!-mGCR,{zuŌܳVd4KunT:"9P@!Y؃`2V53{aSƸr_$P=UD_M)w-v&L/) >@⥻꛺ŀm]!ٻb2C[#6U݆H2.h:պ437 PPps Q]9V.Xb#Eʽwəg'q˱&*!burjVfhz/ hח,NH?e䢍u[HGZQRl}fӨF_VxKvW8 emǀ;:T6ƥ7FIC$朢Q0LkX!Bj%'J?PzsgjI<.]2Jq6'IKC^j8bwBLta,V1ZHtTz!JH;2cb`*ru47>YǪ_GliP|%G` t9DP O>׉&REKl< 6C/okx@ tnΓSCJO] Mm+?IpCU!bM}kIZtl*%킩!ˈ}RTъCG:6O`rK< 7۠:!s`:fA-$udohQoKCQK'Oe;B`UV N_dAmJM ,;fICf8uiT).6v5{h+^D*b|0%'C/cӪ9+<Wӝ (]~NPO ȝ)@W_'{#Ѭ磂*ez 鬭׼?VhdZ".sFݜCc8EP1Xa>Ji.F6aTm:etj?G_*zjO zd(x?2Lv[5kaM0)' ΋BwpYs@|:^!j{,ٞ]EOZ[dcS@f'']u݇)/]fԩ@u=TbG:ZۨpZI ǀ:BܑaF<{preKlt#w`Q%rcL]|}h2ȩM*`2>HyKѬxs[8ŲwZi'a> ӄ诅6n_ N؎Op˦>dPGj&%Ζ`c)^+RU˥J4_7Xl^+sC`02ԔQF0yR8($`3/l몊qaV6far5\VqiGT@/lwif4SO;aQ|U*zJ jDCҊr] .sqt~:u*}9PwsÕl>% pî-f+%v[y6ߝ] Ib ^ Չ91&kɲV\_1C!{ezJjmzvqhdBI09 s`cfKx;'T\mT s2kSq*Bdžl<PrR}Xܾu¶! $ZDr^y8P6f'ݬΌޝnP JT7 ؓ-5:, Lܩ$ӾD\] (4v)C0ڦh N>2NɞeMj6NI5Vp iۏ#—T מ0Af_vJvf*ĮQ(~FVl}Cp'cL}^י ƞVTI#АRIwuX#t/Ymy#JޛsO&\/ eLmݜ=!S(a<#7Л{krxڶyN WV{Py؈"Y2]FdPۚ5UA^`nc0ERv>9ƶ.ig$d+ 0H9,쮂 QHۧ AٚL -ƛ[A袗{WM )}Ք+aWOiM_SZyՎ8IKha ĵc)BV/!>]^ҖWV)?7Իxܧi9)<G+?8*1(8OiU*5W%j% X6 >OKq*{)m GlfHEӛʙ^dqO~透k@_tqPrS Dxib-" l+x[vqV~ eh{94 r -|%7PjTl\| G7+gd-]6 Uշ_SwCϾtv1_cq~ђ00DP,& k ;8Ǿ˗TYDp'b<Ӂ$yaJQ)gGUb=Hʅ'qn;Nr5f;3d\SU`k!|=s nant" *r"~v}r&N7!$J> i .Fzo2}oQ!DfR!lJ兒.ΠSLMz,t1LND\`AryIap +ܺm%T/BZ1E-G&`&2^\j| ZaouFwvlg$4YB봸/uHn1lL~[x;Ad}zd^TWJƨz`^doXlEUvԻRC㦾wdFD0-7 dF,AӖur.\Ŕ3ۻoMZmdǺPgQ) 4"Ad s="9ժoi)kjYpQ0Ha *E 9ٟYt& )C:!$j:R#9-6D"Dm lH3lGCGXM['nHC0&|w74/i^/ = >6BI=<?3Mz)zxY:A!!}ـ꫿61InrqKWmсd)(Nhj}3["-^7wҚ4)cA50nMu)H~87wǥ󻬛шà`Ƣ@uw{Z̆J&J)gA=;?ͣmHz/'A,gH]:5s4X=;EPNeNocV%>6QK9B^#*7\wwuSmf3m4&%|X B53ѣhoc]Uֆ*\f?J5Xle |<d[!'uh@ %~@ ()Gj2ة+sj׽xr@3epІOT6^Rk'@8^c[h({ylMF5ko4%ۜ<_"`׽b#%]\dSJcgR\ [\ZoNe_|nmٍP h7,=0W D=hFČ3 a YsB;{)ϰ!:D0i)_|B _Bwuc@zfXn#ε0Ge)z5*yĉ._v;lzI+>d}\/#Z@={Sюw;B9OBE5;k[Q"bvP*1?S JiKFa(DY?  Vs#rݕI%턱l^C馠^VE抱}wo&`,/i |h endstream endobj 996 0 obj << /Type /FontDescriptor /FontName /QZJRLV+CMR9 /Flags 4 /FontBBox [-39 -250 1036 750] /Ascent 694 /CapHeight 683 /Descent -194 /ItalicAngle 0 /StemV 74 /XHeight 431 /CharSet (/A/B/C/D/G/H/I/L/M/N/O/P/Q/S/T/W/a/ampersand/b/c/colon/comma/d/e/eight/f/ff/fi/five/four/g/h/hyphen/i/l/m/n/nine/o/one/p/parenleft/parenright/period/r/s/seven/six/slash/t/three/two/u/v/w/y/zero) /FontFile 995 0 R >> endobj 997 0 obj << /Length1 2848 /Length2 19045 /Length3 0 /Length 20651 /Filter /FlateDecode >> stream xڌeT]Jww4lCC;DIAi};\s^k\PbYeA,)-emmv;;+;;' #Fnr#4ˤ=T3@dgp rH{YTX g;-|:pY;T=lN`-L zxy{{;lDvM; h6@ OrH4m[;@n@Xhg tvtZ 5&0S+?s!;69;95YeVfo;|LWY 98dnfn;Kfq99=ܑ~'mWޗ;8`k;g+ߩXy8۹zlvvv~pc-o'ھ.)9~y\Tv@$ws/ `sFc,Z`B3ϙ_fӐPSSb'Ԓ ? '; J%U7OxTp|?AaUx?[`n {uk~[7&YOG1K1̝}xIT@UqT=w[he ep<+7vv>@+u;K h T,m?:Z:/wp8[~o"'/l;;e\!?V k;V8LQy%17.%~U1'he,XgtizwP'| נ+ ؆ {wY kF}`ApK tws[z{3_DZY 7wj f5sI΍ Y?=_Z}VZ22X&A@ ; J>蔵YXU'ѻx#)߯շ4RXZ `_jpdեj x?4f{C2{ۦ Nk%Qyg#<~ZT r>v+@1\1-)CQQi}x~N?QHP3qe GɲG9)WWu2wFknžjP5N/X:JjQ/vH>Bݞ,7-OsiChHj+V`aݠդg̔̍JI&sFqdd8:}vJ-L F6OLq0;j &2 %|D-!a2y@8[Bp1@;n89;G2#aAb޷ F2Il~jrǘj9C?,>q2mB +^ݻrz TVVXilTc̯-a,t$+-{hhHD1x^kIE)RoQKR' -Hlh/a+7-Hz  m95N^穣)D1,tnLffhZ:)SgpQU2DTD`m`{rwQp m ˬ!@k?}`.hhHa"‰VYbW}  +ɯfM73>uXw&Rw^;]F ̝7J^<2qOަxX%ɿjL#j"%JZuoKs[~E*V0^dϰ+R=C=ivIZ!mgUW]$ybm/y*ݩD؊!l܌gǢ["ȉ]ߊd. @3Y= ^8li%sfsI\6ŶjQ`<%^Z)p'xB.Kht KdrYweRK0WӑBo4LCSл|SRIAul.$qY9\B(kVJwP8qԎ<h"v\6#ԡ>s1{tD˅l+5]ϳ=j=3,Fx#{pܓ Ee˦O%KɲocɪE267Ytcت2T3t}mTNK:Dmщ/w #B--lgI&A~QWU(Ԡ VH6L8щX>fʒA }V)bEI,/=yWi"u:̋2![}jpoHVSۻU_Rwo<1eE4,lcc;JVj {DX Ǜ5}B 9 {D %a^ QV:+u-ssL63vIљlK6s gFs LRFK/=wfXsvͶ*GGsj)epeD˃٪g1ykG*9򛗢f`ގbi@1=|[c]ٟIf4V>!dr ۝xˢ>U:}ܬ2xqFoL],z3:dӮ׈w'1(Pݪvճ-49oBN?3!r,έarDU;3n?L/j[x gA!Czn7rPy2jFDƴ:[;&m;o-Dӕ^U9d6B_ {iV} x,6RDQJ3ôb(?EVփ'!;T,2(Xn?_<^%C%a+lIE<5-LU[?}<)Ղ>~kz!Yj #b [y^ܩͣ3 Uj#fQ _ `rV}#*#<ۉ &xDzW"X`TatJ} gKȰEqRG4ђ̋*oݛ?|,6+_pXga!w2͟a ߝ핖$Ȋt=Cd2b0ƃGom"9BJ}"$]kk[D%!~r_j/Mmu[8o讞5$$N!ٴ5*E]]y>Řjbf;k rK|UӁQ绫ǂm 0B Kʆj"މҮi"ӗ$QKT 4a"ǗRUR}=*3B`"}Z3T 0( Baͽ Čg yw>}F/t*_1>N1U:\c*WREq\WyJ~]6IX&`(1t3?(!D kssL1/{O҈)nR,^hL*P^J Į$=?lT5&ҫh@|;l{L/ F1($GJvykGfz94ZH@2"81&7&C& JcsVjl{Aa _} ķv)6rүGˀ-[wBEނ@p{-q ǏW]Y-_+zØ6|ك~{r o'RXǠ8jKQx&ֿpdd@eE)׾ S$y7Hrɟm'fs ~p J6fnd=$xdRĹe"nku+qMU~rğGb5 lo$(ׯYqA\~/wy8PޣZeȵZ }JBu(SBzcke&Ѡpl3V~]Vi쏋xԀ|QrЋMaL{JËoG&AiZMJ鍻) mVxKN0M /kK.BCEl'FX^VHD.C݄r~ މ# n\D%(sQS=r4\e&n^N }|O\<\+SYQ= F.j17yTvz] #o_ 4kH_,Ϫ5 lmNjLh4 tz-r~I hEזŹ}g ?.ތ&!/B++[rg^NUgҸdO)b$pGrr&Gܖi?g7gMbw/zllzj\/p#(54CU,Rp\Q'hop0C 5dJd  iHo ]tn Jk?%꜉Y#{Ƣ*ZkY."c]$47s;U'c'޺qs1>w&s- :M Q'yBv톡&p cl=>)obi3KS_t GV!>uV; Wp\` V3nSC/?k0Adض4PDkΟ ]Z5BvDLm6lֱ^ߤ1U9l̖_0ñ1 %nnY'Ot1KQNC˿U\{Ŏ[bg,פN+-E8E?h,|)/ԥB"TfjO_ytCoQF,ߏ7MV6 >cT)MFiY^J}:(vm +y&PDPgx[GBw uzsdlB'~gNsšયWTlno*m]bg&snkI Gsq/;-5N Z>gq|k^ MiD;wnOz%yyowRN Wޟ# Џ|8k/H1O(cuIP&^\$%MkHCR_r+hqQdZE^۬ > -STK[ь7$l^xg>yy}x*naǯ°N/ȧqrnA%U?E>jpPf'7$S"'sWC4^؊aAOi\% r?ck+ x=C5 AĤrWӇtdK}κvC_Wʪ!< WvwtF+9m`;v%@O]^Ԭ+0o;)n9\_#x{yMjZy[RUOLv,ik nsP,{UPS9}ts:b9@tu/`Znכk"GS zn|7ּ'oa rˎo?{,mk#wZ輪*5 YfxY}9;?`o5Z.fX/_'{߻DU%7[ 3wAt,Q4)`,FoӫAb#]rx ݀d2qbRQL3u}ލK):LFŵ6J13&*^peWҐ R`Jm D }]Ӯae޷֮w+bR)TNaH1o>6@+SBLF;ezkaPZcT܍d^ߝSu`2&_)NƯL9,F!/vE;ќL{kFEyq2; 8ApZU! ծJsTP<?ǵ{ڃ~VatTu%)Z'++pRRfUP[8[CYM#uofWϽ)d_*zq gA1ݞ#]j';,ږ!y79-rnl)&yoH +=FٺL7;p4Gr f75tS4YhSd02e=psSdd>Hqm/IG): (q[9ؓ_h4 ]tASܪ>/)C$$;OqAp3 JZe 6cJ߳M'e>qgʏGYHBuY>+=kFƾ*2Wil|2Yt'ӀDfFBJqT'|#}MOMg.?nӬ3 ?ulšZԿ{Qq6Vn)y3i_]&.Uu |o*80!#\W3i]Q BC~Ќ EWʕ1ߛKHm/*{~1+$P7V|MNRP tsMÃ\]t1I F6.Qס߮]ݤ_H ["qaʧlL>w{.NOecJQ0p2hytG>9B-nv~a óM1  ۬+PF1uP beF!B|}J^G,$qzfo]t;whmpW(G^aQ!ޱ ZrbEiӿt pYmbQ IUp4$`-kDtrմکuDp٥5݊g*&cjm<܁k$,b$!28k;'c} !iGRUn:_2ʲ}v ,Ov2ȯl =/~\;qߡxqYYG LnO*"7<~?^KɆ24 }|m.jzBscI_UTM k[KS~ˇيR)ʗz݇NאVͣ#QZMd:]8 Q(yvk2X +"|U> Yd2ӕ/]"\X=TErg6>v/M3 aqƄ암 ].l-a0%Z!_`[TH`[eyC E{] BH 2c CB/k+?&\XpKhfjn_Ï~ؐQ^尸,IҐ42YwDKLAak\SOwA/2Q\6< e&TonH_6;`&H'-i&3mz+D+gg8^+$^?ҬOIl}vC1ebƇ@{+28`<ذR<'^2j["ۡ* MPߚRR:_1B<R'E fQp[;0b;`MAI$ݘA1A<0w_L0![ߍQmwF%ڃأANT8JwTfp{:IH WTL{FVQH=-nx4ݎHK.8I56W-їh2-~bB9 )0Xu^(*׋R"Lhh3'v+rDn.KD%ѣ7i[F]]RBX~Fz_kng|O13m[I^Ds6+RZ< MMN<9= 쫝X<1U2xu%YRu4;^RI΁6٦^ yGsyD&_w޼JNB'xۓ^nljLq&ٛW,7@*hcuH6T|r!N9V`x 5EU-H M/%33YJd'!0PfJ>Es{o y#C+XÌ Cv)CJlW +LRAR=vIu.HEj;sRgZ;VqR]Զ8V&_>~.%t>­_u7e{ѾwY40NjJj}`aXFbii[{D_%F?Dy@#,TɡERXP(b(Nec)-ǯfNQS_ ͷi!\ 1E{4#/4(q74bZݝ_UcDanKgoŵE[eRJs݈7Sꗪ&>,{Iѝ-`m~WGZd]8G -}CG2=#SFI _EX-ݔ-opO߄"qub8Gla۶\υCM &&FDH6Ksɋ6@\6{)sB3YlC)]r#2WML^&ZZ{za-;g9$OJ^;^jLk9ۂ%0։|W$f8s+!:^jpℜH6&q ؒmb|s)FApgk)4VBcs6*?#ˏ!/qW%/GR-J uLIٍN-i9TR.eiǖNXz s(cVYO&W7a֐|Z0͌\VUDu`OJvK{ׄ DO 1![ySr!`GٝB_z錯n:?vӊc;^I&fnܬ<)P0Y.n"' F?UDvle¿&o*,%L$#h5l {k/bY\Y!ZjmU"&,aGnix8ފȢJ+}}nP}X'k?aa%vxf-*.q S:pO%,(pG{r/y3nז Q2>B;;wZ_jB5^%cP<#{ں c5o7grbC˪]>T'{te hI w%1}:JXa޶2.PC"p%ގ-"jja͏CQ<(tC拹IH- 7aLj>w6.yV;E 'BWC*CW&dcѧ?q<+,zn :8 U J%\b@ fbacII9wކhj>?%-s" c-:ogd-}Nv67U_vNܾ,Fi^V\ v{$,:'Tϸf]fSiN oleqs+עYn#S޺\ŸL%Jƻ۴r  -{cH`- J-qa.a-%zo֞@糸ʭU(*&G o#ZUPe?~l ꬗xž&s&ͽvƅR+CΘ̖H9rhEmZkԁ0uY9*gE=;oS>ևi̫Sm `E!)*a*A-AujV1㸄(I4R 򾍹!w4C=sJ8ncQJ4ZtiQU0~=9 dz rK"NJj ݠG/XTX:S,G,αӣ*%s.~xc,I!g(ZOY6=XGd3mǵ>ȫm 76UT'Taʢ:f&= GtK\>lZ D;!Sl%齈+Zi[-4t,\c<;E'KDJ|G{o6ɉ%tUZx*j min?@ omm I\a`ȨK scemji.M|}=`؅Ƒ5ǢZQV鿧/ 궣/fYotH[EkϵKysU_;LέVR]amAtM .Jx;EMJIF<㧲Ⱥ;FOtU@^Y}Ƅ˥aP 1roIasdδ[]]zӉnf#ۅxq p<}Ȉz 4=T`V& AVzl?nY5 ϛlN9ycb$"9D@FG 05Fbנȡ na ٟy91@N)6Ҹ! K4Ն'k`Z2C9)9jvsMmI̮LL >\ht~97!JLtdP}}I{Y/oJ>?l@!m #4A5+om3Lzj4j}?O"#Etū~xH19^v>TO5\EXj!j &x:_;ryV7n<)p?aiTƲ%N4ccdKj+p_4ssڌ4~lHyi8> 'L1U(5VO@~ .f! GUY9yaHs>RLw!@L8dQ+!e#x*Ppp? :-HݴcX|@һ[rg<6rەeddu؜ R&_Utϩ042 4n"t@i3 8~XPy͖/9aypK3]*I+1)Vs*E7'; ޾QF'[tm4<+FtƎY/yE%ga_AɆ?E$5Ž?-HX!C3% ;G%G$:DŽ% RVaPvJmy^STZXUjCJ&1 ;z]M'L}}w?D };t`mUDgt2jl<o𳹽ǁe'ɳ#.̷!,[nҜ lO0[?24Mo?C瞙6ˆ4R[i)q6Ӈ't wBx2dzͤ.\˜YGCdzñqr͆ 6m(NSeD8xm`}@Eߌ:We&S)|VO. aIuuͳ.wДB 9uO\ +M X/ڞkp3w^VgCm}iZ{\2Gc3d[lT !}:xB-v>!{:” JNOoCin@R®ST;sދ"uhix+BhWYU bmʷPSna0cBm_ⅸ^Me~,rq^Vj0kEOO.64?jE|zeƯ[k%חnֲ~w(ZiKӯSk(#S$+_ o y#.mQeдKѺ L"k`g".Ě;]ch@`~죮;&u|O`ܡFi2,4y@q_ ;" -]rР4Č)"[&q-T9.l`x- J>+,=+>Düp8%?+–O7G;UDldo^.b`Xm:qH3ZtR="&A3 *>c7 *P^w 2㫸kd4KmHzC$ &n"Uvehst,*f&flZ }Maª(B[9VVR|g/oF7.%g@Q- #uO~4}ǁ5K7x p͗_,o)8؄q9H=g(.o!&ju4r+%-Ts8֝H;2$p"L5#J"N2y_D5rP69"O9 vg'%n)*ϐ^HIJsm[ԑ5 XY''!*:ڊ[Qi6z6%F7?#)m(jNAyR--x?ည5BG.GK{܎u#*أ'T[As^2P秌8<J[1|[< Y0y'LD9} Z_9`W'U4se)kh̯REpY50k}*@u9@<:¿e|e4lJOji_s[ظVAkaɇ {`ooetxd^gM (L)i싃28=l̆"[9 ٌL펈Kj@>kؐt>2H&xPB?Wò+t'̲qlZqٓn(Avio x‘`$xZk˞Q^ETuezfU|?0RWj/t3d;U-t~OWrmbwϑqKF*ictS b/Ç%]ИrX5c'w,.֨4ܥAMI0$_y:˯Pv R'ڡ&1PW_vat{MҀ 3F5 ;^\p[qX]}͠m\%a4J6<ޠk Ss5D7gQ~,ۜ*,{Y,tîK;xH?# ]Nb\ʖcɝ}L6\>v YPjuX1QB"O"a(6b#όۛ)^ޝf YAJ\,1#\z%~1n1O7+`QR9#Z+ 3o6 }UJ x!N߭ yO2foAIemwEB 8!J hHY:*RTtkS(52`Yk/{_q8Nl*^s÷ ,+܃P=>1$9J\ u P ]=LÖ?]<=h:h35x(LUqZɼd䵖>LpWyI-xр{=oy.uM[6찣תhɹn/1$~vrIWn:SP(W&gݴyw[ ~P֨3r|_Y:%$VEAY3/\B1(,zܩp'[cFX,eLYm|2r28"V/c g8"k9@5pq|"dd#^6D!tr, bňYFK.t1)wpU&/+[F^n2N Y~k Jg~ذ|dM ߝ^*V>=WJvVȵJ ʯ/eS$V \r} b)~g;q B+L[<Ջ+HzP]NFZۺ 5:P\딓|a{0P'qbQrf(< Y -Bhxzv5 !-yA CKlY6׽cCIR *N?Wa&Hõ>^f!$g(Zd :8;/,yIޡ͋fmJu޿Ѷ/{R 40#i45#~Ȧ!)@Zr ^{ˠtY?fFj4BFOĠtm!w橻GcAdԟ59i=뺏ˉMdu5jڀR6(O7n9qQ%m\yk~& dޕ5]:@`ȈNۋ*],xrb"ZÊ`SvhB0"I"ͧ9њ&ލ_d~g?rP(Fϖ0iS+eVߕ9s,+hǦz[;u xqFn@OB]SWЂ1'0L?1\bKOI RzxZp3wCΣާOLyxf6\U'L5'k`F, MuFB>¥#%N ƣ8.G D\6 Y#w &G dO]I!V1H09wqhxscHYNI+Ʊ}s2Vl9Lk.5:z(3 zs؀xAz Wmӗf9Uu`ƭ(,#o|%~<++7S44n>@_d%ֺk?B- O0S]Bi7Fo 6Kx#L^5$nEq_? s(3|-%ZU]JN~j؜I8NYwH K*B1Ҫ$AQCl]jb~aDlÎ)Q.gRxuWĜY钽-k2a5_Ɉk+?eەA5_s 6_;#3 6SWU' !ញe|L-Qh=s`%dнgcYS=[Rh*BˢIw)PE:lO`H-՟acxRdBJ@&Awq4L <Ј⏣[hX9 C$)b7{ endstream endobj 998 0 obj << /Type /FontDescriptor /FontName /QAOOPS+CMSLTT10 /Flags 4 /FontBBox [-20 -233 617 696] /Ascent 611 /CapHeight 611 /Descent -222 /ItalicAngle -9 /StemV 69 /XHeight 431 /CharSet (/A/B/C/D/E/F/G/H/I/K/L/M/N/O/P/Q/R/S/T/U/V/W/X/Y/a/ampersand/asciitilde/asterisk/b/backslash/bar/braceleft/braceright/bracketleft/bracketright/c/colon/comma/d/dollar/e/eight/equal/exclam/f/five/four/g/greater/h/hyphen/i/j/k/l/less/m/n/nine/numbersign/o/one/p/parenleft/parenright/percent/period/plus/q/quotedbl/r/s/semicolon/seven/six/slash/t/three/two/u/underscore/v/w/x/y/z/zero) /FontFile 997 0 R >> endobj 999 0 obj << /Length1 1509 /Length2 6757 /Length3 0 /Length 7766 /Filter /FlateDecode >> stream xڍxP[.{j@: {RC@H" W " HRD&HQT=wLg=<{ ;GXC=Jt, P$dg7qBvSI/ƔQhb@ @({A:|M8 $dW#|= .(t\ nwdأ\ {(Q %B!$ݑ|pgYo`F=_?._# @P C]+#a3 TP>{/= G{Ch {? CB4 f C! է p`po+' GO (PBTTD~\%0Eh 88H{/0 ߆ vNX'zap#7W1RP1#?FEE( ;voQ}{ȟWD  -Ogpn3 p"@M{~zWgwEPo;_na 8zB`M55:`G[5PQ90P/T!(_as@!0> uG䆾[#m'yU` {x; g|08 @k 8=,:.? 5f 1AK~>d(hDCCPoLz"!K]vCK{V} ¥pT΋:k1I"(g.x9j3kf/VDN `|17/d5C2xpI3N<)I%ـ ۊ3eX΋WK};%߽Ăm5b<*Xd $\3UBo2kEk"ni䏦 Q'i 18EΔ*ғXJ#9VV v$ y69*=kl[=f5Or5%~]&"{#H֗Z!hA?6 3ݍ,Bs9qǩ;v92PËQ'Kt=;.|ߞ@Nw[tE>3Qτ$wKn90QEk-{lg ;դ,%XM )w0t ,$#gI>W0X{&*. |n薲A"y&Aw$#~A|nK2]NMpy?rWb&HjI-UN?6})0WhƤm>cL`z5uř aDMr5Z՜(Ү~:j^ߣo̩;չVfI g#Ee%bfN0?6qi27qJP0> f-2MѾۓXj~TC~sPU^B+D*{??߱6{Ġӆm!VvJQd8?Vdr}%i+FTVWO'=I'8a{0G%0-q'Gf m LC̪_Kk&y$JրҒw}\^N0^;y:wϡr h56A+# eZz3 ,Dq/g_ܹ͐5k&35kS^%gjYoB۪PqjTBy_͆T˲5R0SxC;Riy2+7˪V}oNϡ6<2TJ_,3Pv!#?D3GFIQизl^ʡ*uVs Lb901hpךGG,w,pm[SCZmI69,ۯIN0׫?/M5ӄtJ%_z`*g*P+6įNd>==8,_01Bzd? l0_I[ŅQ>ma]&tktykb(Ǿ"tWn>1B.|g[kiA"`b8'Mb8o=*iZdp#HiROEH+/lR]$ í:)ɱߗxgƏ}liJP[Yݿ𠭙 ?kB`RC -hD%"mRWKѓI%\mvӓ|oxyށ,|;J roR]=oR^1pMOUʇכScSqYE>w5kxu(ؐɭ]?ޚ!";9S=#n4= >B`&)U@j]/ _4^.a /ל1#.9KJt?ﰪ|+ȷn(TMzSǵf:u-V*`voգP?ghNz}:?%~[̃ȾUͱF?ZO֣ެ-*lvWV!> "g`pEbSi7r un1DkTP6 uHcU2dG|p D8'>}c:ݣ1g/snItlG+F=nOȊ)3fJ zLk<)֚jQu{+qF.TY%PySzʢk @4@,$GE^cbxBR,5*3T4sx;,kݟ!%5c-o<*PO'뉵Mcp' f}ZjQa Dxu6UɟE=_ųbՇδodLila޸3?;O6ʐ+#IӕV>WM~bd.b4mH?$r&@&.{OD/@w#9!pk;|~LkpXy/MA|UFE(üXL>VFo0 =]~3[wg(x|]FFȍўLPنEflG*E4I2OUOqjmDKT?;4?U=P(\zrhګi&X⤩/Tk4P zى̣*}Φ=A>jl7 %{|mDci-+ݪiP;5N,vUx㾎1o_ZzGjp\֜{:uTI}|2E'}^Iy_LnchKV7 (nZ f7K&x\yrdK<ƝK鵉ni:ʛJ4iMptc_Ntɧ m7fA-R\/8Y\)a'B沚~rKʇ2`$Lh,dYyvt ]7b/0V'1}$m] IURGJx,ѭgSQУجk@N?j;2GO~ ==D܅>K5^N͏8t8Q8EJl`]+OJz'7x "66IӸ+'#`[c4|1?\;wi[aFх=Z;eJ2N<~ rͧiGz/Veg=-xl?^ܦ'(/& ݛg` TgT/|= gEW'p@'dBqo(=hGpcp^͡(⮟j[DNNhЋv\im[HYmLliMEɓzo&ZU3`1*9`W>đ!GQ OBARŷRv;%_<[PgrHmPo2Ρ#OM|.C]yؔ^q;v[]U#ohP1 lPMkQߥnU+ƈ^t1lFZe-;a[MΫlvdxA˃)6tݜObBOzNޙ̮ -$W[4Mu7)< |C '\n AL9U"\qq4Isufb",Ef<*EUlGJW6g3A IjA|1P~yrb0v~X~* Ey',|2,ANJQzFW7 r=a)&|u@\S-p lմ~W0B%˘{' "ӍъjWLb &Мo+}wG^)\y8o&cKʌKl^rkQڝ/yBU7T\WGkНם5TE< z z%N;ܤf֊v®-!3Nsڟjh~(zyCx|Z\mYǎ"7HWxX4*qjަ/;s>%PݑC-&MI]ܭJ>TɆp+)5 {&Oڤ;qm;y,q=(NtGj ^#-\l8q8QtD_;KX`FZd]#N?ed**3ULb㸆59U1iS)EDT=P+(ʂrmeqq*`Of_2Nvś "5t<˱uk{$_.|&)vJ=BMfr4W)JY=8'Sa0]ɻ8%fIcDw7gY umc#O3h{-QI{b#UkC-Kٕ&rk6qQrT91(GFmuj 3?4Xf[YտQı pP"輊HT>b(5)<_uz<3mN0s:[Y)2]ZcmO38:]~6Ty6,%|QY_(,/jq޺mM}P h<2VK te_tKT2e p =pl(O<|>2~n;&ʷ{EGAR(^-J:_gs҉ Q1E;p[v~}ՙ\bU/+ƌ嚩Oñ<duK7{ќNJ;9'%7+y Qz򤃵k 9D -UbMBx6,i[&CW"Af.,cn\{ tf;TvձVZ{hx2ujd"JVJ s{nvE\H}D_tJS+ |UEa= o[ڭt쌵#85`9g `Ym6|ГEewa'x-^flyJjO: eϥ15zp"/DMGw2H[?1'K"6C t(x[~ZO7U_BlR#Y8g̏9_$r6?G: endstream endobj 1000 0 obj << /Type /FontDescriptor /FontName /XESAEQ+CMSY10 /Flags 4 /FontBBox [-29 -960 1116 775] /Ascent 750 /CapHeight 683 /Descent -194 /ItalicAngle -14 /StemV 40 /XHeight 431 /CharSet (/element/greaterequal/lessequal/minus/multiply/plusminus) /FontFile 999 0 R >> endobj 1001 0 obj << /Length1 1826 /Length2 13329 /Length3 0 /Length 14472 /Filter /FlateDecode >> stream xڍP\ր4ACp@c܃wwwMzr Ci(T߉M`{w,l E 9v6'  9M&if|psعyll|1;$M@E=FryGOw dfbP4qڽE43@@9^ŁݝΙd) pXԀ@'79J&vKcAhXR-\M7- hjotE)+e 9vt6139{- [ @YZÅ`bo3dkbfg&i1U[lrpqfqQ#ǼY\lgwqF#?I_=?d7 sWVM{+PNo7?2K t=̬XS_o /l8}_Bbg\@K=?;<ƏOof+fTd*w\w\lvv=OJUL@g-x q{2^FP3@q}^?]HO=_?z;o ZhrZ9|wY%9K<* 3f?dT;xyټ[߮Om789x"MqvXY.o.}`'?. */x2/U`U8j'Uz`x%72"C|Va5%`Aied/|k߲a- -[7&b; b; <\oq':9%շJ=fHK`3ֵňsGBޕ"t;P ͙(5yuQdfcɏTka3%pʱ/٩gionw֬6~%:Àx7q$#H\y[auOj<:sXF{xlDR2fHV1UƱpa77$`f[1>'zSQu*LKh95fفMh8MDlSmCNɒK^\te2B҈ȽS??ײdc( M%j8'gΤ2c7^`2C r1AdE[/Nh"PG\QyYDy *d3!WL:GBO.J }$ g4`UQY(A 8`SiCW>)Sڙ<8P4J\Sa;3^d qx5&źfL7Xu,pˎгud)[<|5sN=Vf& ^e`‰Tj0^ojRW*WVc^r^+u >R}Gl݂߫ȧ_1Ku̻!SLQ= u xO{?'&GE$/Pw r PЦ3PsR@m_͝KNàF3lƻd] @nw0"Nu|䧊oBjC+1'|apɬZsu[kL/PUڄArg$rbV-fmCL#jLMmyڽh"&+-AR# bFg+3/>3ϧzo5F-T`\;v(UM^`ؑ>%he1/a@ jK?~8J3L?ե!O6Ƃj®R8 2 ^(9~gl)D_iƀX+%Ls H["pp+Gu eViM?&!fHڐܝFČG)c-[*@Fϡb e;S3{d+ɟAn93w 3"YD| \NA+,#IeJ'^V!Ha@|rhd+Mr J Ģ_OʎvB^" 뤼$ ݢt1prml%qZ:>p, Uٺy/2:9I-$;-}6>w4򡍕1;M-F3h?pBv[ÁMPE|#ơlfMyjA]r7a uQ/.G`b+ 񊪚A;f MEqqq֤=Aҩʯ26ڥ5^tMԺYhuH!Y4̽GiBKpĩ{8wּS SS2y&tr L?aa(q!t LjK 3[hI趧 @ ˗0t="u. yzs.״SP9̂T ۺ^}^ѰEU49u!ڔO$+5'jlQPzd&TƭW5C1y3NtKGʹ3I; !ȄR$DNď=~%2ndiÉ6*Ȗ$;uBpo 4!r${'h1SkNaZm4\žbcsmwl4|Qu6-cc6~u]SYMBꐺ+דOD|>rWV]6><"&":e,df> ;S;أnD}>]R'LKE"q]ծ>gZIM@i~: Y(~1l1"3 oʚVvOy,0ꘜ[s%r8/`K^38wx`_jy*\]шa p/G~-%>.l)ě8"@$ y _Syߋ4%$cJ炠<5t0Jh O=]O;[DɈ4"t QÑ0;E.fpNCQPT}*ste ayHQGi4uPu%Tniu~ ^HXeM2R*T3*?QnIf1lF⊾Sg pZ9ҖgŜq./(E/ a 5' = #Ź7[fEMS96 rbgcsUs D#,-y8&>i,^}喏!usؕ3wB碛u ;; y7q8So=s:Y mic@ _:Dw6)y^ ! 6^O <'gK\B;ٞb4G?߻D7!#Uc83}> '㽏zsw/_lτsI$hPp0SlKӖ`ZGOcgBӯݠ%Ԫ7W<3 WeF{~z1XM!E3YUJa] plPV7̒Zx #PNL y$hWwƧE@Ohvmh6pkroO YgC%4OYX5*JWf3ґ.t{GV!1OdA2FSk@N2͏ĤWu&| ^k]#Iհ:X+  4t\y*;559.𤥨 n2T7vBS"P} (SxJM53U(ɓJe];.^Z( ct&LUͲڮ~]8! WvȿJ}7er5u^mФH% ڌR"$ r2=dbq Z[/&w,IflMEZ6[\U¬]-]%!cgy $D|:1 WT-E\}] \9Zj$WןrNmAd'4u7;|QTpj"I $4@2Y5$!Z)kGXYM%#I lX98Yu2GԌH`ܷ`m%7u/N)3!d6-/"i0Er-Gĥ`?t:" W+ 9J R~O0W(0e2҉uݪOoV-C@qV Y:vp[@h+gcdX ΛOΓKmO͢&:&- 1WpđM$/R_:D͋@AEVN]E3}DcX sf`0.Yݔ~Y`U[O} o>$|O>UޖG4Ӥg\qܰ@>dU9msZCJzMC)IU"O+q*![.3(II.ctNC\Mk.=^=8N]uG4HթXH|A\e1^bqR5h:Tђ5ͯ)_}g _rYum\D;rX.{Tԡ}^}9P \5bGJz{*he|&a'F)-.mvVһwn?0̱tYﲒ$<9q|sc2AmDwR;[ٜ#V]WR|V#NJL2wbSa'C2˳޻^9xms\S`3C"vț\k%kcmW~눠 N.5|G4` !}o \Ⱦ5O0YY.A⸧"uӂO6qT8id+m(d9v)A-<|wPc"q{ hos.]޹J*W tg>5}:I0xaN.Q5F)H&a xY64]r3H t`g!%^Abᩀ80>4xٌ{<& ٛ£G(?ENal5U8+r0./y9̧ޕâQ[d?!LXnM*US-Ҹo^~j\E:ߛH\ 2,L)|2UmbV3gBqEU~-NOTcQHoDk&9hz4go^Lu4v%?k?NEY3 7E/~lZ0^vALwu1LvA@v.1)LQ]bԎו#zQ kI_ a|Q74coV{po$[1L9Ս{SJdžHtwP>DR8 uLQfLFhߵ4v^y #5V#yıᖖmiE{ՏK{FTJkb"n 7$*n&Eio'yⲶT ;dI],l]"ono5iTKֲ]O-n[ @:64&"eˡRkҠVgQb>a]͌@^$6pCg]"iJX] r!ZNuώNRD=Xf-,M4XM4&6+24/Jl(5f!&?Bbm3 Yz1bGl4ƐD)-'L(7=ž=Ȱ @~QdŃL YIK[*<$!T9>_R*]fQIE,im.$dRL⶜˳ R*qj}-)(KԂi×_THjN;,uѸzs%/0'@smRyl+fd?1hwpZrS[}_NaH۠,ae3p@ ?! P-Y{=A8O]!w5JgqaD%MCM[4\1` 1MCY􌀀̏HSsۮ2:B^j (CCEՒzԙMGDH&:cRʃ=LG*=fԴ~9  l$^QPJ֎C8F(Xu_.Dq rq}6ֳ`N=f_ RBuR/X_)XAND[\Y"&N(gK7ǡup9ljqŚАEz Pw5UO~G4?b]lby @Ȑ*x{gŗG}r6/_ũ8 3Z@aALQgjS(?mp9EQ-XB~*fk.AoVN>b'ի NPg3՜|\fGW!>ͬ_j)9^Lm4T i*1ƅWa"RdzjH9vkL9*z&Fpva e۲ЍM fa[m#nm|K/"=ޣC B͵G@&Ga*(;=KkM^_-Ɯj5?uso(eg0jk!rsr5TϜ ZImnE(jقNQaH{W$,~*,p[Qϭ~l.@%Vƅd'ńB縔dkz3(AZKWZ Nulm]o:ųۘ^R(b%},\RR$`UzSfMCY˥dfذx/`*&۷:{hʂKZU7x볻&&i~ tbLeׂm7#͘KTv؈}tdV3FZ; ~iO7a{VHN u[C@FΞW#8M>8GѫvN^ݣ/8$Wx.lT; }@#,Oa\W=b?u1cg:XzF}q@*3p72}AmǣϹDۉ ğъ@[Aɝp flOrfq#]3p P{J"ӞUv,4A˻O:\˯|$T\!_ >#Әgxt5IRڮ)Rmh`:~Dfx=UX:/eerZʧqGM*!*gDV)7J$c.u_<6u Id̖Iޙvy2هa*r#(@ݰe۩("b7F4 \-AK][CiR  p( B}ʜ3>àCeƁÞvhV)eA,״R6M/%%hU-Cw2K|KEYp8/Iv+p? )qqev<6t$U=Eň242X`y\ JYmAD OB^Š yQx?B93?&c犦^2JOU UԊPr W?`d8:+KsSZ 8]q#eF>7r|VEKEE` 4!B{Ng3 6)0`m;T2"-0|H4ڋ;k FhMs8%}۹SJS~qx EH&Gvo HR>@_pX`"eJ_"bv[d.`5TO>{DU+ZMxۯwJ]+#w-ϫdF>߂;V)6&U*mZ5oڐ, txOK8FXeOTSηbžw>U8#ݰWj4g% ϸ*C*wD.ɴ({𓦷+ښ!F[ʣq#q6h3bk*9*[iZ%j_oHl_zyFc=dDz3\K)p0̃h_dWrgX2]-yv2- J+Ȅ})4G䝒 zpM`Ί,_@\(>WNhF {"W^Lbl x} 7u`u>F0.lmLD&Bj#ade|Ѽc^}Oܧ%yN;W*5tAl*04Pc݀> yEϗLy$cxly%?omݶT$r> `Kzi9c˦c k7b^{lEKɭɃR7 Bx*ө d 8p;NRTF P&S6ї?opd& xdV <НM:;.;?g8S5E.y8Ry RDƘ *=& m/-TAZ {)lq 9.лoyT{FXQfhN{N2IwPsc83I:`: {UˎL$!}HĽk1lgz 5+|9l%+#AR^c pfJ< 7-0]9Zεv2 \hqK%3R=ܨ֫kAx%&X7Dvx}h;_A}2Mo`3z$G- f lS !D*;,/EddxR(8x\Z4"uX㆗(t G>}H+ 82Ś:tUm P=>A$@lyynɥ~t33LH>WiM+jk5y?Ǜ2: vj(}%.i~MI\ש P}pїjHc3KfԾڦx맜_`=#q\P{v p9F7 Ynv\G9(+e[I'  -~7f!'HWPHo ' ONI5oH'KeD6Ɲ.? xy4/`VIW' b-eYN-Ѳq]CY/uEv&~@먉4" >1l"}j{%*\Pd8B ^aM%q;!k%vusvo f*52%R4aSms!ʎj{Pږ$ݚ͝}{ 5l)rxTpE*.yfR֘F)Ke4N17*~*WHUDk9apd-;[~Ik&O8ˑBˏU|fXp+fv42cjgۥɁmQ?԰YxDÎ->?m暰!8EɲH Ln_>|͹i.5;4y(o endstream endobj 1002 0 obj << /Type /FontDescriptor /FontName /DRBHWU+CMTI10 /Flags 4 /FontBBox [-35 -250 1124 750] /Ascent 694 /CapHeight 683 /Descent -194 /ItalicAngle -14 /StemV 68 /XHeight 431 /CharSet (/A/B/G/N/P/R/S/T/W/a/b/c/d/e/f/fi/g/h/i/l/m/n/o/p/period/r/s/t/u/w) /FontFile 1001 0 R >> endobj 1003 0 obj << /Length1 1715 /Length2 10711 /Length3 0 /Length 11800 /Filter /FlateDecode >> stream xڍP[-k6k!Hp!{x\;UUW}}uއLYQj :12ԁv&6T**u5o1*&"9)@mVv++7 _P>b P`BmTP;wK&tV^^n?6` rۼd4YԠ&prcfvuue82A̅' *6AŌ nqK5sr9/k xIPenL :LL6v [w9 b (I3991@/ dbg Boz&;'G&Gr˒P#I@&/Wgl3$L5l!`&/"NN6nv3`#O%ޞvP; 7 rޞT7BeeBL`s-f;@z,/ `Ǘ2ZPU:11`ep;̿/_* @[3(///.+C ЗYh3,,&/o-HO5dve^Bkkg@/!jk2⌬L,!R72AW+^rXClPG/΋ ^Uq|i؟*Rw^I[98Q_8/kj vsLP Gor%YA<f#6/7̦/Qf@? 'R?K"@֗D//$r|I`v|R?Kl/ygziܿ$6A]Y~긭%te1Ɓ1x~#Iಧ .pw^ 3qyVlbeЁhf5)x(̶+ݭknkj{Ң:z)2C`c.s_ZM!:DT+|vtNj:љ. Q](R9,d3/ ;_B?p3P| 5vSL˜DUMчph[]o7;rA{ē(R<ӴU|u ,^ʙb]clc\}dqY$a~ f+3];86C%)6]& @lq>\Œo:F/5 M;]o9%d1u[WJ)4đbTJ;kOEhbs|_]<7kk_!Pq,Sa)ӄe8#' }W8Vu'j (fiȢ׎?)ߒ?mN(cE|o*[]|h Z6NjջnܛŏS3LwE~x KPCeu7N'ٜ'+RfJDPZٯ''zFe7VίNv*HNxfw8V[TmwكuodMl#~@׸ޛgIjymSDC> r'dHfca,w*:{ng nu n jtO]keT uO_6Ci^}./\G0oZ(j]L7B6NZ0#s?.𧴶mlap>1v19Ɋ 8:zF%Oqlk؍mDug$iwX$4#=6/֦hj(dh~M/ zI `Ĥ Qe!ءW4Ր&Ya mF4*5(v|?ep|U'7Q&T&:z#+M*u5y/8mZ—j!7QYHyvYdZ& R+"3 bqgGWUv%RK[$oX`fk76ne|GXUZMlSwRrDP/$if*ڶ4C@Sk%:XVQ[FNd.Ҷ߇c?|Cnwcw0#)ŒF!SfVxBU>C@Z~VW3 R`wWIwJf(#s wF5[n{B6|9,24[MO?(9pS$|BjBP>^6#v+7[:z1Z{7|]h_K02f8V U_Lx}{ Y}. PT]z9ΙZC2hcy wd_nݐGOnq"3?b`Gطh }DODd%,V K_UFb‹D;?WjtMPMEۭzz #UUY8QK6V,kZ:q"9Un;Zf6w6jҧMX4: ,2R7*mfh `]I tn{%;ÀnřlhT o!S|&<E;0Fʀ 2|PZb b~o޷;} zz͉?YQhXɐiȩDG卨3}Rjϻ7+r2o'r+/s?;si K 843~s5+V7}k='%pDUM*M5-np;o6F볥X4Mԝ6N`:|g rF^"]Z+^e FJYzҗzm.o2JjETK2Q)GT$, سu`%q_G`(-v&IBW/#$B9d 칒AִB xghF +z\~ }GQf7G-cM@K9anԼ;J5| Jzg>d7b_IU 㛚.f/p<2tbfi:SeHQveϜ9*-vFqmn^FyQojȕuj |Ma'VC,a 7!eB8ՎjO(zo0Qvc悔be3۫S ̹QEc( }ʛ3G97RUst%]i`<9:as=IgRoaox%n˨?Qy|i1ƭmوԳBtl$7,5q ]!vgt G9 Sy ("#5Nwr)3G= i&SMWRE3{R5ĶW6/Ia1gANMCY!t+\Oeݸ'&@xW̛{ƯW+p!$]g g CD>:{!׵7+lN,r\0M (^qMJc.wx9$[C#| @JzTR `)#3!Ucwi<n [0Iul9's(]WB (( o' MP1Ld"rs~bsL̜o%TUSGR?圉}c6T3@5vjqO`[bk0.t}J2$RhV[_{DNIrϱ&NWlLZ>[8?GL΀3A%q׎=6)-=Dsu͟ٿR4)7?6o)GK?F #ƒ17((-a" 5taG x a ܇ ΋1Svn̉8qm/ʭ*V H'"TW62J~JU@L&;-}h^dN{æA_ T69fk\m|6KPFwey9Xu6E/0}vtz4wW%TK[ ' 0KVV>T,a!:lꎏe6^F0w=aMGӟHlc˰kxSeQ {&Pŗ!7Ě134czmdYaN‡Zy Sl<ϣ#2 I}rb}R끙uZ4?6eI +nte<-ELnd-ֲ6iWx#T)5]YQe7jXlQa\ɛ)pg:w7D(bI)qK h%G3ʨXK *6}:lC#]I S\E9z _qݖurҀ-Cx4f)7lgHoae0'MR"/C~>m+l|@R.jDj-SVʶˆIJPIe;}+흂[aqx8s ).|.\z.3b2ABz;`Ś~VZ읞IhAKZ臤|J#zl(B&E4<\@͟RKN3X#l[K^B6 A;":M%Ajڧ; ۼ^@ѺbE=`{6n3aU.һ+# @sq?# 5 ʨ\o:!]ͩ>,s-V u{{>%6GB7kbP1إYbbR~ /Vjtϛ)B裗hC6U;òV?JO;Nq3jgZ(bn,DV%q\e`Ŏ:Ъr.׬1--PgEJ澭=`ep|J,/[&Ge">ُ8T z.I z<|@y_컃TaeGMY;_+nwό'H]p 7Og3ym5}ܳb"[yUD}&֌PsmB~aK20yaS%kE0H-y!EO?-jȭm̯=16rh l۪>!;Z*^xT@tVH>̨e|.nOz~4ׂo4=B.j:׿^ C)^3n}& QuHrw ~L#/q,I={7}&r,fLO YBFv%u=B;-'s%n!0rCoᖮ/p?ai%D -{$1F/;$ DO_JiāX*gZb|-vDiIn$%ܓ`r5;tW$y#Ϳr.]!s ?^?{Itc]e{F3'fJgr.Z?MDmvprDe`9+}gIGc"@rIa JHg'/7~$ WX0c#* qbCJ%za7 6GW0ap7u2ר%WB=vB㥘8XC!KW܎):LfVS7:M˔Nh% -b*u;i]m5#SϤ16tBG jOb9Y]ΰ9ʭ4ΰXQaO8[ ύpwU.rQS9Q,)ϮL,{ZaIlZpMZF^:Äy.kYj B䂨<}\wJc".ZIcDA:)~E􍅺vs G$ st.Q?t#"b?>o !5EEAI03acrxE/-ť0G3j^} +`CŽ>/ʇ˩NߞwT;"٣^ol:=΢flML+.qqMA _͇EXwMS pV$=/IC9N-B>>R=tsNklCG;*(9FnPiW*cӁMQEo|B p0'H5b]w嬼?=rб} L482:fa=hDwmtd[-KX׾"S+yix}.26 ].!Qv>AVs?Fp+jBtҌph|f˦tG'^Jy*VUzkyKC%nH(EqguL:aRE S5kJ{Ij]/(UrTurF$ey-M0O瓂@&ߏ|}һ?)O1n̝{W*J 6 !fD+-fKtJ:=k=u6;᷻Ŵ,x36?ݭ(ƔH+nutmW&GUrq(W" iIR-!m0%Xz'^};m i#d%Yf. Է-_u?Jک^KXk 1<`m.95˴Оjտʼnԣ ՂrT',~ob6 Ua[xNGtLzՍ<1~n1){2@֕EY NξA7~| `f}?/<< I|{|^Oܒ;Ԍ4fTm掳~<|(e3_Oz.k<`EdlVx"8 F3A2\347[fͷ/eٷkN}wZ3x~5xy^DP$V9;ʄ$۶R;e&̑pRD}$I"ʽ_f0IjÉ]OD^S!r@>MvyZoLR!.dC$؎\t@ERXgvĂ_SƩ\`4 !(RP:E1EVO^Nic#}!] 玃Xt;q}ĵy2/ K8(O t J.R8aapC˫}8!HaS䀻>[;Ky`tBje=ĻeLݕ RMt:BZLzXF1I5YViFbP1EM1u).TǓg7kC8uY{zXGPN}?E#&B aof©N~lv_W԰?13?92' #^w36Zk6Z f.SNu_ .!oTՑ7r& h~F[LV>I<Ϊ8(wzzҭ4M%fwUCQw-!S:BOsWc?#cu*bΰ&ivTGz =1)mM1T`u Ņ6 #{>#/ ʥczsnh>$7Z{K#hR2i'Z5]Dʽ m["<جD轙[ `_ĄCϦJu\r'p>9IdԄ[#t):hY,a7wOfa6zy14΂K*(ച#xi#ɴ;/\4Y,wh~5Қyӡ Ck+vǪ_Œ2-9kJS``o;sTo dvzB(o0(:<>Ԗm@Nuj-{%;JOJHcYgk6Py 8$ʂwGsz 1 LJUp-\kt$cX$F8Ca ]ݬzb8`߷d5$;I W%<kPXw-PW{V3v}_!czZKLa6^̴gO[AQJ39mK,.C$EFR'QS*#1ȻRәӡ `,`w%q(eeZ>_XZ\-rJhQqr7n7`)SumXo3oR˴j{5!4d HpH h ".=೫I{'zcZR<#seR nou:╩6 n]-;rcGp5i%uu~TQ/n>zW{RRW3Nꄟ0D\z6=qS#?C6I؎|IF@LtlɞNlpL$ᏳǺB]%J.Lcgw$)Zee)y""wIZJ0F?Oe28}LN&|Wf.*۱M{1λ)HIdD}T- -c' ibc&^SaP߈m(^ &hkdVN"ZO.2# hlB?=~/g^˫pp}94T~{Y'y!q endstream endobj 1004 0 obj << /Type /FontDescriptor /FontName /CMPIKZ+CMTI9 /Flags 4 /FontBBox [-35 -250 1148 750] /Ascent 694 /CapHeight 683 /Descent -194 /ItalicAngle -14 /StemV 70 /XHeight 431 /CharSet (/E/G/N/R/a/c/d/e/g/h/i/l/m/n/o/p/r/s/t/u/v/w/y) /FontFile 1003 0 R >> endobj 1005 0 obj << /Length1 2708 /Length2 19383 /Length3 0 /Length 20918 /Filter /FlateDecode >> stream xڌt ilضض3m7Iƶm۶&iskoCAQ^(noBSUef01201ZK'W:9[!!4r>Ү6fV33'NGW{A7+? d⏆0_G?AΠA89[abcP@rqCdw dM6n@P>lȨAN_W'P\A'ߏ hhobU0;$F*5S2luMfЖӽpH/՝_g-a Jm>/q3m؃SguDpB>}![s]1~Kx .(p GE̓g-A@Cϙz{/G {Z䭽qkRŹ O}|[8Ygɻ8j)lk|Xׇ Y)t&nq2߶:@>DCZ3%\Z3wwq|~0p'ZS9XyOÝ;;)Q]8]&}1`ruZe}:w8PtE-LJCA(Lo$ Wf C3*xsv7%Ni8U,n$B9-.3pq\OR!5j6s gS4Rsڧ3cy0# ;Iv-=>¼pl"Ih)^ㅇ{}d\ kpyLrl^As4:|*sAo(1Ew:} +z_IRǵz=G=kjþ jP|ԉ;ˠ@o8h]%&l7cth`k2:wuL}ÆaA99Cqu$X3o>BG9'Yz5>S ?K6GCfShDn y7_߸ ʪO"X]Ha-V^{VPD`%9Jk-׷6g6Հؒk6X❼KY.RG4 d۵9VG_rzAKhjAT}ŏf̝W"x"2'OyQIroʨ\ EݟҊR-{c|&|Ll1_m}ZCl sTlFL~3^_A`2}VRmo#v~(fs#<6ܜf.]ݯ^kF^3̄'ԟӮFyiQ?Yuv,,`Ǻ3#F?f 0Α ˌl2dW~ppzS\jf~Ngy^һ,fv ٽUPAfl`ejЗA*@d~.5C*'R8l2)*\{FD}*_SBAyH*2 QG?e"BgYzD?Y!FzӶTfx%6oH VOT5G cD C";D))(O#w*,ġ-HMv|/hEsldT^>"_0QbXUc7]̾vQDݐA#<- ߎ ˠ`(z -azUUc*$?m:&o<o//m(K·*[+>uT2+rF4dH9MN'a+( 0Q&ҏ56+^aKWR]ahVQ8"=%Pfz_Jz#HFwz }*M_ D ot>n =cH&F`?]]f.|>Q-6XV%~*]#H׋ =0iܓ;_z0w)*XC,[}F>rEƃcU%Hcsj4a5cLOy|Di.mW<ѥ+Dڣ.kixNpmG{uM+}C֞O NvAN_#n~WYW"Av*XutWojS"&ن-R?fcJ*-ˌ-!W?,A2a\2ԃLxbf4=TQgn}ǮU#3rpwf /^`˾ |5xx9nNzh+/r՗&i:@豦@Aj/c;V˓iɌ c:ϐz=|/o3ㆢ9kEw~`Lyz~OxIU}AR nT.'+"*=g=+< KKzsW{{8Z UobKnN kc`r-<\ Ωޚ^b*V`:jI=u=^)+U{P?H(E>3 wTWLWeRE &Y=ȕEfJLq{xOԬ1H@(ݩm)aAѴ<'ȭ5LɄ_͹bM35}~62 }WF_/SҧJ%뷰&plW1m(6Gwi{dLjk`eOVw"Z権P00|UTR'Ãs* ̰2s_5 h]XJ^/}͍(RQ+KQYR>0yd#ca5V j0PKȴZdextn> NZ%lN$4k$NYMEk۷??b}ɤܥU-3HtJM{g-G;yb_:DۧLtXg2b x0K\9ȋ#%vB(9*S}BIYbӅ w32$V^ HqP-q Akq,ٗ% [I_Vs %k2:+j#{S< s7'4"YygFTJCS7]qĭX7\QRdwtIorř8&Лߓ8wd>pv|aXG#nXp wi Q`+'j϶YJD 75 m7}@法hq4g('!f>)ЭNVJ5"8H6E-̻ݢ)YِTY>39:\w+y8I>)ץye _Wnb KƁe5FXĈ4;pCym~r??W'1͒88gLVBz">?}/f&.)&E/(u fJ.}I&`jV M8miֺik"dSP[5}>aiN]Yn(օDrD8]jneꞹF djβQ<L %dNОhނRF3DhdgZG"5%7'\xGnhd*2dRe2fB ̉nY{};Ѯ+(PUua,U͇#u  έB ^ kJ)Qaixܢ#FIB ʯw=y">|F^];o[: kۍfFǩ.?cΕr^+kr(!wyLYXxXEEcyPGHÌp1")|e\qruƷi >W224,̼xWe?7oa{-{BI.wm$4riLM%<._S?i$. l1AfW,oҠ!̈P>U ;c; X0i \n9P >@9 }O Nhu7pKpD@>l5B;|Tt1ܖ{[h?Ծ'tEB?C"I:p46sh)|$[ Fil 2tяEP\O!vVcO2{ H';}Xѫ;qTb5C 5;cfRĝ\suU)frMID+쐓:z˖"RVc\iiO3>)0t{D\# Cxw U,.*5d&UGIobg0jM{D_1tҚ&em0/5O4:Tf%{h?P})AAxHcZ4V9kp2?ÞuTɐ;U Q98q2z-7`4auZY%3[s(Aץ׶Sa0˸Yr8ƫJqU+/W Eʪ?lbKMBEKW>pgR|LAтu9֧au@ؓ,eu/z+O{ajE4+n?-ŬW6>]n%5b$U樏9G+LV)SIi̐*,1<0M$xdxRoV=dWl/0}k٫ ve. J!f W qpεOHpl DhEE(ЩK'^\I*NG Ej~ݲuFW-2oKp1b| $R- \Dh6nA-!R̪-@ۻRl,{V&XJ<)"C.ҮBI ~_v` K>3{T901ӿġ$W0g*tR@Q}Iհ-ؾ9 ĨUQ"Om E2pʤߩ4K`~IZB J/ς0~?/M V6FZ`s> ϜdD^4uƒ#=vcg+X;W[z)8nP9[IڧzD.+U7VQ#@1q&Vq &-j5[)y㶁 6=y(~*ISJe݂wI6xKTKa.olxvˀﭩf:d-jxmK3'$ PI|5V2.xmgq+ ^҄_]g'FI"w]ÉUvpVvIg]Q6)|E'V^$G={^jȓEAQ`߿ 3U$3 iSf*vҧd&[ƍmykF<;& kPn: s^)0odzuC/BD>jQKs؂Da(YʼnG%Apl7v9 hp4%wj`{LKNL|82LUdZS5o*ij-hsWOCtIP *Mudݖ1ۇগϵue?+ ,o,4ѝMt(ۓHG: 4\k,Ao0't08gvb!z.Sg%lCǶ]Ay-u,u&p6(#u&QQYGwPB<h)~+_5`twrwQԇm/)R#`d=W|| X>AzGfnݕ=u1A.֡(Y[-B:[a3Wm}:^g"{b b3\zz]G{$ηŝݰ#R&;6rnwXκP7m+-@%?}\^˒LCu:&ݓG?4DZ$>^p .G+H>xGlξgp ,Y=Q,JUUBG ĀN%$(H*(deeBڰݩRφR{ q{9IVf˯6L)ʼnBJJ۔PQz!  uE*,`|os|HH8J ؋ D<#=U NFA|ɏv0=CVqƅ"H\H1pmDNNU-ROɛ07+Fn"i/3iR*hʄ Z{e(`GťLHDORvPl$MݹZ,T}rꮯB$ʘ b}%X"fGk;;iⓧVG`M-,Ta]!,,S 5|ʦkQ88m}'w0kHFTUC4<:EsUߋZ`O4j%O*g֔j5~P'yρ(%]]ז^r֭!+s=Vm f2@gW2^]= ~dcKAU2gw%;7,ɬhճ_o2?ч&c9MIzu/ A=u({͡z$oZ}}89+'`'/2#.L&F%XrniFLɷyhm 5G:wOc]3J \Ir'JNa*ԶW oa?{[MWH# 8,q{OqUDKl. 2 8Gg;& v L od2qEY^⊏jgbCO qBv< 3١%Y3^pU_">WQ)T/'*|wʣds4ӣigQ MkmZi }n,y& B|B]1?;tCL L7u'94as9e2+ U< 46 :ђ4xsq9|X>ԫ8R}[_y:%=X/jdPgb+,|KU2!l8WeD= ktI]Dm^+Ӭ*8nPM?D9砏O9FU 3}ivXg =\&– ]0.-ekixis!~!@59}X`wA gϚrKmQ jx*U +Đ+~_;PV2ygIsh+ hXJ~M]ЮpԹ nJvja&O@2͉MX6;<|Nl-YϋQJnc&k:Rʉ{edıx7 gBſni\/fjEY ^WSxά|=ߝFi~u[vRXy M##CSƉjܲKFPjwe,hD!I A 85WKC*J65ܸ0B QS]+Vp'$>j|gTj3 oܜy:izޮUJR/?Adn/V\>YI~>B+IjiG,Y tNsH*G X->ά}/?qO_h q+Ż@œH,Sv?9\BE~旘E3!5qI&PC_N =劅f}~qFGW\BMV w\ĺE--i 2ψIƗ$Ҽwuܰq;U{!;8~teu n 鍔r?N؄C^ `Xv˄h-"BV&D(Ruks1rN4([lMGSX(%$ cW)fPHHG7]`%E?CHHxQG^4M,=Mm.((a)yjB5 D8ЀC;z/g NIE%KǭQ/K~pCϠ[6 ңc9;amqX&AE{)8F6>ȎHoV`V6Rpnt3>*rgCr:yQ>WSjvs+" '8B6s] '/"f:)Ҁ|%2+~RQ)U\x76 !75X %ޖ䴐ʳ]H0]!XV9ɂ *=J7y!zar `/j,U̘p/_]rZJ#wa=3_+7ٻ2pg{$[* (Li W¬#S,(jã|V(zOE>#4s`0: hx|m[ho~.!SQpTr]:=9yh%?$̘ c7n8t$e p˕&L鿵JvYe'XD͜L1NsZ4ft;/U[\-r15_/zȘ0%%ٟnv{W0;JN)LݴIbgU;%ʭZ}/NǑ[Xc#IwrҨ}r@{ϝr ,wSBNh}EoK0¨?{Q coį>{+s3XDF47 oo p]^ <ƓD}þ b/ zՕ)oHys,Bcڇ.WN/f.c"ZQG-E6MO'֍Ud%eUTSvber#70@rxVr|LOE^y{1?]A8Hesr-]6cFU=Lk K2DTc?$O>Aa~I !VBN5cr(*8T,Wx7s|JM/DdZMmxnxsR`V?d'دq0E t+0wLfh^#VG*^C'ń|rS*Gs?K )}^p+n>Ie#>r$Rԣ0FJ/WY2'k$M*GN2jQ$сS`ͳ~;,Y5]M4v[闎',=IyJ{oz ,XpfX U</Dq$kt:ycfqMZ|[㽍=`g-*) "6E^9Aq^x>\Rgdtʸ8"̖\K|eiѶ }dHZcns.rƤ}Orlkyݣ /Ҙ}_rLB  ơu d*MrC[P C,p gn{rb/*NzsQ pmދXE\\`@)  SAlCB#E9؟hM"';؝Q3:WVBq \Xvqz=p/)1n~3漰6ƣ3+Ԍ2i̞Usf]!85eJ2? >d e`;U9qI(AIg C&f+b]RݛMaNbcrKhK1ՃLvuJF݀J+3n3fFdF ]C`d@O2rjbPΎlWϫxE L] W SҶr6 j>J`aVĢ^3rP٥Ǖ >NgRud])A3x-gC-([ۭOZ,2G4$ agj>}L^1o_!bW'+NщV`Ңn &W4^I+6VqاZ.!jiZ+Rٚ,mWbݤ;Yqgym!nt+jk*-S5Le_ YdM񓋣ܸAS5iYN0@}k"8>V,f^=NEuE2n&A݈vϔt\*Gtԛ+_1 h]Y BS3z+rgҎg-QjE%ESʇrry4WpLuQ? SC} 0œ̎UaLgFWhMTІRǽ!aK (}Kx?N r–F\'%'p,QyBR-?[ lڢ` mp3k{TVYx%PW(oHPiHu,dh(BM=uV`;ݛۇbY* <<r;HQ^*M;b_+Z_ 9+^|b Jf' bj?=3ɫ~z:؏&2Vjܒ o ^ < 1)D=cj/~(17K/s)6]8Xc|°mtnf)o$b,ih3t\p=Xq*NR\IEWPrg() w mjQ`LZ7i7lcZ녎GR5I!J^KrSSIrW㲽+&.N)#^`cw\za(9ˋn⎍xKn7 ")P6݃e%y;[,)M[Ǘ; {LطvLĝOpxD//VQ$Mx EZrܔcKyEE!;,mpI`)\z?4aÎ!nD}4TK@#ܱC"$ݑ@2zeؼ#gbT5g2yC@ҁ ,*i S`SSd!a{8 7 +0Z:Ƹϰi$*(HM2&"nHj$Ģ&3JU6]#CZTV1@a.4MHhZ+)T.hBHx*z'0{-,0GrEYO*iZXrMek po-d5K]sjϖA%j5IRUR ndh%XRDCp-:%v?}֕?~a6FEob໥Sqqrc%3,9yny^.thzK<3@A\G)duehmsQc:kzL,Zԡٽ[Pḱ+ 0EBS"}$Y\Վj)&'Ǭr+mCR[yt{Y:7R25Z"fD+]wR! ɌۢL.Jh#X̶f5C4"հUj^={w>e$ȍ5d-z;.S M@>pȧ]/! uL Wgy͏VCZ>V{˴Nf0Ĥ5MS,ЏmhٝЧ틎ApL JQ>cf e\S^}ȧ2; G4R+ֽ8Wߝ͚X *?5B4nZN<sxl/\~-lr zX!i *ę|VBk-̃OűN -^*I^2hU-TQR &U1əm;-߾+m& R H qP{Ut$ .+Up(ۍ%W hR[fm=̑' 0R]5WцXO筊0r9DI9+٤ZI̸A7R>}#UbfagT/ȓ 3o@)%bY1c (0Wq?+ VaOyֵI$=V\#fn8Dw}< ,BL5?l*ֱjh,vviFx:Vg֖1JWSդC܇i̠;K\'Zm *w߇V S ω3 ?wѹҊv;Z)/rvk. h?4A_Rk~96 leJC Dfy+n!iҼ5#;G5XhA}81cRA/}lMȚwAҰauͨd_oOnNW#oe$cgFi:D\CBkejH G8#M9X G  `p&MR¬YNVb_ [Ībx: b#m+ZC)_b"xDg9IH` {-oacc,O,W&YVw5k7ZٱY@) {>+[ N6+"fPң[>a;a̭,oVd)y`IY>+㝺 qUtk:c Zp\PC!!LZ80ȱZ yjAy4Gq~Syi2pu̫,IXvTdȻlʻ۹x&n'SHw*k @C%k+mMnH𯊰c@+-,nI@k2Wʇ*Hv&KM$w<2@?ˆ3T. b!uX2bB]u(O;DsøJ8"&TNS/|,->J/6G["[F?I>[HCbv{qz±i X aյYpl9\;l-1qH7]vP\aժrd53&(@dMi ~-M7"{>qA7WhCvPy5s>|B"v_Zk@6QUb~}zGvNTEٴ6~#BXSD" %[1+zټ Cj#aNFj5|K4u78 gVܑ1>rZ ɵT mO./ܯCԨnL>}z!_..fGrA^LTr4Zے.#NJՠmn͘HLf̿, `*2RU*jYZpMzl.qPK| )_RO\OY$bzv6BNҲCw\:bܸ_r vi7EL}Xw %-(\84!›o' EM O쟖 aMfӮvQ o2?[b)5 !5$Ph82K̗/7 /-;,<rM rQw5@:4uOuŅwZ1f!a$ia * j/r$= m#޼/֞ݻr+?%JmKNlGr+n>6+*d C '$pMziF5@Ŭ _n%*⪴[3&h+rY Sdp bw_8 1q%Zd6h./׾M"RtF MB}ja普uޣSdC'x:,$kcBbI\͍T!CIu [r[]!@v2$_ěgJRH ǏGe]6Ӥ̴ vklI51 50. *\+QIҐEP\ř)n?%۱H}4E|d' 74Vro`t2'kY`o슶Ej\1:nͨ/{y -xݧpZx g!TJQ-8{~O5g6\Kn{^)/TbL QӮ\DF: |+ <_Plճ4x8S ^qw|(6aцO&z;֎(V ܑZ_,PTfL"t.Pf=2TPFOJ`n P)!T!X#t, b%, endstream endobj 1006 0 obj << /Type /FontDescriptor /FontName /HDEAJM+CMTT10 /Flags 4 /FontBBox [-4 -233 537 696] /Ascent 611 /CapHeight 611 /Descent -222 /ItalicAngle 0 /StemV 69 /XHeight 431 /CharSet (/A/B/C/D/E/F/G/H/I/K/L/M/N/O/P/Q/R/S/T/U/V/W/X/Y/a/asterisk/at/b/bar/bracketleft/bracketright/c/colon/comma/d/dollar/e/eight/equal/f/five/four/g/greater/h/hyphen/i/j/k/l/less/m/n/nine/o/one/p/parenleft/parenright/percent/period/plus/q/quotedbl/quoteleft/quoteright/r/s/seven/six/slash/t/three/two/u/underscore/v/w/x/y/z/zero) /FontFile 1005 0 R >> endobj 190 0 obj << /Type /Font /Subtype /Type1 /BaseFont /NYNJSC+CMBX10 /FontDescriptor 974 0 R /FirstChar 12 /LastChar 121 /Widths 969 0 R >> endobj 188 0 obj << /Type /Font /Subtype /Type1 /BaseFont /BVLPCJ+CMBX12 /FontDescriptor 976 0 R /FirstChar 11 /LastChar 122 /Widths 970 0 R >> endobj 215 0 obj << /Type /Font /Subtype /Type1 /BaseFont /ABGLTG+CMBX9 /FontDescriptor 978 0 R /FirstChar 49 /LastChar 57 /Widths 963 0 R >> endobj 298 0 obj << /Type /Font /Subtype /Type1 /BaseFont /WAXDLW+CMEX10 /FontDescriptor 980 0 R /FirstChar 18 /LastChar 62 /Widths 949 0 R >> endobj 295 0 obj << /Type /Font /Subtype /Type1 /BaseFont /OKLWGY+CMMI10 /FontDescriptor 982 0 R /FirstChar 11 /LastChar 120 /Widths 950 0 R >> endobj 299 0 obj << /Type /Font /Subtype /Type1 /BaseFont /YDPVEQ+CMMI8 /FontDescriptor 984 0 R /FirstChar 65 /LastChar 110 /Widths 948 0 R >> endobj 191 0 obj << /Type /Font /Subtype /Type1 /BaseFont /IEDISH+CMR10 /FontDescriptor 986 0 R /FirstChar 11 /LastChar 123 /Widths 968 0 R >> endobj 187 0 obj << /Type /Font /Subtype /Type1 /BaseFont /HOIJYZ+CMR12 /FontDescriptor 988 0 R /FirstChar 44 /LastChar 121 /Widths 971 0 R >> endobj 186 0 obj << /Type /Font /Subtype /Type1 /BaseFont /WDNRJF+CMR17 /FontDescriptor 990 0 R /FirstChar 65 /LastChar 116 /Widths 972 0 R >> endobj 211 0 obj << /Type /Font /Subtype /Type1 /BaseFont /UJRPBG+CMR6 /FontDescriptor 992 0 R /FirstChar 49 /LastChar 53 /Widths 966 0 R >> endobj 210 0 obj << /Type /Font /Subtype /Type1 /BaseFont /YUHLWL+CMR8 /FontDescriptor 994 0 R /FirstChar 49 /LastChar 120 /Widths 967 0 R >> endobj 213 0 obj << /Type /Font /Subtype /Type1 /BaseFont /QZJRLV+CMR9 /FontDescriptor 996 0 R /FirstChar 11 /LastChar 121 /Widths 965 0 R >> endobj 229 0 obj << /Type /Font /Subtype /Type1 /BaseFont /QAOOPS+CMSLTT10 /FontDescriptor 998 0 R /FirstChar 33 /LastChar 126 /Widths 956 0 R >> endobj 305 0 obj << /Type /Font /Subtype /Type1 /BaseFont /XESAEQ+CMSY10 /FontDescriptor 1000 0 R /FirstChar 0 /LastChar 50 /Widths 947 0 R >> endobj 221 0 obj << /Type /Font /Subtype /Type1 /BaseFont /DRBHWU+CMTI10 /FontDescriptor 1002 0 R /FirstChar 12 /LastChar 119 /Widths 962 0 R >> endobj 214 0 obj << /Type /Font /Subtype /Type1 /BaseFont /CMPIKZ+CMTI9 /FontDescriptor 1004 0 R /FirstChar 69 /LastChar 121 /Widths 964 0 R >> endobj 222 0 obj << /Type /Font /Subtype /Type1 /BaseFont /HDEAJM+CMTT10 /FontDescriptor 1006 0 R /FirstChar 34 /LastChar 124 /Widths 961 0 R >> endobj 192 0 obj << /Type /Pages /Count 6 /Parent 1007 0 R /Kids [154 0 R 207 0 R 218 0 R 226 0 R 231 0 R 235 0 R] >> endobj 243 0 obj << /Type /Pages /Count 6 /Parent 1007 0 R /Kids [240 0 R 249 0 R 256 0 R 260 0 R 265 0 R 270 0 R] >> endobj 279 0 obj << /Type /Pages /Count 6 /Parent 1007 0 R /Kids [274 0 R 281 0 R 286 0 R 291 0 R 302 0 R 308 0 R] >> endobj 317 0 obj << /Type /Pages /Count 6 /Parent 1007 0 R /Kids [313 0 R 319 0 R 323 0 R 327 0 R 331 0 R 335 0 R] >> endobj 343 0 obj << /Type /Pages /Count 6 /Parent 1007 0 R /Kids [339 0 R 346 0 R 350 0 R 360 0 R 366 0 R 370 0 R] >> endobj 383 0 obj << /Type /Pages /Count 6 /Parent 1007 0 R /Kids [380 0 R 385 0 R 392 0 R 403 0 R 414 0 R 418 0 R] >> endobj 432 0 obj << /Type /Pages /Count 6 /Parent 1008 0 R /Kids [429 0 R 435 0 R 439 0 R 451 0 R 456 0 R 467 0 R] >> endobj 475 0 obj << /Type /Pages /Count 6 /Parent 1008 0 R /Kids [472 0 R 477 0 R 490 0 R 501 0 R 514 0 R 525 0 R] >> endobj 539 0 obj << /Type /Pages /Count 6 /Parent 1008 0 R /Kids [536 0 R 541 0 R 547 0 R 558 0 R 564 0 R 568 0 R] >> endobj 575 0 obj << /Type /Pages /Count 6 /Parent 1008 0 R /Kids [572 0 R 577 0 R 582 0 R 586 0 R 598 0 R 602 0 R] >> endobj 609 0 obj << /Type /Pages /Count 6 /Parent 1008 0 R /Kids [606 0 R 613 0 R 618 0 R 630 0 R 635 0 R 639 0 R] >> endobj 656 0 obj << /Type /Pages /Count 6 /Parent 1008 0 R /Kids [652 0 R 665 0 R 676 0 R 681 0 R 693 0 R 705 0 R] >> endobj 719 0 obj << /Type /Pages /Count 6 /Parent 1009 0 R /Kids [716 0 R 729 0 R 733 0 R 744 0 R 748 0 R 752 0 R] >> endobj 760 0 obj << /Type /Pages /Count 6 /Parent 1009 0 R /Kids [757 0 R 769 0 R 773 0 R 778 0 R 782 0 R 793 0 R] >> endobj 802 0 obj << /Type /Pages /Count 6 /Parent 1009 0 R /Kids [798 0 R 804 0 R 815 0 R 820 0 R 831 0 R 837 0 R] >> endobj 851 0 obj << /Type /Pages /Count 6 /Parent 1009 0 R /Kids [848 0 R 854 0 R 858 0 R 869 0 R 874 0 R 886 0 R] >> endobj 902 0 obj << /Type /Pages /Count 5 /Parent 1009 0 R /Kids [899 0 R 905 0 R 917 0 R 929 0 R 940 0 R] >> endobj 1007 0 obj << /Type /Pages /Count 36 /Parent 1010 0 R /Kids [192 0 R 243 0 R 279 0 R 317 0 R 343 0 R 383 0 R] >> endobj 1008 0 obj << /Type /Pages /Count 36 /Parent 1010 0 R /Kids [432 0 R 475 0 R 539 0 R 575 0 R 609 0 R 656 0 R] >> endobj 1009 0 obj << /Type /Pages /Count 29 /Parent 1010 0 R /Kids [719 0 R 760 0 R 802 0 R 851 0 R 902 0 R] >> endobj 1010 0 obj << /Type /Pages /Count 101 /Kids [1007 0 R 1008 0 R 1009 0 R] >> endobj 1011 0 obj << /Type /Outlines /First 3 0 R /Last 151 0 R /Count 10 >> endobj 151 0 obj << /Title 152 0 R /A 149 0 R /Parent 1011 0 R /Prev 131 0 R >> endobj 147 0 obj << /Title 148 0 R /A 145 0 R /Parent 131 0 R /Prev 143 0 R >> endobj 143 0 obj << /Title 144 0 R /A 141 0 R /Parent 131 0 R /Prev 139 0 R /Next 147 0 R >> endobj 139 0 obj << /Title 140 0 R /A 137 0 R /Parent 131 0 R /Prev 135 0 R /Next 143 0 R >> endobj 135 0 obj << /Title 136 0 R /A 133 0 R /Parent 131 0 R /Next 139 0 R >> endobj 131 0 obj << /Title 132 0 R /A 129 0 R /Parent 1011 0 R /Prev 115 0 R /Next 151 0 R /First 135 0 R /Last 147 0 R /Count -4 >> endobj 127 0 obj << /Title 128 0 R /A 125 0 R /Parent 115 0 R /Prev 123 0 R >> endobj 123 0 obj << /Title 124 0 R /A 121 0 R /Parent 115 0 R /Prev 119 0 R /Next 127 0 R >> endobj 119 0 obj << /Title 120 0 R /A 117 0 R /Parent 115 0 R /Next 123 0 R >> endobj 115 0 obj << /Title 116 0 R /A 113 0 R /Parent 1011 0 R /Prev 91 0 R /Next 131 0 R /First 119 0 R /Last 127 0 R /Count -3 >> endobj 111 0 obj << /Title 112 0 R /A 109 0 R /Parent 91 0 R /Prev 107 0 R >> endobj 107 0 obj << /Title 108 0 R /A 105 0 R /Parent 91 0 R /Prev 103 0 R /Next 111 0 R >> endobj 103 0 obj << /Title 104 0 R /A 101 0 R /Parent 91 0 R /Prev 99 0 R /Next 107 0 R >> endobj 99 0 obj << /Title 100 0 R /A 97 0 R /Parent 91 0 R /Prev 95 0 R /Next 103 0 R >> endobj 95 0 obj << /Title 96 0 R /A 93 0 R /Parent 91 0 R /Next 99 0 R >> endobj 91 0 obj << /Title 92 0 R /A 89 0 R /Parent 1011 0 R /Prev 79 0 R /Next 115 0 R /First 95 0 R /Last 111 0 R /Count -5 >> endobj 87 0 obj << /Title 88 0 R /A 85 0 R /Parent 79 0 R /Prev 83 0 R >> endobj 83 0 obj << /Title 84 0 R /A 81 0 R /Parent 79 0 R /Next 87 0 R >> endobj 79 0 obj << /Title 80 0 R /A 77 0 R /Parent 1011 0 R /Prev 63 0 R /Next 91 0 R /First 83 0 R /Last 87 0 R /Count -2 >> endobj 75 0 obj << /Title 76 0 R /A 73 0 R /Parent 63 0 R /Prev 71 0 R >> endobj 71 0 obj << /Title 72 0 R /A 69 0 R /Parent 63 0 R /Prev 67 0 R /Next 75 0 R >> endobj 67 0 obj << /Title 68 0 R /A 65 0 R /Parent 63 0 R /Next 71 0 R >> endobj 63 0 obj << /Title 64 0 R /A 61 0 R /Parent 1011 0 R /Prev 47 0 R /Next 79 0 R /First 67 0 R /Last 75 0 R /Count -3 >> endobj 59 0 obj << /Title 60 0 R /A 57 0 R /Parent 47 0 R /Prev 55 0 R >> endobj 55 0 obj << /Title 56 0 R /A 53 0 R /Parent 47 0 R /Prev 51 0 R /Next 59 0 R >> endobj 51 0 obj << /Title 52 0 R /A 49 0 R /Parent 47 0 R /Next 55 0 R >> endobj 47 0 obj << /Title 48 0 R /A 45 0 R /Parent 1011 0 R /Prev 31 0 R /Next 63 0 R /First 51 0 R /Last 59 0 R /Count -3 >> endobj 43 0 obj << /Title 44 0 R /A 41 0 R /Parent 31 0 R /Prev 39 0 R >> endobj 39 0 obj << /Title 40 0 R /A 37 0 R /Parent 31 0 R /Prev 35 0 R /Next 43 0 R >> endobj 35 0 obj << /Title 36 0 R /A 33 0 R /Parent 31 0 R /Next 39 0 R >> endobj 31 0 obj << /Title 32 0 R /A 29 0 R /Parent 1011 0 R /Prev 7 0 R /Next 47 0 R /First 35 0 R /Last 43 0 R /Count -3 >> endobj 27 0 obj << /Title 28 0 R /A 25 0 R /Parent 7 0 R /Prev 23 0 R >> endobj 23 0 obj << /Title 24 0 R /A 21 0 R /Parent 7 0 R /Prev 19 0 R /Next 27 0 R >> endobj 19 0 obj << /Title 20 0 R /A 17 0 R /Parent 7 0 R /Prev 15 0 R /Next 23 0 R >> endobj 15 0 obj << /Title 16 0 R /A 13 0 R /Parent 7 0 R /Prev 11 0 R /Next 19 0 R >> endobj 11 0 obj << /Title 12 0 R /A 9 0 R /Parent 7 0 R /Next 15 0 R >> endobj 7 0 obj << /Title 8 0 R /A 5 0 R /Parent 1011 0 R /Prev 3 0 R /Next 31 0 R /First 11 0 R /Last 27 0 R /Count -5 >> endobj 3 0 obj << /Title 4 0 R /A 1 0 R /Parent 1011 0 R /Next 7 0 R >> endobj 1012 0 obj << /Names [(Doc-Start) 185 0 R (Hfootnote.1) 212 0 R (Hfootnote.2) 254 0 R (Hfootnote.3) 300 0 R (Hfootnote.4) 562 0 R (Hfootnote.5) 616 0 R] /Limits [(Doc-Start) (Hfootnote.5)] >> endobj 1013 0 obj << /Names [(equation.2.1) 296 0 R (equation.2.2) 297 0 R (page.1) 184 0 R (page.10) 262 0 R (page.100) 931 0 R (page.101) 942 0 R] /Limits [(equation.2.1) (page.101)] >> endobj 1014 0 obj << /Names [(page.11) 267 0 R (page.12) 272 0 R (page.13) 276 0 R (page.14) 283 0 R (page.15) 288 0 R (page.16) 293 0 R] /Limits [(page.11) (page.16)] >> endobj 1015 0 obj << /Names [(page.17) 304 0 R (page.18) 310 0 R (page.19) 315 0 R (page.2) 209 0 R (page.20) 321 0 R (page.21) 325 0 R] /Limits [(page.17) (page.21)] >> endobj 1016 0 obj << /Names [(page.22) 329 0 R (page.23) 333 0 R (page.24) 337 0 R (page.25) 341 0 R (page.26) 348 0 R (page.27) 352 0 R] /Limits [(page.22) (page.27)] >> endobj 1017 0 obj << /Names [(page.28) 362 0 R (page.29) 368 0 R (page.3) 220 0 R (page.30) 372 0 R (page.31) 382 0 R (page.32) 387 0 R] /Limits [(page.28) (page.32)] >> endobj 1018 0 obj << /Names [(page.33) 394 0 R (page.34) 405 0 R (page.35) 416 0 R (page.36) 420 0 R (page.37) 431 0 R (page.38) 437 0 R] /Limits [(page.33) (page.38)] >> endobj 1019 0 obj << /Names [(page.39) 441 0 R (page.4) 228 0 R (page.40) 453 0 R (page.41) 458 0 R (page.42) 469 0 R (page.43) 474 0 R] /Limits [(page.39) (page.43)] >> endobj 1020 0 obj << /Names [(page.44) 479 0 R (page.45) 492 0 R (page.46) 503 0 R (page.47) 516 0 R (page.48) 527 0 R (page.49) 538 0 R] /Limits [(page.44) (page.49)] >> endobj 1021 0 obj << /Names [(page.5) 233 0 R (page.50) 543 0 R (page.51) 549 0 R (page.52) 560 0 R (page.53) 566 0 R (page.54) 570 0 R] /Limits [(page.5) (page.54)] >> endobj 1022 0 obj << /Names [(page.55) 574 0 R (page.56) 579 0 R (page.57) 584 0 R (page.58) 588 0 R (page.59) 600 0 R (page.6) 237 0 R] /Limits [(page.55) (page.6)] >> endobj 1023 0 obj << /Names [(page.60) 604 0 R (page.61) 608 0 R (page.62) 615 0 R (page.63) 620 0 R (page.64) 632 0 R (page.65) 637 0 R] /Limits [(page.60) (page.65)] >> endobj 1024 0 obj << /Names [(page.66) 641 0 R (page.67) 654 0 R (page.68) 667 0 R (page.69) 678 0 R (page.7) 242 0 R (page.70) 683 0 R] /Limits [(page.66) (page.70)] >> endobj 1025 0 obj << /Names [(page.71) 695 0 R (page.72) 707 0 R (page.73) 718 0 R (page.74) 731 0 R (page.75) 735 0 R (page.76) 746 0 R] /Limits [(page.71) (page.76)] >> endobj 1026 0 obj << /Names [(page.77) 750 0 R (page.78) 754 0 R (page.79) 759 0 R (page.8) 251 0 R (page.80) 771 0 R (page.81) 775 0 R] /Limits [(page.77) (page.81)] >> endobj 1027 0 obj << /Names [(page.82) 780 0 R (page.83) 784 0 R (page.84) 795 0 R (page.85) 800 0 R (page.86) 806 0 R (page.87) 817 0 R] /Limits [(page.82) (page.87)] >> endobj 1028 0 obj << /Names [(page.88) 822 0 R (page.89) 833 0 R (page.9) 258 0 R (page.90) 839 0 R (page.91) 850 0 R (page.92) 856 0 R] /Limits [(page.88) (page.92)] >> endobj 1029 0 obj << /Names [(page.93) 860 0 R (page.94) 871 0 R (page.95) 876 0 R (page.96) 888 0 R (page.97) 901 0 R (page.98) 907 0 R] /Limits [(page.93) (page.98)] >> endobj 1030 0 obj << /Names [(page.99) 919 0 R (section*.1) 189 0 R (section*.10) 311 0 R (section*.11) 342 0 R (section*.12) 363 0 R (section*.13) 388 0 R] /Limits [(page.99) (section*.13)] >> endobj 1031 0 obj << /Names [(section*.14) 389 0 R (section*.15) 459 0 R (section*.16) 561 0 R (section*.17) 589 0 R (section*.18) 621 0 R (section*.19) 642 0 R] /Limits [(section*.14) (section*.19)] >> endobj 1032 0 obj << /Names [(section*.2) 252 0 R (section*.20) 655 0 R (section*.21) 801 0 R (section*.22) 834 0 R (section*.3) 253 0 R (section*.4) 268 0 R] /Limits [(section*.2) (section*.4)] >> endobj 1033 0 obj << /Names [(section*.5) 277 0 R (section*.6) 278 0 R (section*.7) 284 0 R (section*.8) 294 0 R (section*.9) 306 0 R (section.1) 2 0 R] /Limits [(section*.5) (section.1)] >> endobj 1034 0 obj << /Names [(section.10) 150 0 R (section.2) 6 0 R (section.3) 30 0 R (section.4) 46 0 R (section.5) 62 0 R (section.6) 78 0 R] /Limits [(section.10) (section.6)] >> endobj 1035 0 obj << /Names [(section.7) 90 0 R (section.8) 114 0 R (section.9) 130 0 R (subsection.2.1) 10 0 R (subsection.2.2) 14 0 R (subsection.2.3) 18 0 R] /Limits [(section.7) (subsection.2.3)] >> endobj 1036 0 obj << /Names [(subsection.2.4) 22 0 R (subsection.2.5) 26 0 R (subsection.3.1) 34 0 R (subsection.3.2) 38 0 R (subsection.3.3) 42 0 R (subsection.4.1) 50 0 R] /Limits [(subsection.2.4) (subsection.4.1)] >> endobj 1037 0 obj << /Names [(subsection.4.2) 54 0 R (subsection.4.3) 58 0 R (subsection.5.1) 66 0 R (subsection.5.2) 70 0 R (subsection.5.3) 74 0 R (subsection.6.1) 82 0 R] /Limits [(subsection.4.2) (subsection.6.1)] >> endobj 1038 0 obj << /Names [(subsection.6.2) 86 0 R (subsection.7.1) 94 0 R (subsection.7.2) 98 0 R (subsection.7.3) 102 0 R (subsection.7.4) 106 0 R (subsection.7.5) 110 0 R] /Limits [(subsection.6.2) (subsection.7.5)] >> endobj 1039 0 obj << /Names [(subsection.8.1) 118 0 R (subsection.8.2) 122 0 R (subsection.8.3) 126 0 R (subsection.9.1) 134 0 R (subsection.9.2) 138 0 R (subsection.9.3) 142 0 R] /Limits [(subsection.8.1) (subsection.9.3)] >> endobj 1040 0 obj << /Names [(subsection.9.4) 146 0 R] /Limits [(subsection.9.4) (subsection.9.4)] >> endobj 1041 0 obj << /Kids [1012 0 R 1013 0 R 1014 0 R 1015 0 R 1016 0 R 1017 0 R] /Limits [(Doc-Start) (page.32)] >> endobj 1042 0 obj << /Kids [1018 0 R 1019 0 R 1020 0 R 1021 0 R 1022 0 R 1023 0 R] /Limits [(page.33) (page.65)] >> endobj 1043 0 obj << /Kids [1024 0 R 1025 0 R 1026 0 R 1027 0 R 1028 0 R 1029 0 R] /Limits [(page.66) (page.98)] >> endobj 1044 0 obj << /Kids [1030 0 R 1031 0 R 1032 0 R 1033 0 R 1034 0 R 1035 0 R] /Limits [(page.99) (subsection.2.3)] >> endobj 1045 0 obj << /Kids [1036 0 R 1037 0 R 1038 0 R 1039 0 R 1040 0 R] /Limits [(subsection.2.4) (subsection.9.4)] >> endobj 1046 0 obj << /Kids [1041 0 R 1042 0 R 1043 0 R 1044 0 R 1045 0 R] /Limits [(Doc-Start) (subsection.9.4)] >> endobj 1047 0 obj << /Dests 1046 0 R >> endobj 1048 0 obj << /Type /Catalog /Pages 1010 0 R /Outlines 1011 0 R /Names 1047 0 R /PageMode/UseOutlines /OpenAction 153 0 R >> endobj 1049 0 obj << /Author()/Title()/Subject()/Creator(LaTeX with hyperref package)/Producer(pdfTeX-1.40.10)/Keywords() /CreationDate (D:20131008224733-07'00') /ModDate (D:20131008224733-07'00') /Trapped /False /PTEX.Fullbanner (This is pdfTeX, Version 3.1415926-1.40.10-2.2 (TeX Live 2009/Debian) kpathsea version 5.0.0) >> endobj xref 0 1050 0000000000 65535 f 0000000015 00000 n 0000014873 00000 n 0000833005 00000 n 0000000060 00000 n 0000000088 00000 n 0000019501 00000 n 0000832883 00000 n 0000000133 00000 n 0000000167 00000 n 0000019552 00000 n 0000832811 00000 n 0000000217 00000 n 0000000270 00000 n 0000019608 00000 n 0000832725 00000 n 0000000321 00000 n 0000000383 00000 n 0000026343 00000 n 0000832639 00000 n 0000000434 00000 n 0000000497 00000 n 0000033226 00000 n 0000832553 00000 n 0000000548 00000 n 0000000596 00000 n 0000057548 00000 n 0000832480 00000 n 0000000647 00000 n 0000000721 00000 n 0000067880 00000 n 0000832355 00000 n 0000000767 00000 n 0000000808 00000 n 0000067932 00000 n 0000832281 00000 n 0000000859 00000 n 0000000930 00000 n 0000094805 00000 n 0000832194 00000 n 0000000981 00000 n 0000001041 00000 n 0000107877 00000 n 0000832120 00000 n 0000001092 00000 n 0000001174 00000 n 0000118490 00000 n 0000831994 00000 n 0000001220 00000 n 0000001262 00000 n 0000118542 00000 n 0000831920 00000 n 0000001313 00000 n 0000001366 00000 n 0000124896 00000 n 0000831833 00000 n 0000001417 00000 n 0000001476 00000 n 0000147760 00000 n 0000831759 00000 n 0000001527 00000 n 0000001595 00000 n 0000173089 00000 n 0000831633 00000 n 0000001641 00000 n 0000001684 00000 n 0000173141 00000 n 0000831559 00000 n 0000001735 00000 n 0000001781 00000 n 0000183726 00000 n 0000831472 00000 n 0000001832 00000 n 0000001885 00000 n 0000223435 00000 n 0000831398 00000 n 0000001936 00000 n 0000001979 00000 n 0000323635 00000 n 0000831272 00000 n 0000002025 00000 n 0000002070 00000 n 0000323687 00000 n 0000831198 00000 n 0000002121 00000 n 0000002176 00000 n 0000348763 00000 n 0000831124 00000 n 0000002227 00000 n 0000002279 00000 n 0000355728 00000 n 0000830996 00000 n 0000002325 00000 n 0000002374 00000 n 0000355780 00000 n 0000830922 00000 n 0000002425 00000 n 0000002476 00000 n 0000357574 00000 n 0000830833 00000 n 0000002527 00000 n 0000002573 00000 n 0000359346 00000 n 0000830742 00000 n 0000002625 00000 n 0000002659 00000 n 0000368132 00000 n 0000830650 00000 n 0000002711 00000 n 0000002763 00000 n 0000370653 00000 n 0000830572 00000 n 0000002815 00000 n 0000002855 00000 n 0000373413 00000 n 0000830440 00000 n 0000002902 00000 n 0000002942 00000 n 0000373466 00000 n 0000830361 00000 n 0000002994 00000 n 0000003046 00000 n 0000383995 00000 n 0000830268 00000 n 0000003098 00000 n 0000003146 00000 n 0000416415 00000 n 0000830189 00000 n 0000003198 00000 n 0000003256 00000 n 0000546195 00000 n 0000830056 00000 n 0000003303 00000 n 0000003354 00000 n 0000546248 00000 n 0000829977 00000 n 0000003406 00000 n 0000003446 00000 n 0000546305 00000 n 0000829884 00000 n 0000003498 00000 n 0000003530 00000 n 0000553507 00000 n 0000829791 00000 n 0000003582 00000 n 0000003641 00000 n 0000560093 00000 n 0000829712 00000 n 0000003693 00000 n 0000003734 00000 n 0000574949 00000 n 0000829632 00000 n 0000003782 00000 n 0000003821 00000 n 0000005509 00000 n 0000005841 00000 n 0000005991 00000 n 0000006142 00000 n 0000006297 00000 n 0000006453 00000 n 0000006609 00000 n 0000006765 00000 n 0000006921 00000 n 0000007072 00000 n 0000007228 00000 n 0000007382 00000 n 0000007538 00000 n 0000007689 00000 n 0000007845 00000 n 0000008001 00000 n 0000008157 00000 n 0000008308 00000 n 0000008464 00000 n 0000008620 00000 n 0000008776 00000 n 0000008927 00000 n 0000009083 00000 n 0000009239 00000 n 0000009386 00000 n 0000009542 00000 n 0000009698 00000 n 0000012637 00000 n 0000010017 00000 n 0000003873 00000 n 0000009854 00000 n 0000009907 00000 n 0000825831 00000 n 0000825688 00000 n 0000824829 00000 n 0000009960 00000 n 0000824685 00000 n 0000825545 00000 n 0000827122 00000 n 0000012792 00000 n 0000012948 00000 n 0000013099 00000 n 0000013255 00000 n 0000013411 00000 n 0000013567 00000 n 0000013718 00000 n 0000013874 00000 n 0000014030 00000 n 0000014186 00000 n 0000014342 00000 n 0000014493 00000 n 0000014666 00000 n 0000014989 00000 n 0000012401 00000 n 0000010141 00000 n 0000014820 00000 n 0000826115 00000 n 0000825974 00000 n 0000014928 00000 n 0000826257 00000 n 0000826833 00000 n 0000824973 00000 n 0000019065 00000 n 0000019664 00000 n 0000018925 00000 n 0000015152 00000 n 0000019448 00000 n 0000826688 00000 n 0000826977 00000 n 0000019257 00000 n 0000578688 00000 n 0000022232 00000 n 0000022067 00000 n 0000019788 00000 n 0000022179 00000 n 0000826399 00000 n 0000024003 00000 n 0000023838 00000 n 0000022343 00000 n 0000023950 00000 n 0000026399 00000 n 0000026178 00000 n 0000024114 00000 n 0000026290 00000 n 0000032357 00000 n 0000028214 00000 n 0000028049 00000 n 0000026536 00000 n 0000028161 00000 n 0000827240 00000 n 0000032514 00000 n 0000032982 00000 n 0000032668 00000 n 0000032825 00000 n 0000033456 00000 n 0000032193 00000 n 0000028312 00000 n 0000033173 00000 n 0000033281 00000 n 0000033338 00000 n 0000033395 00000 n 0000036404 00000 n 0000036239 00000 n 0000033619 00000 n 0000036351 00000 n 0000037827 00000 n 0000037662 00000 n 0000036502 00000 n 0000037774 00000 n 0000577540 00000 n 0000039637 00000 n 0000039415 00000 n 0000037938 00000 n 0000039527 00000 n 0000039580 00000 n 0000040728 00000 n 0000040563 00000 n 0000039761 00000 n 0000040675 00000 n 0000043845 00000 n 0000043566 00000 n 0000040826 00000 n 0000043678 00000 n 0000043731 00000 n 0000043788 00000 n 0000827358 00000 n 0000045402 00000 n 0000045180 00000 n 0000043956 00000 n 0000045292 00000 n 0000045345 00000 n 0000046590 00000 n 0000046425 00000 n 0000045513 00000 n 0000046537 00000 n 0000049694 00000 n 0000050142 00000 n 0000049562 00000 n 0000046688 00000 n 0000049848 00000 n 0000049901 00000 n 0000825258 00000 n 0000049957 00000 n 0000050019 00000 n 0000825115 00000 n 0000825402 00000 n 0000050081 00000 n 0000053697 00000 n 0000053475 00000 n 0000050357 00000 n 0000053587 00000 n 0000826545 00000 n 0000053640 00000 n 0000055418 00000 n 0000055196 00000 n 0000053860 00000 n 0000055308 00000 n 0000055361 00000 n 0000057604 00000 n 0000057383 00000 n 0000055529 00000 n 0000057495 00000 n 0000575265 00000 n 0000827476 00000 n 0000058958 00000 n 0000058793 00000 n 0000057728 00000 n 0000058905 00000 n 0000060398 00000 n 0000060233 00000 n 0000059069 00000 n 0000060345 00000 n 0000061841 00000 n 0000061676 00000 n 0000060496 00000 n 0000061788 00000 n 0000063414 00000 n 0000063249 00000 n 0000061952 00000 n 0000063361 00000 n 0000064103 00000 n 0000063938 00000 n 0000063525 00000 n 0000064050 00000 n 0000068045 00000 n 0000067715 00000 n 0000064201 00000 n 0000067827 00000 n 0000067988 00000 n 0000827594 00000 n 0000070759 00000 n 0000069912 00000 n 0000069747 00000 n 0000068169 00000 n 0000069859 00000 n 0000075047 00000 n 0000070647 00000 n 0000070010 00000 n 0000074994 00000 n 0000071667 00000 n 0000071811 00000 n 0000071911 00000 n 0000072016 00000 n 0000072053 00000 n 0000072296 00000 n 0000076890 00000 n 0000076668 00000 n 0000075173 00000 n 0000076780 00000 n 0000076833 00000 n 0000080475 00000 n 0000079409 00000 n 0000079244 00000 n 0000077001 00000 n 0000079356 00000 n 0000084779 00000 n 0000080363 00000 n 0000079507 00000 n 0000084726 00000 n 0000081399 00000 n 0000081543 00000 n 0000081643 00000 n 0000081748 00000 n 0000081785 00000 n 0000082028 00000 n 0000086538 00000 n 0000086373 00000 n 0000084905 00000 n 0000086485 00000 n 0000827712 00000 n 0000088980 00000 n 0000088701 00000 n 0000086636 00000 n 0000088813 00000 n 0000088866 00000 n 0000088923 00000 n 0000090458 00000 n 0000094861 00000 n 0000090346 00000 n 0000089091 00000 n 0000094752 00000 n 0000091425 00000 n 0000091569 00000 n 0000091669 00000 n 0000091774 00000 n 0000091811 00000 n 0000092054 00000 n 0000095833 00000 n 0000099976 00000 n 0000095721 00000 n 0000095000 00000 n 0000099923 00000 n 0000096596 00000 n 0000096740 00000 n 0000096840 00000 n 0000096945 00000 n 0000096982 00000 n 0000097225 00000 n 0000103454 00000 n 0000101819 00000 n 0000101654 00000 n 0000100102 00000 n 0000101766 00000 n 0000107933 00000 n 0000103342 00000 n 0000101917 00000 n 0000107824 00000 n 0000104412 00000 n 0000104556 00000 n 0000104641 00000 n 0000104741 00000 n 0000104846 00000 n 0000104883 00000 n 0000105126 00000 n 0000109875 00000 n 0000109710 00000 n 0000108111 00000 n 0000109822 00000 n 0000827830 00000 n 0000111920 00000 n 0000110938 00000 n 0000110773 00000 n 0000109999 00000 n 0000110885 00000 n 0000116392 00000 n 0000111808 00000 n 0000111036 00000 n 0000116339 00000 n 0000112927 00000 n 0000113071 00000 n 0000113156 00000 n 0000113256 00000 n 0000113361 00000 n 0000113398 00000 n 0000113641 00000 n 0000120513 00000 n 0000118598 00000 n 0000118325 00000 n 0000116544 00000 n 0000118437 00000 n 0000124690 00000 n 0000125009 00000 n 0000120381 00000 n 0000118709 00000 n 0000124843 00000 n 0000124952 00000 n 0000121363 00000 n 0000121507 00000 n 0000121607 00000 n 0000121712 00000 n 0000121749 00000 n 0000121992 00000 n 0000127407 00000 n 0000127242 00000 n 0000125148 00000 n 0000127354 00000 n 0000130510 00000 n 0000128839 00000 n 0000128674 00000 n 0000127505 00000 n 0000128786 00000 n 0000827948 00000 n 0000147816 00000 n 0000130398 00000 n 0000128937 00000 n 0000147707 00000 n 0000144295 00000 n 0000144439 00000 n 0000144524 00000 n 0000144624 00000 n 0000144729 00000 n 0000144766 00000 n 0000145009 00000 n 0000148922 00000 n 0000154771 00000 n 0000153677 00000 n 0000148810 00000 n 0000147955 00000 n 0000153624 00000 n 0000150212 00000 n 0000150356 00000 n 0000150441 00000 n 0000150541 00000 n 0000150646 00000 n 0000150683 00000 n 0000150926 00000 n 0000159239 00000 n 0000154659 00000 n 0000153790 00000 n 0000159186 00000 n 0000155774 00000 n 0000155918 00000 n 0000156003 00000 n 0000156103 00000 n 0000156208 00000 n 0000156245 00000 n 0000156488 00000 n 0000160465 00000 n 0000165326 00000 n 0000164899 00000 n 0000160353 00000 n 0000159366 00000 n 0000164846 00000 n 0000161434 00000 n 0000161578 00000 n 0000161663 00000 n 0000161763 00000 n 0000161868 00000 n 0000161905 00000 n 0000162148 00000 n 0000169747 00000 n 0000165214 00000 n 0000165013 00000 n 0000169694 00000 n 0000166282 00000 n 0000166426 00000 n 0000166511 00000 n 0000166611 00000 n 0000166716 00000 n 0000166753 00000 n 0000166996 00000 n 0000173197 00000 n 0000172924 00000 n 0000169848 00000 n 0000173036 00000 n 0000828066 00000 n 0000175120 00000 n 0000174955 00000 n 0000173347 00000 n 0000175067 00000 n 0000176466 00000 n 0000186978 00000 n 0000183782 00000 n 0000176354 00000 n 0000175218 00000 n 0000183673 00000 n 0000180261 00000 n 0000180405 00000 n 0000180490 00000 n 0000180590 00000 n 0000180695 00000 n 0000180732 00000 n 0000180975 00000 n 0000187303 00000 n 0000186846 00000 n 0000183909 00000 n 0000187132 00000 n 0000187185 00000 n 0000187242 00000 n 0000189249 00000 n 0000189084 00000 n 0000187492 00000 n 0000189196 00000 n 0000190564 00000 n 0000190399 00000 n 0000189347 00000 n 0000190511 00000 n 0000191956 00000 n 0000191791 00000 n 0000190662 00000 n 0000191903 00000 n 0000828184 00000 n 0000194250 00000 n 0000194085 00000 n 0000192054 00000 n 0000194197 00000 n 0000196972 00000 n 0000195464 00000 n 0000195299 00000 n 0000194361 00000 n 0000195411 00000 n 0000205244 00000 n 0000196860 00000 n 0000195575 00000 n 0000205135 00000 n 0000205188 00000 n 0000201723 00000 n 0000201867 00000 n 0000201952 00000 n 0000202052 00000 n 0000202157 00000 n 0000202194 00000 n 0000202437 00000 n 0000207108 00000 n 0000206943 00000 n 0000205397 00000 n 0000207055 00000 n 0000208711 00000 n 0000208546 00000 n 0000207206 00000 n 0000208658 00000 n 0000210397 00000 n 0000210232 00000 n 0000208809 00000 n 0000210344 00000 n 0000828302 00000 n 0000212347 00000 n 0000214615 00000 n 0000212615 00000 n 0000212215 00000 n 0000210495 00000 n 0000212501 00000 n 0000212554 00000 n 0000223548 00000 n 0000214503 00000 n 0000212778 00000 n 0000223382 00000 n 0000223491 00000 n 0000219970 00000 n 0000220114 00000 n 0000220199 00000 n 0000220299 00000 n 0000220404 00000 n 0000220441 00000 n 0000220684 00000 n 0000225221 00000 n 0000225056 00000 n 0000223714 00000 n 0000225168 00000 n 0000227962 00000 n 0000226717 00000 n 0000226552 00000 n 0000225319 00000 n 0000226664 00000 n 0000236742 00000 n 0000227850 00000 n 0000226815 00000 n 0000236633 00000 n 0000236686 00000 n 0000233221 00000 n 0000233365 00000 n 0000233450 00000 n 0000233550 00000 n 0000233655 00000 n 0000233692 00000 n 0000233935 00000 n 0000238021 00000 n 0000246864 00000 n 0000237909 00000 n 0000236882 00000 n 0000246754 00000 n 0000246807 00000 n 0000828420 00000 n 0000243427 00000 n 0000243571 00000 n 0000243671 00000 n 0000243776 00000 n 0000243813 00000 n 0000244056 00000 n 0000247436 00000 n 0000321183 00000 n 0000247324 00000 n 0000246991 00000 n 0000321130 00000 n 0000317803 00000 n 0000317947 00000 n 0000318047 00000 n 0000318152 00000 n 0000318189 00000 n 0000318432 00000 n 0000324341 00000 n 0000323743 00000 n 0000323470 00000 n 0000321297 00000 n 0000323582 00000 n 0000331896 00000 n 0000331296 00000 n 0000324229 00000 n 0000323854 00000 n 0000331243 00000 n 0000327831 00000 n 0000327975 00000 n 0000328060 00000 n 0000328160 00000 n 0000328265 00000 n 0000328302 00000 n 0000328545 00000 n 0000336944 00000 n 0000336343 00000 n 0000331784 00000 n 0000331410 00000 n 0000336290 00000 n 0000332878 00000 n 0000333022 00000 n 0000333107 00000 n 0000333207 00000 n 0000333312 00000 n 0000333349 00000 n 0000333592 00000 n 0000342394 00000 n 0000341447 00000 n 0000336832 00000 n 0000336457 00000 n 0000341394 00000 n 0000337982 00000 n 0000338126 00000 n 0000338211 00000 n 0000338311 00000 n 0000338416 00000 n 0000338453 00000 n 0000338696 00000 n 0000346728 00000 n 0000342282 00000 n 0000341561 00000 n 0000346675 00000 n 0000828538 00000 n 0000343348 00000 n 0000343492 00000 n 0000343592 00000 n 0000343697 00000 n 0000343734 00000 n 0000343977 00000 n 0000348556 00000 n 0000349243 00000 n 0000348819 00000 n 0000348424 00000 n 0000346855 00000 n 0000348710 00000 n 0000353732 00000 n 0000349131 00000 n 0000348930 00000 n 0000353679 00000 n 0000350267 00000 n 0000350411 00000 n 0000350496 00000 n 0000350596 00000 n 0000350701 00000 n 0000350738 00000 n 0000350981 00000 n 0000355835 00000 n 0000355563 00000 n 0000353833 00000 n 0000355675 00000 n 0000357630 00000 n 0000357409 00000 n 0000355946 00000 n 0000357521 00000 n 0000359399 00000 n 0000359181 00000 n 0000357741 00000 n 0000359293 00000 n 0000360692 00000 n 0000368189 00000 n 0000360580 00000 n 0000359510 00000 n 0000368079 00000 n 0000828656 00000 n 0000364667 00000 n 0000364811 00000 n 0000364896 00000 n 0000364996 00000 n 0000365101 00000 n 0000365138 00000 n 0000365381 00000 n 0000370710 00000 n 0000370488 00000 n 0000368316 00000 n 0000370600 00000 n 0000373523 00000 n 0000373248 00000 n 0000370834 00000 n 0000373360 00000 n 0000377026 00000 n 0000375040 00000 n 0000374875 00000 n 0000373634 00000 n 0000374987 00000 n 0000381774 00000 n 0000376914 00000 n 0000375138 00000 n 0000381721 00000 n 0000378309 00000 n 0000378453 00000 n 0000378538 00000 n 0000378638 00000 n 0000378743 00000 n 0000378780 00000 n 0000379023 00000 n 0000384052 00000 n 0000383830 00000 n 0000381927 00000 n 0000383942 00000 n 0000386770 00000 n 0000385562 00000 n 0000385342 00000 n 0000384163 00000 n 0000385454 00000 n 0000385507 00000 n 0000828774 00000 n 0000391847 00000 n 0000386658 00000 n 0000385673 00000 n 0000391794 00000 n 0000388382 00000 n 0000388526 00000 n 0000388611 00000 n 0000388711 00000 n 0000388816 00000 n 0000388853 00000 n 0000389096 00000 n 0000393920 00000 n 0000393755 00000 n 0000391974 00000 n 0000393867 00000 n 0000394842 00000 n 0000406359 00000 n 0000394730 00000 n 0000394018 00000 n 0000406306 00000 n 0000402894 00000 n 0000403038 00000 n 0000403123 00000 n 0000403223 00000 n 0000403328 00000 n 0000403365 00000 n 0000403608 00000 n 0000408603 00000 n 0000408381 00000 n 0000406473 00000 n 0000408493 00000 n 0000408546 00000 n 0000409561 00000 n 0000414095 00000 n 0000409449 00000 n 0000408727 00000 n 0000414042 00000 n 0000410630 00000 n 0000410774 00000 n 0000410859 00000 n 0000410959 00000 n 0000411064 00000 n 0000411101 00000 n 0000411344 00000 n 0000416468 00000 n 0000416250 00000 n 0000414222 00000 n 0000416362 00000 n 0000828892 00000 n 0000419258 00000 n 0000418018 00000 n 0000417853 00000 n 0000416579 00000 n 0000417965 00000 n 0000423563 00000 n 0000419146 00000 n 0000418129 00000 n 0000423510 00000 n 0000420183 00000 n 0000420327 00000 n 0000420427 00000 n 0000420532 00000 n 0000420569 00000 n 0000420812 00000 n 0000425233 00000 n 0000424526 00000 n 0000424361 00000 n 0000423690 00000 n 0000424473 00000 n 0000532809 00000 n 0000532382 00000 n 0000425121 00000 n 0000424624 00000 n 0000532329 00000 n 0000528838 00000 n 0000528982 00000 n 0000529067 00000 n 0000529167 00000 n 0000529272 00000 n 0000529351 00000 n 0000529388 00000 n 0000529631 00000 n 0000542623 00000 n 0000532697 00000 n 0000532496 00000 n 0000542570 00000 n 0000539158 00000 n 0000539302 00000 n 0000539387 00000 n 0000539487 00000 n 0000539592 00000 n 0000539629 00000 n 0000539872 00000 n 0000545985 00000 n 0000547327 00000 n 0000546362 00000 n 0000545853 00000 n 0000542724 00000 n 0000546142 00000 n 0000829010 00000 n 0000554912 00000 n 0000553564 00000 n 0000547215 00000 n 0000546473 00000 n 0000553454 00000 n 0000549963 00000 n 0000550107 00000 n 0000550192 00000 n 0000550292 00000 n 0000550397 00000 n 0000550476 00000 n 0000550513 00000 n 0000550756 00000 n 0000560150 00000 n 0000554800 00000 n 0000553704 00000 n 0000560040 00000 n 0000556654 00000 n 0000556798 00000 n 0000556883 00000 n 0000556983 00000 n 0000557062 00000 n 0000557099 00000 n 0000557342 00000 n 0000561209 00000 n 0000572992 00000 n 0000561097 00000 n 0000560277 00000 n 0000572939 00000 n 0000569527 00000 n 0000569671 00000 n 0000569756 00000 n 0000569856 00000 n 0000569961 00000 n 0000569998 00000 n 0000570241 00000 n 0000575002 00000 n 0000574784 00000 n 0000573106 00000 n 0000574896 00000 n 0000575087 00000 n 0000575510 00000 n 0000575536 00000 n 0000575597 00000 n 0000575633 00000 n 0000575930 00000 n 0000576223 00000 n 0000576504 00000 n 0000577133 00000 n 0000577331 00000 n 0000577785 00000 n 0000577929 00000 n 0000578008 00000 n 0000578057 00000 n 0000578452 00000 n 0000578933 00000 n 0000578958 00000 n 0000579021 00000 n 0000579058 00000 n 0000579441 00000 n 0000580086 00000 n 0000580159 00000 n 0000580481 00000 n 0000581134 00000 n 0000581183 00000 n 0000581633 00000 n 0000582260 00000 n 0000582887 00000 n 0000583534 00000 n 0000583964 00000 n 0000584291 00000 n 0000603650 00000 n 0000604032 00000 n 0000622461 00000 n 0000622869 00000 n 0000630775 00000 n 0000631023 00000 n 0000638697 00000 n 0000638987 00000 n 0000651274 00000 n 0000651578 00000 n 0000659379 00000 n 0000659606 00000 n 0000684915 00000 n 0000685461 00000 n 0000698898 00000 n 0000699203 00000 n 0000708657 00000 n 0000708899 00000 n 0000716648 00000 n 0000716888 00000 n 0000727007 00000 n 0000727275 00000 n 0000746088 00000 n 0000746497 00000 n 0000767269 00000 n 0000767869 00000 n 0000775755 00000 n 0000776032 00000 n 0000790626 00000 n 0000790914 00000 n 0000802836 00000 n 0000803103 00000 n 0000824143 00000 n 0000829120 00000 n 0000829240 00000 n 0000829360 00000 n 0000829472 00000 n 0000829555 00000 n 0000833077 00000 n 0000833276 00000 n 0000833464 00000 n 0000833635 00000 n 0000833805 00000 n 0000833976 00000 n 0000834146 00000 n 0000834317 00000 n 0000834487 00000 n 0000834658 00000 n 0000834827 00000 n 0000834996 00000 n 0000835167 00000 n 0000835337 00000 n 0000835508 00000 n 0000835678 00000 n 0000835849 00000 n 0000836019 00000 n 0000836190 00000 n 0000836384 00000 n 0000836587 00000 n 0000836785 00000 n 0000836976 00000 n 0000837159 00000 n 0000837362 00000 n 0000837583 00000 n 0000837804 00000 n 0000838028 00000 n 0000838255 00000 n 0000838357 00000 n 0000838475 00000 n 0000838591 00000 n 0000838707 00000 n 0000838830 00000 n 0000838951 00000 n 0000839067 00000 n 0000839107 00000 n 0000839239 00000 n trailer << /Size 1050 /Root 1048 0 R /Info 1049 0 R /ID [<1BC60464E19CC5D7D21946895C6485B7> <1BC60464E19CC5D7D21946895C6485B7>] >> startxref 839566 %%EOF