Encrypted Document with Potential University Topics - Prof. Elizabeth Thompson, Study notes of Statistics

Download Encrypted Document with Potential University Topics - Prof. Elizabeth Thompson and more Study notes Statistics in PDF only on Docsity!
       
 ! #"%$&''()&* +,.- /'0' 12 
3! 546$&7'(8 9;:<9>=#?@BADCFE2G7EHAIC<JK@&AICFLNM OPRQSPRTVUWPRTVXYQSZ![6\&]_^`Zbadcegfhe iheYjSkHl7m noegiHpqegrNs tvuxwBy!zHlY{btdnoeYs}|Ht~ p {lYrS{€tRibnYtkSw zSeg{!l7jHtl7‚e2‚ƒemdpqs „2l7‚ … i€lYrNeRrNpqsqp f†„‡kSp {€f€iHp rN|Hfhp l7jH{‰ˆYŠB‹ŒWŽ‘’YwNpqjSkHtR“`tkdr`„>e ”_QS•IQS[6^oPR^`•Žpqjd”_QS•IQS[6^oPR^`•2Uh”–QSX^—˜ ™š\7QSZVUd\›^oUWPRTV[œQSPRTV\ža Ÿ pq mdeR¡YtvpqjS‚¢tRi€tjS£¤tR{eRrl7|Hfy3zSpq£z2Š ‹¥ enYtihp {€tf€ldfHzHtlYrS{€tRi€nYtk~¦˜ Ÿ pqp} ¨§ {€{€tR{b{fhzHtv|SjS£¤tRi€fhepqj©f†„DeR{€{€lª£Rpqegf€tk3y!p«fhz‰fHzSp {!pqjS‚¢tRi€tjS£¤t˜ § UWPRQSPRTVUWPRTVX‡p {!ed‚¬|SjS£¤fhp l7j3lB‚­fhzHtvkSeRfhe®iheYjSkHlBm¯n°egihpqeRrNs tR{ux˜ §jd^`UhPRTV[6QSPR\7•‰± ²³± Ÿ ux p {‰e®{bfhegfhp {bfhpq£ fheg¡ªpqj ¥ noeYsq|HtR{3pqj2˜ ´ zHt!^oUWPRTV[œQSPR^—p«{± Ÿ ~¦ bwfHzHtnoeYsq|HtfHeg¡Ytj3ro„fhzHttR{bfhpqmdegfblYihwy3zSpq£zDp {‰|H{€tkšfbldtR{€fhpqmvegf€tšŽH˜ ´ zHtZVTVµ&^oZVTV¶–\&\&]xp {·ª¸ Ÿ ŽI ‘²¹ŠB‹ Ÿ ~¦ €wSe‚¬|SjS£¤fhp l7jl7‚ŽI˜ ´ zHt!sqp«¡YtsqpqzHlol&k … i€lIn&p}kHtR{¦fhzHt!£¤l7jSjHt£¤fhp«l7j®rtRf†ytRtj fhzHtvkSegfHe ~ºeYjSk3fhzHt … iblYrNegrNpqsqp«f¤„»m®l&kHtsNŠ7‹H˜ ¼ ~;QS[6”_ZV^ªaž½S| …S… lY{€t¾¿¤w°À²ÁYÂWÃqÃ}ÃqÂÅÄ>pq˜qpq˜}kS˜¨Æ Ÿ ÁYÂhŽH bw°fhzHtvpqjSkSpq£ReRf€lYi€{lB‚°{h|S£R£¤tR{€{špqjšÄÇpqjSkHt … tjSkHtj©ffbihpqeYs {Hw teY£z3y!p fhz3{H|S£R£¤tR{€{ … iblYrNegrNpqsqp«f¤„‡ŽI˜q˜½Hl»Š7‹ ŸÉÈ  ¦²ÊŽgË Ÿ Á̺ŽI b̀ÎoË­w&‚¢lYiteY£z3f€ihpqesq˜ ½HlD·–Ï Ÿ ŽI ¦² Ï Í Ÿ Ž ËIÐ Ÿ Á̺ŽI  ̀ÎoËIÐ  eYjSk ÑÒÏ Ÿ ŽI  ² Ÿ Ï Í È ¿< 7s l ¥ Ÿ ŽI ;Ó Ÿ Ä‡Ì Ï Í È ¿¤ s l ¥ Ÿ Á¨ÌԎI  Õ lYf€tfhzSegffhzHt Ÿ s l ¥  ÉÖbsqp ¡Yts}pqzHl`lªkkHt … tjSkH{l7jSs«„l7j3מ² Ï Í È ¿<w°fHzHtf€lYfheYs&jo|Sm8rtRil7‚{h|S£R£¤tR{€{btR{h˜ ØÙÒÚÜÛ QS~;TV[‘Ý_[ÞZVTVµ&^oZVTV¶–\&\&]º^`UhPRTV[6QSPRTV\7 Ù ´ zHt‡ßxà;á mdeg“ªpqmdp {btR{8fhzHt‡sqp«¡YtsqpqzHlol&k2eR{e2‚¬|SjS£¤fhp l7jdl7‚¦ŽIwBf€l ¥ p nYt!fhzHtnoeYsq|Htl7‚¦Ž fhzSegf—â<r7tR{€ftR“ … s}eYpqjH{hã fhzHtvkSegfHe ~¦˜ ´ lvlYrSfheYpqj3fHzHttR{€fhpqmdeRf€lYihw7mdeg“ªpqmdp {€tšŠB‹ Ÿ ux €wli!s l ¥ ŠB‹ Ÿ ux –y!˜ ih˜«fh˜ ŽI˜ ¼ ~;QS[6”_ZV^ªa_äg‚B±åp {‰Æ Ÿ ÄæÂhŽH  · Ÿ ŽI ¦²ÊŠB‹ Ÿ ±¯².×g  ² Ä × Žgç Ÿ ÁÌԎH  Ï Î ç Ñ Ÿ ŽI ¦²ÊèRéĦê€×æÓ»×&s l ¥ Ÿ ŽI ;Ó Ÿ Ä2Ì»×g s l ¥ Ÿ ÁÌëŽI  mdeg“ªpqmdp«{hpqj ¥ fHzSp {y!˜ iH˜ fh˜ Žy¨t ¥ tRfÜ쎲.×íRĦ˜ 9;:qîëï‘G7EHC<ðY@&ñ ò<G6óðYL;óG7ðYAICFGEvL;ô G7EHAIC<JK@&AIL;ðYE ØÙÒõöÙVØø÷ QSXIµÔ\›ù_TVQSUoa ± Ÿ ux p {®Ý–;ù_TVQSUW^o]ºpq‚¬w&‚úli!eYjW„xŽ‘w7uüû¯Š7‹ý²&þ á Ÿ ± Ÿ ux € ‘² ŽI˜ ŸÉÿ tyihp f€tfhzSp {!eR{!áN‹ Ÿ ± Ÿ ux b 6² ŽIwfhzHt{h|HrS{h£¤iHp … f!pqjSkSpq£ReRfhpqj ¥ fhzHtvãgf€iH|HtãdŽÖVnoeYsq|Ht˜}  ´ zSegf3p {hw&eYj2|SjWrNpqeg{€tk3tR{€fHpqmdegf€lip«{!ãgihp ¥ z©fhwYl7j2enYtRihe ¥ tãYwlInYtRiibt … tRfhp fHp l7jH{l7‚fhzHttR“ … tRihpqm®tjWfh˜ ´ zHt!ù_TVQSU®l7‚tR{€fhp}mdegf€lYi± Ÿ ux p {
 Ÿ ŽI Ô² á ‹ Ÿ ± Ÿ ux b ÌëŽI˜ ¼ ~;QS[6”_ZV^ªa‡p}‚N± p {‡Æ Ÿ ÄæÂWŽI €w–fhzHtjºá ‹ Ÿ ±! !² ÄæŽHw¦{€lxfhzHtxßxà;á p«{|SjWrNpqeg{€tkS˜j©rNp}eg{€tkSjHtR{€{‡eYs lBjHtxp {øe nYtRi€„yteg¡D£¤ihp«f€tRihp l7jS˜½Hl7mt|SjWrNpqeg{€tk3tR{bfhpqmdegfblYi€{mveb„rtntRi€„rNekSw;eYjSk2mdeYjW„.â ¥ l`lªkSã8tR{€fhpqmdeRf€lYi€{®egi€t rNpqeg{btkS˜öäj … egi€fhpq£R|Ss}egimdej©„>ßxà;á {3egi€trNpqeg{btkS˜ Á ØÙÒõöÙÒÚ O[6QSZVZ[6^oQS U ;Ý_QS•I^2^`•I•I\• ´ zHt![œ^`QS U ;ݖQS•I^2^o•I•H\7•®l7‚tR{€fhp}mdegf€lYi± Ÿ ux p {!ßx½Sᖋ Ÿ ±3 º² ᪋ Ÿ€Ÿ ± Ÿ ux ÌԎI  Y €˜ 䂱 Ÿ ux p {3|Sj©rNpqeR{€tkSw;ßx½SáN‹ Ÿ ±! º²¹noegi‹ Ÿ ±3 €˜ äj ¥ tjHtRiheYs}wBßx½Sᖋ Ÿ ±! º²³n°egi‹ Ÿ ±! ‘Ó Ÿ  Ÿ ŽI €  H˜ ¼ ~;QS[6”_ZV^ªaYlYifhzHttR{€fHpqmdegf€li ±‰ígÄxl7‚fhzHtrNpqjHl7mdp}eYs … egiheYm®tRfbtRi!ŽIw n°egi Ÿ ±‰ígÄæ _².noeRi Ÿ ±! €íRÄ ².ÄæŽ Ÿ ÁÌԎI €ígÄ ²ÊŽ Ÿ ÁÌëŽI €íRÄ ØÙÒõöÙÒõ \7–UhTVUWPR^o–X¨a  l7jH{HpqkHtRiveYjøÄ&ÖV{heYm … s tvu Ï ² Ÿ ¾ Í ÂhÃqÃqÃq€¾ρ €wB¾¿p}˜qpq˜qkS˜dejSk‘e3{€to|HtjS£¤tl7‚;tR{€fhpqmvegf€lYi€{±;Ï>²± Ÿ u Ï  €˜ ´ zHtj—fhzHtd{€to|HtjS£¤t2l7‚–tR{€fhp}mdegf€lYib{ Ÿ ± Ï  !p {X\_UWTVUWPR^o;PD›F\•ÇŽ2pq‚ƒw‚¢lYi tRntRi€„ÇŽ2weYjSk—tRnYtRi€„! Yw ŠB‹ Ÿ " ±;Ï®ÌëŽ " #€ %$& deg{Ä'$)(º˜ ´ zSegf3p {hw&‚úlitRnYtRi€„>ŽIw;pq‚&u Ï ûʊB‹hw°±;Ï+*Ì,$ºŽH˜ äjdfhzHt.-pqjHl7mdp}eYs`tR“&eYm … s tw;egr7lHntw± Ÿ ux –² ÍÏ Ï Í ¾¿¨p {!|SjWrNpqeg{btk2‚úlYi3ŽHwNzSeg{ ßx½Sá ‹ Ÿ ±3 ¦².noegi ‹ Ÿ ±3 ¦²ÊŽ Ÿ ÁÌëŽI €íRÄxÌ/$) eg{Ä'$&( eYjSk2zHtjS£¤t‡p {‰£¤l7jH{hp«{€f€tjWfh˜ 9;:1032dðYLNóGðYAIC<GEL;ô J @54¦CFJ6J òFC87NGòFC<? L¦L:9 GEIAICFJ @&AIL;ðYE ØÙ<;öÙVØ>= QSUWTVX2”_•I\”¦^o•HPRTV^oUd\7› Û ÷ ¼ Ÿ pq ä‚Žx² ŽDmdeg“ªpqmdp {€tR{ø·&¸ Ÿ ŽI 8fhzHtj6Žx² Žxmdeg“ªpqmdp {€tR{øÑ«¸ Ÿ ŽI 3²%s«l ¥ ·&¸ Ÿ ŽI 8{hpqjS£¤t>s l ¥ p«{2ej6pqjS£¤ibteg{hpqj ¥ ‚¬|SjS£¤fhp l7jS˜ ´ zHtt`|SeRfhp l7j>? @BA? ‹ ²# p {¡&jHlIy!jveg{ fhzHt®ZVTVµB^oZVTV¶_\B\&]‘^;Ý_QSPRTV\˜–äFf‰p {|H{h|SeYs}s „fhzHtteg{hp«tR{€f y‰e„f€lDCNjSk3fHzHtßxà;áëp}‚–Ñ Ÿ ŽI p {!kSpFEBtRibtj©fhp}egrNs ty!˜ ih˜ fH˜ ŽI˜ Ÿ pqp} ¨àStRf
G Ÿ ŽH  rtvevÁgÖbÁdkSp E&tRi€tjWfhpqegrNs«t‚¬|SjS£¤fhp l7j3lB‚–Ž8fhzHtj H Ñ«¸ H G ² H Ñ«¸ H Ž I`Ž IG eYjSk H Ñ«¸ H G ² H Ñú¸ H Ž IoŽ IG Ó H Ñú¸H Ž I Ž IG ½HlfhzHt f†ylDsqp ¡tsqpqzHlol&k3to|Segfhp lBjH{ Ÿ y!˜ iH˜ fh˜ŽeYjSkšy3˜ ih˜ fh˜JG_ 8zSenYtfhzHt!{heYm®t!i€lolYf€{hw;ejSkšfhzHt!{heYm®t!{hp ¥ j3l7‚ fhzHt{€t£¤lBjSk—kHtRihpqeRfhp nYtšegf!eYjW„Ds lª£ReYs°{bfhegfhp lBjSegi€„ … l7p}j©flB‚;Ñ ¸ ˜ ´ zSegf!p«{hw G ² G Ÿ ŽI €˜ Ÿ pqp}pq ;ßxà;á«{£ReYj8l7‚¢f€tjrtrNpqeg{€tkSwHrN|Hf|SjSkHtRi¦ntRi€„ rSi€lBeYk £¤l7jSkSp«fhp l7jH{_fhzHtR„eRi€teg{b„&m … lYfhegfHpq£ReYsqs „3|Sj©rNpqeR{€tkS˜ ØÙ<;öÙÒÚLK U N[6”_PR\PRTVX”–•I\7”¦^`•IPRTV^oU Ÿ pq  ´ zHtRi€t!p {ejHtegfi€tR{h|Ss f¦y3zSpq£z8ytyl7jM f … i€lInYt‰zHtRi€tw`y!zSpq£z8{he„`{¦fHzSegfpq‚yt!£¤lBjH{hpqkHtRiá ‹ON Ÿ s l ¥ Ÿ Š ‹ Ÿ ux € b  fhzSp {šp {vmdeR“&pqmvp PRtkšy!˜«ih˜ f!Ž3ro„ÜŽd² ŽOQY˜®äjS‚¢lYihmveYsqs „wfhzSp {{he„`{.R STUT VXWTZY R TZ[]\<^ _ `a\<bdc T \ebfS^ ^ []bdghjiV bfhjbdklTZ[ iRmR STjR nZoTDp i\eoTj^aqDR STrWinsihjT R T nb˜ ´ zHtkSpFEBtRibtjS£¤t ᖋXN Ÿ s l ¥ Ÿ Š7‹ON Ÿ ux b € x̹áN‹ON Ÿ s l ¥ Ÿ ŠB‹ Ÿ ux € €  p {¡ªjHlIy!j2eg{fhzHt>t|Ssqs rNeY£F¡`ÖbàStp rNs tRi!pqjS‚¢lYihmvegfhp l7jS˜ Ÿ pqp} vujHt!l7‚fhzHt‚¬eYp ihs«„Dpqmdm®tkSp}egf€tš£¤l7jH{€to|HtjS£¤tR{l7‚ Ÿ pq p {fhzSegf3|SjSkHtRi8nYtRib„rSi€lBeYk2£¤l7jSkSp fhp«l7jH{!ßxà;áª{3egi€t £¤l7jH{hp«{€f€tjWfh˜ Ÿ pqp}pq  ´ zHtRi€t!p«{eYjHlYfHzHtRijHtegfi€tR{h|Ss«fhwHy!zSpq£z‰yt!es {€lyl7jM f … i€lInYt!zHtRi€twYy!zSpq£z‰{he„o{¦fhzSegf Ÿ {h|Hr/w¬t£¤f f€løe ‚¢tRy £¤l7jSkSp fHp l7jH{h jHlD|SjWrNpqeg{€tkdtR{€fhpqmvegf€lYi®£ReYj2zSenYtve®noeRihpqeYjS£¤t{hmveYsqs tRifhzSeYj áN‹ON Ì H H Ž s«l ¥ Ÿ ŠB‹XN Ÿ ux €  Î&Í x Ÿ pqp}  ¼ ~;QS[œ”–ZV^ªaª %² x w®Ÿ Í Ÿ ŽI ¦²ÊŽZ Yw®Ÿ ²¯ÁÌëŽZ Y˜ H Ÿ ÍH Ž ² x Ž eYjSk H Ÿ H Ž ² Ì x Ž {€l(á Ì H ¥¡H Ž ² Ä Á Ž Ÿ x ŽI  Ó Á Á¨ÌԎ Ÿ Ì x ŽI  ² ­ ğ ÁÌëŽ   Ÿ pqp}pq   eR{€tl7‚fhzHt ¥ tjHtRiheYsNm®l&kHts}w ¢¿ £ Í Ÿ`¿.² Á®y!p«fhz2jHldlYfhzHtRi‰£¤l7jH{bf€iheYpqjWf€{h˜ ¡ ² ¢ ¿ £ Í Ä;¿°s l ¥ Ÿ`¿³² ¢ Î&Í ¿ £ Í Ä;¿os«l ¥ Ÿ`¿»Ó Ä ¢ s l ¥ Ÿ ÁÌ¢ ÎBÍ ¿ £ Í Ÿ`¿¤  H ¡ H Ÿ`¿ ² Ä;¿ Ÿ`¿ Ì Ä ¢Ÿ ¢‚¢lYiÀ²ÊÁÂWÃWÃhÆ  ̺ÁYw ¥ p n&p}j ¥ fHzHtvß»àNá Ÿ`¿ö².Ä;¿¤ígÄæw;eYjSk3fhzHtvmdeR“&pqmvp PRtk3noeYs}|Htl7‚­fHzHtvs l ¥ Öbsqp«¡YtsqpqzHlol&kp { ì¡ ² ¢ ¿ £ Í Ä;¿°s l ¥ Ÿ`¿³² ¢ ¿ £ Í Ä;¿°s l ¥ Ä;¿>Ì#Ävs l ¥ Ä ¯š,#°  ±¦  jŠ  3 7
 4 - ZŠ8)&
' Ÿ pq  ÿ tzSenYt{btRtj‰fhzSeRf y!zHtRi€t ¥ tjHlYf†„ … tR{®egi€tlYrS{€tRi€n°egrNs twtR{bfhpqmdegfHpqj ¥ eYsqs ts«t!‚úibt`|HtjS£Rp tR{‰p {%w†|H{bfe mvegf€f€tRi l7‚YZ^ozR bdz_DR STU_ T zT g€˜8äjxe3{hs}p ¥ zWfhs „>m®lYi€t ¥ tjHtRiheYs{€tjH{€twBfhzHt{hem®t‡p {8fbih|Hty!zHtjy¨t‡£ReYjSjHlf8lYrS{btRi€nYt fhzHt ¥ tjHlYf†„ … tR{‚¬|Ssqs „˜ ´ zHt‚¢lYihmdeYsNkHtRihp noeRfhp l7j3l7‚BfHzSp {!p {fhzHt fHzHtRlYi€„l7‚BfhzHtáß#eYs ¥ lYihp fhzSmvwy!zSpq£z—kSeRf€tR{ f€l‡Á²³³YwrN|Hf
_ T zT `8YZ^oz}R bfz}_ y‰eg{ ytsqs`tR{€fheRrNsqp {hzHtk‚úli¨tR{bfhpqmdegfHpqj ¥ §r-mu eYs}s ts tš‚úi€to|HtjS£Rp tR{!‚¢lYitR“&eYm … s tw egf!s«teg{€f x 8„Ytegi€{tegihsqp tRiH˜ Ÿ pqp}  ´ zHt ¥ tjHtRihesN{btRf€Öb| … p {»eg{D‚¢l7sqs lIy{h˜Ôà°tRf€´³rtDfhzHtœe£¤fh|SeYskSegfheøiHeYjSkHl7m n°egihpqegrNs«tR{hwæy3zSpqs t‡u egi€t eYkSkSp fHp l7jSeYs`i€tsqeRf€tk‰iHeYjSkHl7m n°egihpqegrNs«tR{y!zSpq£z2egi€tvjHlYflYrS{btRi€nYtkSw°{€lvfhzHtvsqp ¡Yts}pqzHl`lªkp { · Ÿ ŽI Þ² µO¶ Ÿ  ŒhŽH 5² ¸ µ¸·m¹ ¶ Ÿ ~¦ÂZ ŒhŽH OIH~ ´ zHt—YZ^hrW}\eT R T `a[iR i—\<^ _ `a\<bdc T \ebfS^ ^ [Iwy!zSpq£z—p«{8y!zSeRf8fhzHt‡s l ¥ Öbsqp ¡Yts}pqzHl`lªk y¨lB|Ssqkšr7t{b qDº:T»YZ^o\e[]^ gZT nZp Tu bdzyi[[bdR bf^z{R ^
´‘w;p«{ ¡¼ Ÿ uxÂZ´‘ŒWŽI ‘² s l ¥ µ¸·m¹ ¶ Ÿ ~¦ÂZ ŒhŽI €˜ ´ zHtváß es ¥ lYihp«fhzSm p {3eg{!‚¢l7sqs lIy{ •§öf!£R|Hibi€tj©f … egiheYm®tRfbtRi¨n°eYsq|HtR{šŽXQ áªÖV{€f€t … • £¤l7m … |Hf€t ¡½¼X¼ Ÿ ŽOQYŒWŽI ¦²ÊáN‹ON Ÿ ¡½¼ Ÿ uxÂZ´‘ŒhŽH  " ´²3 ßvÖV{bf€t … • mdeg“ªpqmdpFPRt ¡ ¼X¼ Ÿ ŽXQYŒhŽH ¦y!˜ ih˜ f‰ŽIw°{he„DeRf!Ž²ÊŽ ; ^`UhݖZVPa· Ÿ Ž Í   ˜ · Ÿ ŽXQY €˜ Ÿ pqp}pq  ßx|Ss fhp}jHl7mdpqeYs7£Reg{€t ½SpqjS£¤t ¡ ² Ä;¿°s l ¥ Ÿo¿<wkHtRf€tRihmvpqjSpqj ¥{¡½¼O¼ p {wÅ|H{€f‡e{`|HtR{bfhp l7jølB‚£¤l7m … |Hfhp}j ¥ fhzHttR“ … t£¤f€tk»noesq|HtlB‚öfhzHt £¤l7m … s«tRf€tRÖbkSegfheD£¤l7|Sj©fÄ ¿¥ p«nYtj‡fHzHtx£¤l7|SjWf€{‡eY£¤fh|Sesqs „—lrS{€tRi€nYtk Ÿ áªÖV{bf€t …  €˜À¿ p nYtj2fhzHtR{€tÜ£¤l7m … s«tRf€tRÖbkSegfhe £¤l7|SjWf€{hw¨fhzHtÇmdeR“&pqmvp Pegfhp lBj‡{€fbt … Ÿ ßÖV{€f€t …  £¤l7|SjWf€{fhzHt … i€l … li€fhp l7jH{H˜ ´ yl‘tR“&em … s tR{2y!pqs}smdeg¡YtDfhzSp { £Rs tegibtRi Á  à T Ä%Å  QSUh^—\›PR¶_^»•I^oXY^oUWUWT Ä&^QSZVZV^`ZV^ Ù äj܂ƒeY£¤fHwBy¨t‡kHl7jM«fjHtRtkøfHzHtDá ß5eYs ¥ lihp fhzSm zHtRibtwª{hpqjS£¤tyt‡£ReYj»CNjSkøfhzHtDßxà;á¯kSp i€t£¤fhs „wBrN|Hfvp«f  { ¥ l`lªk f€lD{€tRtDp f!y¨li€¡`{H˜»½S| …S… lY{€t>pqj‘ed{heYm … s tv{hp PRt>Á  3fhzHtRi€t>egi€tvÄ Í ² †Æ lB‚NfHzHtdi€t£¤tR{€{hp«nYtf†„ … t—ÇJǘ ´ zHtfhzHi€tRt ¥ tjHlYf†„ … tR{‡egi€tÇJÇ8wmÇÆeYjSkœÆ Æ!wærN|HfytxkHlÇjHlYf{€tRtfhzHt>£¤l7|SjWf€{l7‚mÇ8Æ(eYjSk6Æ!Æü{hpqjS£¤t>Æ%p { kHl7mdp}jSeYj©ff€lyÇ8˜–ä‚BytvkSpqk3{btRtfhzHtR{€tv£¤l7|SjWf€{hw°Ä eYjSk3Ä „ w°ytyl7|Ssqk3tR{€fhp}mdegf€tJŸ7w`fhzHtv‚¢i€t`|HtjS£¤„2lB‚ÈÇër`„Ÿ x Ä Í Ó»Ä  €í x Ħ˜m7|Hi€fhzHtRihw Š Ÿ ÇÆ " ÇƯliÆ!Æ   ² x Ÿ}Éx Ÿ}É ÓÉ ² Ê {€l á,Ë Ÿ Ä " Ä Ó>Ä „ ² Æ ­  ¦² Æ ­ Ê ½HlDjHlIy £R|Hi€ibtj©f £R|Hi€i€tjWf ÇJÇ ÇÆ Æ!Æ jHtRy Ÿ ʲ x Ÿ}ÉIí Ÿ x Ÿ}É ÓÉ   Ä Í ² †Æ Ä Ó»Ä „ ² Æ ­ Ÿv² Ÿ x Ä Í Ó»Ä  €í x Ä Y˜  Y˜ ÆÆ ³ †Æ ­ x ˜ Æ ³ x Á˜ †† Y˜  ³ † Y˜  ³ † Y˜1³ x ² †Æ ­ Æ ˜ Æ ­ Á³˜ †Æ Y˜  ² † Y˜  ² † Y˜1³ ­  †Æ ­ ³Y˜ ÆÆ Á Æ ˜ † ­ Y˜  ²Ì Y˜  ²Ì Y˜1³ ­ ² †Æ ­ ³Y˜Í²YÁ Á Æ ˜1 ² Y˜ Æ  Y˜ Æ  Y˜1³  †Æ ­ ÌY˜Í  Á Æ ˜1  Y˜ Æ  à Ä%Å  QSUW^—\7› K]=€Î ù–ZV\&\&] Pl;”¦^oU ´ zHt®£Reg{€t¦l7‚o§r-mu‘rNs l`lªkžf†„ … tR{p«{kSp i€t£¤fhs«„eYjSes l ¥ l7|H{HwbrN|HfžzHtRi€ty¨tm|H{€f … egi€fhp fHp l7j rlYfhz¨fHzHtJÇ … zHtjHlYf†„ … t pqjWf€lÏÇrÇ eYjSkÐÇJÑ weYjSk6fhzHtÇÆ … zHtjHlf¤„ … tKpqj©fbl Æ!ÆeYjSkÊÆÑ!˜ÒujS£¤tÜfhzHtÔ£¤l7|SjWf€{Üegi€t … egibfhp fhp lBjHtkSw eY£R£¤lYiHkSpqj ¥ f€lD£R|Hi€i€tjWftR{€fhpqmvegf€tR{l7‚;eYs}s ts tš‚úi€to|HtjS£Rp tR{hwSfhzHtvjHtRyÊtR{€fhp}mdegf€tl7‚°fhzHt.ÇeYsqs«ts t‚¢i€to|HtjS£¤„]Ÿ‡p { Ê«Ó}ÓšÓ Ÿ ÊrӏԚӗʫӏÕ8 €í x wSejSk‰fhzHt3jHtRyëtR{€fhp}mdegf€tl7‚YfhzHtÆeYsqs«ts t‰‚úi€to|HtjS£¤„—Ép {ÖÊ«Õ×ÕšÓ Ÿ ÊrÕÈÔ3ÓØÊrӏÕ8 €í x ˜ Ù tRi€tfhzHt!áß%eYs ¥ lihp fhzSmÊp«{pqjd‚¬eY£¤f¦l7jHtl7‚fhzHtteg{hp tR{€f¦y‰e„o{¦f€l ¥ tRf fHzHt!ßxà;á ˜MÚöt£Resqsqw-–tRihjH{bf€tpqj®{hem … s tk  x pqjSkSp«n&pqkS|Ses {hw&eYjSkšibt … lYi€fbtk2‚úi€to|HtjS£Rp tR{l7‚°fhzHtø‚úlB|Hif†„ … tR{
Y˜ ­ xx w Y˜ x Æ w} Y˜1 ³́wBejSk] Y˜ x ² ­ ˜ £R|Hi€ibtj©fn°eYsq|HtR{ ÇJÇ ÇJÑ Æ!Æ Æ
Ñ ÇÆ ÑÑ jHtRyn°eYsq|HtR{ Ÿ É OÛË Ü OÛ OÛÝ Ü OÛ Ê«ÓÜ²Þ Yà ­ xx Ê«ÕÇ²Þ Yà x Æ ÊrÓÕ ÊrÔ/Ô Ÿ ɲ#Ê ÓÓ ÓÊ ÓÔ ²ÞÊ Õ×Õ ÓÊ Õ×Ô ²# Ã1 ³Ì ²# Yà x ² ­ Y˜ † ˜ † ˜1³ † Y˜1³ † Y˜qÁÁ  Y˜ † ³ ˜1 ÂÆ Y˜qÁ  Y˜1 ³Ì Y˜ x ² ­ ˜ † Ì Y˜qÁ³ Y˜ † Ì Y˜}Á³ ˜1³³ Y˜1Ì Æ Y˜1 ² Æ Y˜ †xÆ ˜1 x ² Y˜qÁ³³ Y˜1 ³Ì Y˜ x ² ­ ˜ x ²Ì Y˜qÁ ÂÆ Y˜ x ²Ì Y˜}Á ÂÆ ˜1³² Y˜1̳ Y˜1 ²YÁ Y˜ †† Á ˜1 xÆ Y˜qÁÌ Y˜1 ³Ì Y˜ x ² ­ ˜ x ²  Y˜qÁ  Y˜ x ²  Y˜}Á  ˜1³² Y˜1ÌÌ Y˜1 ̲ Y˜ ††† ˜1 x Y˜qÁ́Á Y˜1 ³Ì Y˜ x ² ­ ˜ x ²  Y˜qÁ  u¨nYtRi_fhzHt‰p f€tRiheRfhp l7jH{hwfhzHt‰s l ¥ Öbsqp ¡Yts}pqzHl`lªkH{æp {žÌ Æ Ì³YÃqÁ x ­ x wIÌ Æx ́Ã1²²²YÁwYÌ Æx ³Yà ÂÆ ² † wÌ Æx ³Yà ÂxÆx wIÌ Æx ³Ã Âx ­ Æ ˜ Æ