>ŝƐƚŽĨWƌŽĨĞƐƐŝŽŶĂůŶŐŝŶĞĞƌƐ;ϭƐƚƉƌŝůϮϬϭϳͿ EĂŵĞ ŽŶƚĂĐƚΘŵĂŝů ŵƉůŽLJĞƌ Z/E^dtZd:K,E/>>/E',hZ^d EŽĚĂƚĂĨŽƵŶĚ tKZ>zWZ^KE^Wd>d ϭϭϭ^KDZ^dZK ηϭϮͲϬϱWKtZh/>/E' ^/E'WKZϮϯϴϭϲϰ 'h^Z/dKEK dĞů͗ϲϮϵϵϮϰϲϲ ͲŵĂŝů͗ŐƵƐ͘ZŝĂƚŽŶŽΛĂĞĐŽŵ͘ĐŽŵ KD^/E'WKZWd>d ϯϬϬ,ZK ηϬϯͲϬϬd,KEKhZ^ ^/E'WKZϭϵϵϱϱϱ EZ^dhDE'E d>͗ϲϴϲϭϴϵϯϮ /WWd>d ϲW/KEZ^dKZϭ ^/E'WKZϲϮϴϰϭϴ dĞů͗ϲϰϱϱϲϯϲϲ E'/EZ/E'KE^h>dEd^ ><ϯϰϮE'DK</Ksϭ ηϬϯͲϭϱϲϭ ^/E'WKZϱϲϬϯϰϮ E',E'>/E dĞů͗ϲϮϲϳϴϮϬϴ :hZKE'KE^h>dEd^Wd>d ϴ:hZKE'dKtE,>>Z ηϬϴͲϬϬd,:d^hDD/d ^/E'WKZϲϬϵϰϯϰ E',KKE,E' dĞů͗ϲϰϴϭϬϱϬϭ EKϮϬ>/>t>< ^/E'WKZϴϬϴϭϱϯ E',KKE<d dĞů͗ϴϭϴϬϬϬϮϵ &Ădž͗ϲϳϳϰϲϳϴϭ ŵĂŝů͗ĐŚŽŽŶŬĞĂƚ͘ĂŶŐΛƉƌŽƐƚƌƵĐƚ͘ĐŽŵ͘ƐŐ WZKd<^dZhdhZ>KE^h>dEd^ ϭϮt^dK^dt>< ηϬϮͲϬϯt^dK^dZZd/KEEdZ ^/E'WKZϭϮϳϭϱϳ E'd,/E,/E͕DZd/E;ZͿ dĞů͗ϲϮϮϬϯϯϳϳ ,hE,/EZ>dz ϲϴhydKEZKϰd,&>KKZ d^EdZ ^/E'WKZϬϴϵϱϮϳ E'd,/E^KK;ZͿ dĞů͗ϲϮϮϬϯϯϳϳ E'd,/E^KKΘWZdEZ ϲϴhydKEZ ^/E'WKZϬϴϵϱϮϳ h^KKE&dd dĞů͗ϲϰϲϯϯϵϳϵ ϲϳ^hE^dtz ηϬϰͲϮϱ&Z^/tKK^ ^/E'WKZϱϵϳϬϵϮ tKKE>KE' dĞů͗ϵϳϯϰϭϱϯϴ &Ădž͗ϲϳϰϳϯϰϳϰ ŵĂŝů͗ŶůĞŽŶŐΛĂďů͘ĐŽŵ͘ƐŐ >KE^h>dEd^ ϴϬ'Ed/E'>E ηϬϰͲϬϴZhz/Eh^dZ/>KDW>y;'Ed/E'>K<Ϳ ^/E'WKZϯϰϵϱϲϱ E'KKE</E dĞů͗ϲϳϰϰϯϬϮϵ &Ădž͗ϲϳϰϰϯϬϵϮ ŵĂŝů͗ĂnjĨĂĐƐĐΛĂnjĨĂĐŽŶƐƵůƚĂŶƚ͘ĐŽŵ͘ƐŐ &KE^h>dEd Ϯ:KK,/dZK ηϬϯͲϭϭϯϭ:KK,/dKDW>y ^/E'WKZϰϮϬϬϬϮ dĞů͗ϲϳϯϳϳϱϰϰ Z^WZ,/dd^W>EEZ^ΘE'/EZ^;WdͿ>d ϭϱ^Kdd^ZK ηϬϳͲϬϬd,KE'd<h/>/E' ^/E'WKZϮϮϴϮϭϴ dĞů͗ϲϳϰϮϭϴϮϮ Z^KE^h>dEd^ ϰϵϲ;ϮE^dKZzͿ ^/D^s ^/E'WKZϯϴϳϱϲϰ KE'z//E'^/KE' dĞů͗ϲϳϯϴϰϬϮϮyϮϯϭ /EE/><Θsd,;^ͿWd>d ϯϵϬ,s>K<ZK ηϬϰͲϬϭ</E'Ζ^EdZ ^/E'WKZϭϲϵϲϲϮ h/::>/Λh/> dĞů͗ϲϮϳϯϱϮϱϱ ŵĂŝů͗ďƵĚŝ͘ůĞĞΛŵĞŝŶŚĂƌĚƚŐƌŽƵƉ͘ĐŽŵ D/E,Zd;^/E'WKZͿWd>d ϭϲϴ:>Eh</dDZ, ηϬϵͲϬϭ ^/E'WKZϭϱϬϭϲϴ dĞů͗ϲϰϰϭϬϵϵϮ ^^KE^h>d/E'E'/EZ^ Wd><ϲDZ/Es/^d ηϭϰͲϮϭEWdhEKhZd ^/E'WKZϰϰϵϬϯϬ ,/</DWK, dĞů͗ϲϮϴϲϴϯϳϳ <W,/E'/EZ/E'ΘDE'DEdKE^h>dEd^ ><ϮϬϰ,Kh'E'^dZdϮϭ ηϬϯͲϭϭϳ ^/E'WKZϱϯϬϮϬϰ ,E,,KKE dĞů͗ϲϮϱϮϱϱϬϮͬϵϭϳϯϳϴϳϲ ͲŵĂŝů͗ĐŚĂŶΛĐĂƐƚĞůůŽͲĐŽŶƐƵůƚĂŶƚ͘ĐŽŵ ^d>>KKE^h>dEd ϳ'D^Z^Ed ηϬϵͲϭϲZ<Λ'D^ ^/E'WKZϳϱϳϬϴϳ ,E,Z>/ dĞů͗ϲϮϱϬϱϳϬϬ ,E,Z>/KE^h>d/E'E'/EZ^ ϲϬ'Ed>ZK ^/E'WKZϯϬϵϭϴϰ ,E,h,/E͕WdZ dĞů͗ϲϮϱϰϯϯϲϴ &Ădž͗ϲϮϱϰϯϱϮϭ ^/'E^dZhdE'/EZ/E'KE^h>dEd^ ><ϭd,KD^KEZK ηϬϰͲϯϯϬ'>^d/Z,/>>^,KWW/E'EdZ ^/E'WKZϯϬϬϬϬϭ ,Et:/E dĞů͗ϲϱϯϯϲϳϴϴ &Ădž͗ϲϱϯϲϬϮϮϵ ŵĂŝů͗ĂĚŵŝŶΛĞĐĂƐĞũ͘ĐŽŵ ^Ͳ:KE^h>dEd^Wd>d ϭϲ:>E</>E' ηϬϯͲϬϭ,K/,hWh/>/E' ^/E'WKZϭϱϵϰϭϲ dĞů͗ϲϳϯϮϰϮϰϵ &,EKE^h>d/E'E'/EZ^ ϭϰDKhEd>/d, ηϮϱͲϬϯ>/d,dKtZ^ ^/E'WKZϮϮϴϱϭϮ //EDE/:E ,^t,/t Kz,KKE'&dd />^^/EEhZ/ ,E&KK<,Kz ^/E'WKZϮϮϴϱϭϮ dĞů͗ϲϮϵϱϭϵϲϲ h'E,>,E^^K/d^ ϱϮ,KZEZ ηϬϯͲϬϭ ^/E'WKZϮϬϵϬϳϭ ,E,KE, dĞů͗ϲϮϵϲϲϮϭϭ ZzDKE,,EΘ^^K/d^ ϯϳϭ,ZK ηϬϮͲϯϲ<zWK/Ed ^/E'WKZϭϵϵϱϵϳ ,E<K,dh< dĞů͗ϲϮϮϳϬϮϮϳ &/,dEZ;^/ͿKE^h>d/E'Wd>d ϯϲhydKE,/>> ^/E'WKZϬϴϵϲϭϰ ,E<K<^/KE' dĞů͗ϲϯϳϳϵϳϬϬ D/E,Zd/E&Z^dZhdhZWd>d ϭϴ^/ED/E'>E ηϬϲͲϭϯD/s/t/dz ^/E'WKZϱϳϯϵϲϬ ,E<hE,K:ZKD dĞů͗ϵϴϳϳϭϳϯϱͬϲϴϵϮϵϯϴϮ &Ădž͗ϲϴϵϲϴϲϴϵ ŵĂŝů͗ũĞƌŽŵĞΛůƌϮũ͘ĐŽŵ >ZϮ:KE^h>d/E'E'/EZ^ ϰϴ,/>>s/tdZZ ηϬϰͲϬϯ,/>>s/th/>/E' ^/E'WKZϲϲϵϮϲϵ ,E^E'd, dĞů͗ϵϴϱϯϲϴϭϭ &Ădž͗ϲϮϳϴϴϲϴϵ ŵĂŝů͗ĞƌŝĐΛƐƚĞĐ͘ĐŽŵ͘ƐŐ ^dKE^h>dEd^ ><ϭϮϱh</dDZ,>Eϭ ηϬϰͲϭϲϰ ^/E'WKZϭϱϬϭϮϱ dĞů͗ϲϯϯϵϰϭϲϵ d^/EΘ^^K/d^ EK͘ϭ^KW,/ZK ηϬϱͲϬϳWEdZ ^/E'WKZϮϮϴϭϰϵ dĞů͗ϲϮϳϯϳϮϮϳ tDKE^h>d/E'E'/EZ^ ><ϭϲϱdDZ,dZ ηϬϲͲϯϲϳϱͬϳϳ ^/E'WKZϭϱϬϭϲϱ dĞů͗ϲϱϲϵϬϲϯϲ tz,EKE^h>dEd^ ><ϭϯϭ ηϬϯͲϮϲϯ:hZKE'^d^dZdϭϯ ^/E'WKZϲϬϬϭϯϭ dĞů͗ϲϯϱϴϯϲϱϲ z&,EKE^h>d/E'E'/EZ^ ϯϱ:>EWD/DW/E ηϬϴͲϬϬt'DKhEd/Eh^dZ/>h/>/E' ^/E'WKZϱϳϳϭϳϲ dĞů͗ϵϲϴϲϯϴϲϴ ,EKE^h>dEd^ ><ϮϭϮ ηϭϲͲϮϴϵ:hZKE'^d^dϮϭ ^/E'WKZϲϬϬϮϭϮ ,E,E>KKE ,Edh<,KE' ,Et/DhE ,Et/zKE' ,Ezt&/ ,EzzE ,Ezt>/E' dĞů͗ϲϳϰϴϳϳϰϰ DWKE^h>d/E'E'/EZ^ ϴϰϱ'z>E'Z ηϬϰͲϭϯdE:KE'<dKE'KDW>y ,Ezt>/E' dĞů͗ϲϳϰϴϳϳϰϰ ,E',KKEDE' dĞů͗ϵϳϳϬϵϴϴϴͬϲϳϬϮϰϰϮϴ ŵĂŝů͗ĐŚĂŶŐ͘ĐŚŽŽŶ͘ŵĞŶŐΛŶŝĐĞ͘ƐŐ E//E&h^/KE/s/>E'/EZ^ ϴϭh/sEhϰ ηϭϬͲϬϰh͘KE ^/E'WKZϰϬϴϴϯϬ ,KdKEdKEz,/ dĞů͗ϲϴϲϮϯϵϮϮ ĞŵĂŝů͗ƚŽŶLJĐƚĐŚŝΛLJĂŚŽŽ͘ĐŽŵ ,/Θ^^K/d^Wd>d ϱdh^sEhϭϯ ^/E'WKZϲϯϴϵϳϳ dĞů͗ϲϯϰϮϰϭϱϰ >EdZE^WKZdhd,KZ/dz ϭ,DW^,/ZZK ^/E'WKZϮϭϵϰϮϴ ,E':EKKE dĞů͗ϲϰϴϮϰϬϵϳ /EdZͲ^z^dDKE^h>dEd^ EKϯϮE'DK</KWZ<Ϯ ηϬϰͲϬϱ^/E'/Eh^dZ/>KDW>y ^/E'WKZϱϲϵϱϭϬ ,E'zt< dĞů͗ϲϮϲϱϲϳϲϲ &Ădž͗ϲϮϴϭϳϭϱϭ ŵĂŝů͗ĂĚŵŝŶΛũƉƌŽĐĞ͘ĐŽŵ :͘WZKKE^h>d/E'E'/EZ^>>W ϭϲϭ,Kh'E'^dϭϭ ηϬϲͲϲϳ ^/E'WKZϱϯϬϭϲϭ dĞů͗ϲϮϮϬϰϯϭϬ >E'WZdEZ^,/WKE^h>d/E'E'/EZ^ ϮϰW<^,^d ηϬϴͲϬϯE,^KE^>' ^/E'WKZϬϳϵϯϭϰ ,</EtE'ZzDKE dĞů͗ϲϯϯϲϬϯϬϯ ΘKd,EK>K'/^ ϭϭϭEKZd,Z/'ZK ηϮϭͲϬϭ ^/E'WKZϭϳϵϬϵϴ ,^,KE'ZKE dĞů͗ϵϬϲϮϳϰϮϱ ŵĂŝů͗ĐƐĐϰϳϮϴΛŐŵĂŝů͘ĐŽŵ ^͘͘,KE^h>d/E'E'/EZ^ ϱϭ^ZZK ^/E'WKZϰϴϳϰϴϭ ,^td<^/DKE dĞů͗ϲϮϳϯϯϯϭϭ DWZ^^ZΘDĐ</EdZEd/KE>;^ͿWd>d ϭDZ/d/D^YhZ ηϬϵͲϱϬtKZ>dZEdZ ^/E'WKZϬϵϵϮϱϯ ,E'hE'D/E' dĞů͗ϵϭϱϵϬϰϴϲͬϲϲϬϰϴϱϴϴ &Ădž͗ϲϲϬϰϵϵϲϵ ŵĂŝů͗ĐŚĞŶŐŵΛĐŐŵĐŽŶƐƵůƚĂŶƚƐ͘ĐŽŵ 'DE'/EZ/E'KE^h>dEd^ ϴϭh/sEhϰ ηϬϲͲϬϱh͘KEh/>/E' ^/E'WKZϰϬϴϴϯϬ ,E,K dĞů͗ϲϳϰϳϲϵϬϬ &Ădž͗ϲϳϰϳϴϴϱϮ ŵĂŝů͗ĐŚĞŶŚĂŽΛĞŶŐŝŶĞĞƌƐϮϬϬϮ͘ĐŽŵ E'/EZ^ϮϬϬϮ;WdͿ Ϯϲϱ^ZE'KKEEdZ>Z/s ηϬϮͲϮϳϯ ^/E'WKZϱϱϬϮϲϱ ,,<,E ,<E'zD ηϬϰͲϭϯdE:KE'<dKE'KDW>y ^/E'WKZϰϬϬϴϰϱ E'ΘKE'KE^h>dEd^Wd>d dĞů͗ϲϰϱϵϱϰϯϴ &Ădž͗ϲϰϱϵϱϮϲϳ E'ΘKE'KE^h>dEd^Wd>d Ϯϴ^/ED/E'>E ηϬϳͲϭϯϳ ^/E'WKZϱϳϯϵϳϮ dĞů͗ϲϮϯϱϴϯϯϯ ϯ,WZ,/dd^Wd>d ><ϭϲϮh</dDZ,EdZ> ηϬϰͲϯϱϱϱ ^/E'WKZϭϱϬϭϲϮ dĞů͗ϲϰϱϰϳϭϰϴ <,,EKE^h>d/E'E'/EZ^ ><ϲϬϵ͕E'DK</KsEhϰ ηϬϰͲϭϭϲϳ ^/E'WKZϱϲϬϲϬϵ dĞů͗ϲϮϳϯϮϵϴϴ KE^h>d/E'E'/EZ^ ><ϭϮϱ͕h</dDZ,>Eϭ ηϬϯͲϭϲϲ ^/E'WKZϭϱϬϭϮϱ dĞů͗ϲϮϮϲϬϴϮϴ ΘsKE^h>dEd^>>W ϮϬDyt>>ZK ηϬϵͲϬϰͬϬϱDyt>>,Kh^ ^/E'WKZϬϲϵϭϭϯ ,E'Whz>/E' dĞů͗ϲϯϱϯϯϯϮϬ :^dEΘ^^K/d^ ϭd,KD^KEZK ϬϰͲϯϰϮ&>^d/Z^,KWW/E',/>>EdZ ^/E'WKZϯϬϬϬϬϭ ,E'^KK<D/<ZE dĞů͗ϵϴϱϮϰϲϴϮͬϲϳϯϰϬϳϮϯͬϲϳϯϰϬϳϯϯ &Ădž͗ϲϳϯϰϬϮϯϮ ŵĂŝů͗ŬĂƌĞŶ͘ĐŚĞŶŐΛƐĐĐŽŶƐƵůƚ͘ƐŐ ^KE^h>dEd^Θ^^K/d^ ><Ϯϴ^/ED/E'>E ηϬϲͲϭϰϴ͕D/s/t/dz ^/E'WKZϱϳϯϵϳϮ dĞů͗ϲϱϲϱϵϭϭϬ /dz/EdZEd/KE>E'/EZ^ ϳϭh</ddK<Z^Ed ηϬϱͲϬϰ ^/E'WKZϲϱϴϬϳϭ dĞů͗ϲϰϴϰϮϮϮϮ KEKZWKZd/KE>d ϮE'DK</K^dZdϲϰ E'DK</K/Eh^dZ/>WZ<ϯ ^/E'WKZϱϲϵϬϴϰ ,hE't/dK dĞů͗ϲϯϯϰϯϴϴϬ ,zZKE^h>d/E'Wd>d ϲϬ>Zd^dZd ηϭϭͲϬϬ>ZdKDW>y ^/E'WKZϭϴϵϵϲϵ ,t<,<,E dĞů͗ϲϮϮϭϭϮϭϮ &Ădž͗ϲϮϮϭϭϭϭϮ D^E'/EZ/E'ΘDE'DEdKE^h>dEd^ ϳϲW>z&/ZZK ηϬϰͲϬϰ>,<Ϯh/>/E' ^/E'WKZϯϲϳϵϵϲ ,td/^KKE͕^dsE dĞů͗ϲϴϳϮϯϰϭϭ ŵĂŝů͗ƉƐŝΛŚĐĞ͘ƐŐ ,Zs^dKE^h>d/E'E'/EZ^>>W ϭϵϰWEE>KKW ηϬϳͲϭϵ͕WEd,h^/E^^,h ^/E'WKZϭϮϴϯϴϯ ,E,ZE^,E ,E,hE' ,E<hE,KKE' ,E',,/ ,E'</D,t ,E'dd< ,hE'<D,KE' dĞů͗ϵϲϭϴϯϵϴϱ Z'/KE>>ZD'dKE^h>dEzΘ^Zs/^ ϵ:>E^/EdE ^/E'WKZϮϲϴϮϰϴ dĞů͗ϲϳϰϯϱϮϭϮ zEKE^h>dEd^ ϱϭϬ'z>E'ZK ηϬϯͲϬϰ ^/E'WKZϯϴϵϰϲϲ ,/<z,hZK/E dĞů͗ϲϳϰϮϭϴϮϮ Z^KE^h>dEd^ ϰϵϲ;ϮE^dKZzͿ ^/D^sEh ^/E'WKZϯϴϳϱϲϰ ,/WdZ dĞů͗ϲϮϯϱϴϱϬϬ ϭϬϱ/ZE,/>>/Z> ηϭϰͲϭϭϭ ^/E'WKZϮϮϵϴϭϬ ,/^,h^/E dĞů͗ϲϮϰϭϯϬϴϮ &Ădž͗ϲϮϰϮϬϴϭ ϴ:>EWZ^ ^/E'WKZϰϭϴϴϲϭ dĞů͗ϲϰϯϴϱϲϲϱ WDZEDĐ>>>EWd>d ϯϬϬ,ZK ηϬϰͲϬϬd,KEKhZ^ ^/E'WKZϭϵϵϱϱϱ dĞů͗ϲϳϳϲϱϰϮϳ ϭϮϯKE^h>dEd^ ><ϭϭϴηϭϰͲϵϵ >DEd/^dZdϭϯ ^/E'WKZϭϮϬϭϭϴ ,/thDK< dĞů͗ϲϳϰϯϱϮϭϮ zEKE^h>dEd^ ϱϭϬ'z>E'ZK ηϬϯͲϬϰ ^/E'WKZϯϴϵϰϲϲ ,/E',E'DE' dĞů͗ϵϳϯϵϭϴϬϬ ŵĂŝů͗ƐƚĞůůĂŚŵΛŐŵĂŝů͘ĐŽŵ KE^h>dEd^hE/d Ϯϳϭh</dd/D,ZK ηϬϯͲϬϱ>DKZ>W> ^/E'WKZϮϱϵϳϬϴ dĞů͗ϲϮϲϲϭϴϮϳ K^hE/d ϰ,EZZK ηϬϭͲϬϰ ^/E'WKZϭϭϳϲϴϴ dĞů͗ϲϰϲϮϮϯϴϲ ,/E'Θ^^K/d^ ϭϳϬhWWZh</dd/D,ZK ηϬϱͲϮϲdd/D,^,KWW/E'EdZ ^/E'WKZϱϴϴϭϳϵ dĞů͗ϵϬϬϱϲϲϰϮ ''/^E'/EZ/E'^Zs/^ ><ϳϭϮηϬϯͲϰϬϱϴ E'DK</KsEhϲ ^/E'WKZϱϲϭϳϭϮ ,tzE<E ,/,/EzE ,/t,<D ,/t/DhE ,/E'<,KKE,KE' ,/E'</E'th ,/E,t/ ^/E'WKZϱϲϭϳϭϮ dĞů͗ϲϯϴϮϯϱϱϵ '<D,/EKE^h>d/E'E'/EZ^ ϭϴ>KZKE''D/Z ^/E'WKZϱϯϲϱϵϵ ,/E<td&,͕d/DKd,z dĞů͗ϲϮϱϯϯϱϮϭ ^DϭE'/EZ^Wd>d ><Ϯ>^d/ZZK ηϬϰͲϲϱϵ ^/E'WKZϯϮϬϬϬϮ ,/d>ZKK'<^,sDhZd,z dĞů͗ϲϰϭϵϴϱϬϭ &Ădž͗ϲϮϳϱϮϳϳϲ <DKE^h>dEd^Wd>d ϮϬ^/EWZ<ZK ηϬϯͲϬϭd>d,WZ< ^/E'WKZϭϭϳϲϳϰ ,KE',E',KKE' dĞů͗ϵϬϲϵϭϮϰϯ ŵĂŝů͗ĐĐĐŚŽŶŐΛƐŝŶŐŶĞƚ͘ĐŽŵ͘ƐŐ ^/'EΘKE^h>dEz ><ϳϰηϭϭͲϮϵϵ d>K<>E',,/',d^ ^/E'WKZϭϬϬϬϳϰ ,/E</EDE'Λ,/E</Edd :hZKE'KE^h>dEd^ ϴ͕:hZKE'dKtE,>>ZK ηϬϴͲϬϬd,:d^hDD/d ^/E'WKZϲϬϵϰϯϰ ,KE',t> dĞů͗ϲϮϲϳϴϮϯϰ ͲŵĂŝů͗ĐŚĞǁůĞĞ͘ĐŚŽŶŐΛũƵƌŽŶŐ͘ĐŽŵ ,KE'E'd/<<EEEd, dĞů͗dĞů͗ϲϮϳϯϭϴϴϵ &Ădž͗ϲϮϳϯϯϭϴϴ ŵĂŝů͗ƐƚĞĞŶΛƐŝŶŐŶĞƚ͘ĐŽŵ͘ƐŐ ^dEKE^h>dEd^Wd>d ><ϭϲϮ ηϬϳͲϯϱϱϱ͕h</dDZ,EdZ> ^/E'WKZϭϱϬϭϲϮ ,KE'<^E dĞů͗ϲϮϳϱϵϬϬϬ E'/EZ^ϵϬϬϬWd>d Ϯϭϭ,EZ^KEZK ηϭϮͲϬϭ,EZ^KE/Eh^dZ/>WZ< ^/E'WKZϭϱϵϱϱϮ ,KE'<E't dĞů͗ϲϳϰϴϲϴϵϲ &Ădž͗ϲϳϰϯϵϱϱϰ ŵĂŝů͗ĂĚŵŝŶΛƉĐŽŶƐŽƌƚŝƵŵ͘ĐŽŵ WZKDWdE'/EZ/E'KE^h>dEd^Wd>d ϱϬϵ'z>E'ZK ^/E'WKZϯϴϵϰϲϱ ,KE'</DE'ZKEE/ dĞů͗ϲϮϮϱϳϭϮϴ ZKEE/Θ<K,WZdEZ^,/W ϭϱE''KZ^dZd ηϬϴͲϬϮZ>dzEdZ ^/E'WKZϬϳϵϳϭϲ ,KE'<KzD/E dĞů͗ϲϮϳϭϴϮϴϵ &Ădž͗ϲϮϳϭϴϮϴϵ E'/EZ^/EKZWKZd ϮϬϯ,EZ^KEZK ηϬϰͲϬϯ ^/E'WKZϭϱϵϱϰϲ ,KE'^E'>/ dĞů͗ϲϯϵϲϬϬϱϱ &Ădž͗ϲϯϵϲϬϱϱϱ ŵĂŝů͗ũƉůΛƉĂĐŝĨŝĐ͘ŶĞƚ͘ƐŐ :W>KE^h>dEd^ ϯϯDhZK ηϬϯͲϬϭ͕zdh/>/E' ^/E'WKZϮϬϴϯϰϰ ,KE'^,/E</E dĞů͗ϲϯϵϮϴϰϱϱ ,KE'^,/E</E ϵϵϲEDZZK ηϬϲͲϬϴ ,KE'^,/E</E dĞů͗ϲϯϵϮϴϰϱϱ ηϬϲͲϬϴ ^/E'WKZϯϴϵϴϯϴ dĞů͗ϲϳϰϰϬϴϬϱ ,KE'E'/EZ/E'KE^h>dEd^ ><ϭϬϭϱ ηϬϮͲϭϬϯ͕'z>E'^dsEhϯ ^/E'WKZϯϴϵϳϯϬ dĞů͗ϲϳϯϯϮϴϮϮ >>'ZEWZKWZd/^>d ϭ</D^E'WZKDE ηϬϱͲϬϮ͕'ZdtKZ>/dzK&&/WK/hD ^/E'WKZϮϯϳϵϵϰ ,KK</Dd,KE' dĞů͗ϲϳϰϳϲϵϬϬ Dͬ^E'/EZ^ϮϬϬϮWd>d ϲϳh/Z^Ed ηϬϲͲϬϯͬϬϰd,E/Yh^EdZ ^/E'WKZϰϬϴϱϲϬ ,KK<KK/zKKE^dW,E dĞů͗ϵϲϯϭϯϬϵϰ ϭϮ,Zd&KZZK ^/E'WKZϮϭϵϰϬϮ dĞů͗ϲϰϲϲϴϲϳϳ d,E'/EZ^K>>KZd/s>>W ϭϳϬhWWZh</dd/D,ZK ηϭϱͲϬϭ͕h</dd/D,^,KWW/E'EdZ ^/E'WKZϱϴϴϭϳϵ dĞů͗ϲϮϵϮϭϰϯϲ ^>,KtΘ^^K/d^ ϲϬϬϭ,Z ηϭϯͲϭϬ͕'K>ED/>dKtZ ^/E'WKZϭϵϵϱϴϵ ,ht/dh< dĞů͗ϲϮϱϲϱϴϵϴ '>dE'/EZ^Wd ϱϭϵ>^d/ZZK ηϬϰͲϬϭ>^hEd/Z ^/E'WKZϱϯϬϱϮϮ ,hzd^hE dĞů͗ϲϮϮϮϬϲϲϵ ,KE'Θ>KE^h>dEd^ ϮϯEdKEDEdZK ^/E'WKZϬϴϵϳϰϯ dĞů͗ϲϳϯϳϳϱϰϰ Z^WZ,/dd^W>EEZ^ΘE'/EZ^;WdͿ>d ϭϱ^Kdd^ZK ηϬϳͲϬϬd,KE'd<>' ^/E'WKZϮϮϴϮϭϴ ,h,K<E' dĞů͗ϵϳϵϱϲϴϲϵͬϲϮϵϴϮϰϲϴ ^z^dZhdE'/EZ/E'KE^h>dEd^ ϵ^>'/ZK ηϭϬͲϮϰ ^/E'WKZϭϴϵϬϬϵ ,h<K<^E' dĞů͗ϲϮϰϴϭϬϴϲ &Ădž͗ϲϮϰϴϭϮϴϰ ŵĂŝů͗ĐŚƵĂŬƐΛƐƵƌďĂŶĂ͘ĐŽŵ ^hZE/EdZEd/KE>^Wd>d ϭϲϴ:>Eh</dDZ,^hZEKE ^/E'WKZϭϱϬϭϲϴ ,KE'^KK<<,hE ,KK,KKEZt ,Kt'zKE' ,Kt^t>/E' ,h,/Kt,z <zE'/EZ/E'KE^h>dEd^ ,h<KE'zKt/> dĞů͗ϲϰϳϰϰϳϬϰ <zE'/EZ/E'KE^h>dEd^ ϭϱϭͲ,</E'Ζ^Z ηϬϵͲϯϯ&ZZZKhZd ^/E'WKZϮϲϴϭϲϱ ,h>,E dĞů͗ϲϯϰϴϯϯϰϬ &Ădž͗ϲϯϰϴϯϯϰϭ >,hKE^h>d/E'E'/EZ^ ϴϲϱDKhEdddEZK ηϬϱͲϬϱ<dKE'^,KWW/E'EdZ ^/E'WKZϰϯϳϴϰϰ ,hdKE'^E' dĞů͗ϲϮϲϮϲϮϳϴ ϮdE:KE'WE:hZhZ^Ed ^/E'WKZϲϬϴϵϲϴ dĞů͗ϲϮϵϲϮϵϲϴ W>/DΘWZdEZ ϯϱϮͲ</E''KZ'Ζ^sEh </E''KZ'Ζ^h/>/E' ^/E'WKZϮϬϴϱϴϬ dĞů͗ϲϮϲϳϴϰϭϴ :hZKE'KE^h>dEd^Wd>d ϴ:hZKE'dKtE,>>ZK ηϬϴͲϬϬd,:d^hDD/d ^/E'WKZϲϬϵϰϯϰ ,h,dKE',/ dĞů͗ϲϯϯϴϮϯϴϲ d͘,͘,h,ΘWZdEZ^ ϭϵϬD/>Z ηϭϭͲϬϰͬϬϰ͕&KZdhEdZ ^/E'WKZϭϴϴϵϳϵ ,hE'DhEKE dĞů͗ϵϮϯϴϵϮϵϯ :͘DKEEKE^h>d/E'E'/EZ^ ϳt^dK^d'ZKs ^/E'WKZϭϮϳϴϭϴ K>/EZhd,KD^ dĞů͗ϲϮϱϵϭϯϯϮ K>dKE^h>dEd^ ϭ&/&d,sEh ηϬϰͲϬϰͬϬϱ'hd,Z/,Kh^ ^/E'WKZϮϲϴϴϬϮ ^KE'KZ,KZsd, dĞů͗ϲϮϵϵϮϱϱϮ ϯϭDZ/'ZK ^/E'WKZϮϭϵϳϭϰ E/>ZhDh'D'hE^>E dĞů͗ϲϯϯϰϰϭϳϴ 'KE^h>d/E'E'/EZ^ ϭ^>'/ZK ηϬϰͲϬϯWZ/EdZ ^/E'WKZϭϴϴϯϬϲ K/,Kz dĞů͗ϲϯϰϮϭϵϲϱ K/,KzΘ^^K/d^ ϰϬϴ:KK,/dZK ^/E'WKZϰϮϳϲϯϱ dĞů͗ϲϮϳϯϮϵϴϴ KE^h>d/E'E'/EZ^ ><ϭϮϱh</dDZ,>Eϭ ηϬϯͲϭϲϲ ^/E'WKZϭϱϬϭϮϱ ,hzt,/E ,h,^E'' /K,K<^/E' dĞů͗ϲϱϴϯϳϬϵϲ h'ED͘͘/<K&&KE^h>d/E'E'/EZ^ EKϭ>KzE'W> ^/E'WKZϱϬϴϴϲϱ &E'd/ED/E' dĞů͗ϲϳϲϲϴϭϴϵ <&KE'E'/EZ/E'KE^h>dEd^ ϰϴ,/>>s/tdZZ ηϬϳͲϬϴ ^/E'WKKZϲϲϵϮϲϵ &KE',EzKKE dĞů͗ϲϰϲϯϭϵϳϵ t/^KDs>KWDEd/EdZEd/KE> ϳϯ,K>>E'ZKsZ ^/E'WKZϮϳϴϵϬϭ &KE'</d,E' dĞů͗ϲϮϱϲϭϬϭϮ <&KE'KE^h>dEd^ ϰϲ</D<dZK ^/E'WKZϯϮϴϴϭϴ &KE'^/t,KE' dĞů͗ϲϳϰϰϭϮϴϲ &KE'^/t,KE' ϯϲ:>EZ/Dh ^/E'WKZϰϭϴϳϮϴ &KE'tE',KE' dĞů͗ϲϳϰϴϰϲϲϴ &Ădž͗ϲϳϰϴϯϭϭϵ ŵĂŝů͗ĨŽŶŐĐŽΛƐŝŶŐƚĞů͘ĐŽŵ͘ƐŐ &&KE'KE^h>dWd>d Ϯϵd/^E'sEh ηϬϯͲϬϯEdhZ>KK>>/&^dz>,h ^/E'WKZϱϯϰϭϭϵ dĞů͗ϲϮϴϲϴϱϱϴ DDE'/EZ/E'KE^h>dEd^ ><ϮϭϮ,Kh'E'^dZdϮϭ ηϬϰͲϯϰϳ ^/E'WKZϱϯϬϮϭϮ &KK,DE':D^ dĞů͗ϲϴϵϰϰϱϭϯ :&KE^h>dEd^ ϮϭtKK>E^/Eh^dZ/>WZ<ϭ ηϬϯͲϬϵ ^/E'WKZϳϱϳϳϮϬ &KK^KKE<t dĞů͗ϲϱϬϵϱϱϬϱ &Ădž͗ϲϱϬϵϱϳϱϴ <K,ΘWZdEZ^>>W ϴhZEZKdZ/sy ηϭϲͲϬϮͬϬϯ ^/E'WKZϯϲϵϵϳϳ dĞů͗ϵϭϳϮϰϭϰϲ D^^KE^h>dEd^ ϲϮϴ,Kh'E'sEhϴ ηϬϲͲϭϮϬ ^/E'WKZϱϯϬϲϮϴ 'K,,</KE' dĞů͗ϲϮϰϴϭϮϲϳ ^hZE/EdZEd/KE>KE^h>dEd^Wd>d ϭϲϴ:>Eh</dDZ, ^hZEKE ^/E'WKZϭϱϬϭϲϴ 'K,,Kt>E'DZ/ dĞů͗ϵϯϯϴϰϳϰϲ ŽŶƚĂĐƚĚĞƚĂŝůƐ͗ŚƚƚƉ͗ͬͬǁǁǁ͘ĞŵŵĂŶƵĞůͲ h'ED/<K&& &KK,E'<D 'E,/tDKE' DDEh>Θ:K^W,/EdZEd/KE>KE^h>dEd^ ϱϲh</ddK<^dsEhϱ ŽŶƚĂĐƚĚĞƚĂŝůƐ͗ŚƚƚƉ͗ͬͬǁǁǁ͘ĞŵŵĂŶƵĞůͲ ŵĂƌŝĂ͘ĐŽŵ͘ƐŐ ϱϲh</ddK<^dsEhϱ ηϮϬͲϬϴdKtZ ^/E'WKZϲϱϵϴϬϰ dĞů͗ϲϳϲϯϲϬϮϲ 'KE^h>d/E'E'/EZ^ ><ϭϳϱ>KDWE'ZK ηϬϳͲϱϯ ^/E'WKZϲϳϬϭϳϱ dĞů͗ϲϮϱϲϱϴϵϴ '>dE'/EZ^Wd ϱϭϵ>^d/ZZK ηϬϰͲϬϭ>^,Ed/Z ^/E'WKZϯϮϵϴϱϮ 'K,<,/^/E' dĞů͗ϵϯϴϮϮϮϴϳ '<^KE^h>dEzWd>d ϮϮ>/>E ηϬϮͲϬϭ ^/E'WKZϭϴϵϴϱϴ 'K,^t<, dĞů͗ϲϲϳϭϴϯϱϰͬϲϳϰϴϰϲϲϴ &Ădž͗ϲϳϰϴϯϭϭϵ ŵĂŝů͗ĨŽŶŐĐŽΛƐŝŶŐŶĞƚ͘ĐŽŵ͘ƐŐ &KE'KE^h>dWd>d Ϯϵd/^E'sEh ηϬϯͲϬϯEdhZ>KK>>/&^dz>,h ^/E'WKZϱϯϰϭϭϵ dĞů͗ϲϮϵϵϬϬϯϴ 'tKE^h>dEd^ ϯϳϭ<zWK/Ed,ZK ηϭϲͲϭϭ ^/E'WKZϭϵϵϱϵϳ dĞů͗ϲϯϱϰϰϮϭϲ z͘͘'K,KE^h>dEd ϲϭ/^,E^dZdϮϭ ηϬϴͲϬϴdKtZ ^/E'WKZϱϳϰϬϰϰ dĞů͗ϲϯϰϱϯϬϱϱ DhZZzͲEKZd,;^ͿWd>d ηϭϵͲϬϮWZ<tzWZ ϴϬDZ/EWZZK ^/E'WKZϰϰϵϮϲϵ dĞů͗ϲϮϲϳϴϭϯϴ :hZKE'KE^h>dEd^Wd>d ϴ:hZKE'dKtE,>>ZK ηϬϴͲϬϬd,:d^hDD/d ^/E'WKZϲϬϵϰϯϰ dĞů͗ϲϴϰϵϳϲϴϴ ^DKZWE'/EZ^EKE^dZhdKZ^Wd>d ϲϬD/Z>dzZKt^d ηϬϯͲϬϭ ^/E'WKZϳϱϵϵϰϳ ,K,KE'>KE' dĞů͗ϲϰϭϱϯϱϬϬ ZhW^/E'WKZWd>d ϯϳϭ,ZK ηϬϯͲϬϭ<zWK/Ed ^/E'WKZϭϵϵϱϵϳ ,KE',E͕Kz dĞů͗ϲϯϵϴϬϭϱϭ &Ădž͗ϲϯϵϴϬϴϯϬ yhd/s/^/KE^/EΘWZdEZ^ ><ϴϬϵ&ZE,ZK ηϬϰͲϭϲϰ</d,EZKDW>y ^/E'WKZϮϬϬϴϬϵ 'K,,Kt>E'DZ/ 'K,,/EE' 'K,,/E<KKE 'K,t/,E' 'K,zKE',E' 'KZKE^hddKEDyd ,,Dh/ ,KKKEd,KE' ,K,hE'<tKE' dĞů͗ϲϱϲϬϵϱϬϰ >K<ϭϰϬh</ddK<^dZϭϭ ηϭϰͲϯϯ ^/E'WKZϲϱϬϭϰϬ ,K<K<<K, dĞů͗ϲϴϬϱϴϵϳϯ ŵĂŝů͗ŬŬŚŽΛďĞĐ͘ĐŽŵ͘ƐŐ h/>/E'E'/EZ/E'KE^h>dEd^ ϭYhE^tz ηϬϯͲϬϮYhE^tz^,KWW/E'dZ ^/E'WKZϭϰϵϬϱϯ ,KEzK<zKE' dĞů͗ϲϴϲϱϵϯϬϯ d,KE^h>d^^K/d^ Ϯϴdh^Z^Ed ^/E'WKZϲϯϴϳϭϵ dĞů͗ϲϯϰϴϴϲϯϴ WZKdD,KΘ,E'KE^h>d/E'E'/EZ^ ><ϴϲ ηϬϰͲϯϬϰDZ/EWZEdZ> ^/E'WKZϰϰϬϬϴϲ ,Kzh, dĞů͗ϲϮϮϳϯϵϬϬ KE^h>dEd^;^ͿWd>d ϭϱϴ/>^dZd ηϬϴͲϬϮͬϬϯWE^Kh/>/E' ^/E'WKZϬϲϵϱϰϱ ,KzhE&hE'sZz dĞů͗ϴϮϬϵϵϬϯϴ ŵĂŝů͗ŵLJƉĞŶƚĂϮϬϬϯΛLJĂŚŽŽ͘ĐŽŵ WEdKEKнϱϮϲ͗WϱϯϳE^dZhd/KEK>d ϯDZ/E'ZE^Z/s ^/E'WKZϬϭϴϵϱϬ ,KKEWE',hD dĞů͗ϲϮϮϳϯϵϬϬ KE^h>dEd^;^ͿWd>d ϭϱϯd>K<zZ^dZd ^/E'WKZϬϲϴϲϭϬ ,hzE'&h dĞů͗ϵϮϯϳϱϴϭϵ ŵĂŝů͗LJĂŶŐĨƵΛůŝǀĞ͘ĐŽŵ tzKE^h>dEd^ ><ϳϯϬz/^,hE^dZdϳϭ ηϬϳͲϱϭ ^/E'WKZϳϲϬϳϯϬ ,hE'zE'E dĞů͗ϲϰϱϳϭϴϵϰ ϰϭz/K,h<E''ZE^ ^/E'WKZϱϲϴϬϴϴ ,hE',KZEZ/E:K^W, dů͗ϲϱϳϬϱϳϭϲ &Ădž͗ϲϱϳϬϯϳϳϭ :,WZdEZ^,/W ϭϴKKE>ztz ηϭϬͲϭϱϳdZ,hϮϭ ^/E'WKZϲϬϵϵϲϲ dĞů͗ϲϮϳϳϭϯϬϴ E'/EZ^ϵϬϬϬWd>d ><Ϯϭϭ,EZ^KEZK ηϭϮͲϬϭ,EZ^KE/Eh^dZ/>WZ< ^/E'WKZϭϱϵϱϱϮ dĞů͗ϲϳϯϴϰϬϮϮ ><Θsd,;^ͿWd>d ϯϵϬ,s>K<ZK ηϬϰͲϬϭ</E'Ζ^EdZ ^/E'WKZϭϲϵϲϲϮ ,Kt,&KK ,tE'dE'^hE>Kh/^ :D^Kh'>^ ^/E'WKZϭϲϵϲϲϮ :KEd,Es/WKZdtKK dĞů͗ϲϯϮϰϭϵϰϱ WKZdtKKΘ^^K/d^ ϳϬW>DZZK ηϬϯͲϬϯ͕W>DZ,Kh^ ^/E'WKZϬϳϵϰϮϳ <DDhEt/ dĞů͗ϲϮϳϯϱϮϱϱ D/E,Zd;^/E'WKZͿWd>d ϵϯ,s>K<ZK ^/E'WKZϭϲϬϬϵϯ <EE'DE' dĞů͗ϲϱϲϱϵϭϭϬ &Ădž͗ϲϱϲϱϲϲϵϮ ŵĂŝů͗ŬĂŶΛŽŐƉŬŽŶƐƵůƚ͘ĐŽŵ K'W<KE^h>dWd>d ϳϭh</ddK<Z^Ed ηϬϱͲϬϱWZ^d/'EdZ ^/E'WKZϲϱϴϬϳϭ <,/E''hE dĞů͗;ϲϱͿϲϱϭϱϬϭϬϮ &Ădž͗;ϲϱͿϲϳϮϱϬϳϰϳ ŵĂŝů͗ĐŐΛĐĂŐĂ͘ĐŽŵ͘ƐŐ /s/>E'Kd,E/>^^K/d^ ϭϴKKE>ztz ηϬϳͲϵϯdZ,hϮϭ ^/E'WKZϲϬϵϵϲϲ <<DKKE dĞů͗ϲϱϳϬϵϳϭϲͬϵϳϭϮϬϮϵϯ &Ădž͗ϲϱϳϬϵϳϭϴ ŵĂŝů͗ŬĞĞϴϴƉŬΛŐŵĂŝů͘ĐŽŵ W<WZK:dKE^h>dEd^ ϳϬϯϬE'DK</KsEhϱ ηϬϯͲϮϭEKZd,^dZΛD< ^/E'WKZϱϲϵϴϴϬ <s/EE/>Zt&KZ dĞů͗ϲϮϮϬϯϬϬϱ h&&/>>tdd^^/E'WKZ ϳϳdZ^^dZd ^/E'WKZϬϳϵϬϭϲ <K'zh,KKE';ZͿ dĞů͗ϲϰϲϲϰϭϵϯ ^dt^dE'Z'KE^h>dEd^ ϰϬϬKZ,ZZK ηϬϲͲϮϭKZ,ZdKtZ^ ^/E'WKZϮϯϴϴϳϱ <K,E'd,KE' dĞů͗ϲϴϱϮϭϳϭϭ Ϯϱ,>WZ<dZZ ηϭϯͲϭϭ ^/E'WKZϲϳϴϵϰϴ <K,K<,E' dĞů͗ϲϱϬϵϱϱϬϱ &Ădž͗ϲϱϬϵϱϳϱϴ <K,ΘWZdEZ^>>W ϴhZEZKdZ/sy ηϭϲͲϬϮͬϬϯ ^/E'WKZϯϲϵϵϳϳ <K,KKE:E' dĞů͗ϵϴϮϴϭϴϴϱ ^hZE/EdZEd/KE>KE^h>dEd^Wd>d ϭϲϴ:>Eh</dDZ, ^hZEKE͕ηϬϭͲϬϭ ^/E'WKZϭϱϬϭϲϴ dĞů͗ϲϮϮϱϳϭϮϴ ZKEE/Θ<K,WZdEZ^,/W ϭϱE''KZ^dZd ηϬϴͲϬϮZ>dzEdZ ^/E'WKZϬϳϵϳϭϲ <K,KKE>/E' &/ZDW>EKE^h>d/E' dĞů͗ϲϴϰϮϮϳϬϲ &Ădž͗ϲϴϰϮϳϳϬϱ &/ZDW>EKE^h>d/E' ><ϱ<>>E'^dKZ ηϬϯͲϬϯDE/dzEdZ ^/E'WKZϯϰϵϮϳϵ <K,E'<KKE dĞů͗ϲϯϵϲϱϰϱϮ DE'/EZ/E'Wd>d ϱϬϬϭ,ZK ηϬϳͲϭϵ'K>ED/>KDW>y ^/E'WKZϭϵϵϱϴϴ <K,,ZZz dĞů͗ϲϳϰϭϭϲϲϳ ŵĂŝů͗ŚĂƌƌLJͺŚƐŬĂƐƐŽĐŝĂƚĞƐΛLJĂŚŽŽ͘ĐŽŵ͘ƐŐ ,^< ϲϴϴ'z>E'ZK ^/E'WKZϯϴϵϲϭϬ dĞů͗ϲϮϳϯϳϮϮϳ tDKE^h>d/E'E'/EZ^ ><ϭϲϱ ηϬϲͲϯϲϳϱͬϯϲϳϳ͕h</dDZ,EdZ> ^/E'WKZϭϱϬϭϲϱ <K,<zd dĞů͗ϲϮϮϲϭϳϯϯ <<dKE^h>dEd^ ><ϯϯϲ^D/d,^dZd ηϬϴͲϯϬϬEtZ/'EdZ ^/E'WKZϬϱϬϯϯϲ <K,<K<WE'Λ<K,<K,WE dĞů͗ϲϮϮϬϭϮϬϬ &Ădž͗ϲϮϮϱϴϱϳϱ <W<K,ΛWZdEZ^Wd>d ϭϬE^KEZK ηϭϲͲϬϳ/EdZEd/KE>W> ^/E'WKZϬϳϵϵϬϯ dĞů͗ϲϱϯϲϴϵϬϬ ĂďŵKE^h>dEd^ ><ϱϯϭ͕hWWZZK^^^dZd ηϬϯͲϭϮϴ ^/E'WKZϬϱϭϱϯϭ dĞů͗ϲϮϵϰϰϴϲϲ <<KE^h>dEz^Zs/^ ><ϯϱϳ ηϭϰͲϮϳϱ͕>DEd/sϮ ^/E'WKZϭϮϬϯϱϳ <KE't/E'dd dĞů͗ϲϮϮϯϲϲϰϳ d/,ZZ/^Θ^hd,Z>E;^/E'WKZͿ ϭϬE^KEZK ηϯϬͲϬϲ/EdZEd/KE>W> ^/E'WKZϬϳϵϵϬϯ <KE'zK<^Kt dĞů͗ϲϯϵϯϰϴϯϳ Ϯϳ,Kt^hEZ/s ^/E'WKZϱϯϴϱϳϱ <KK,hE'DE dĞů͗ϵϳϯϯϵϵϭϵ &Ădž͗ϲϳϭϳϬϴϱϭ ŵĂŝů͗ĐŵŬƉĞĐΛŐŵĂŝů͘ĐŽŵ D<KKWZK&^^/KE>E'/EZ/E'KE^h>dEd^ ϮϳWs/>/KE'ZE ^/E'WKZϲϱϴϯϭϮ dĞů͗ϲϮϱϰϰϳϳϴ WKE^h>dEd ϭ^KW,/ZK ηϬϰͲϮϱWEdZ ^/E'WKZϮϮϴϭϰϵ <K,,>KKE' <K,<,zKE' <K,W,>KE' <KE'<D,KE' <Z/^,EEDhZh'WWE dĞů͗ϲϯϱϱϯϯϮϯ W<WKE^h>dEd^ ><ϭ>^d/ZZK ηϬϯͲϯϰϴ͕ͬ>^d/Z,/>>^,KWW/E'EdZ ^/E'WKZϯϬϬϬϬϭ dĞů͗ϲϱϯϮϰϮϲϮ dΘdE'/EZ/E'KE^h>dEd^ ϭϱϬ^Khd,Z/'ZK ηϬϱͲϬϮ&KK<,/h/>/E' ^/E'WKZϬϱϴϳϮϳ >/,/</E dĞů͗ϲϳϯϭϰϮϱϬ Z^WZ,/dd^W>EEZ^ΘE'Z^Wd>d ϭϱ^Kdd^ZK ηϬϳͲϬϬ͕d,KE'd<h/>/E' ^/E'WKZϮϮϴϮϭϴ >/,hEWK, dĞů͗ϲϳϯϳϳϱϰϰ ŵĂŝů͗ůĂŝͺŚƵĞŶͺƉŽŚΛƌƐƉ͘ĐŽŵ͘ƐŐ Z^WZ,/dd^W>EEZ^ΘE'/EZ^;WdͿ>d ϭϱ^Kdd^ZK ηϬϳͲϬϭͬϭϮ͕d,KE'd<h/>/E' ^/E'WKZϮϮϴϮϭϴ >/</E^/E dĞů͗ϲϳϬϮϳϴϭϵͬϲϳϬϮϳϴϮϬ ŵĂŝů͗ĂĚŵŝŶΛƐƚĞƌůŝŶŐĐƐĞŶŐƌ͘ĐŽŵ ^dZ>/E'Θ^KE^h>d/E'E'/EZWd>d ϲϳh/ZKϭ ηϬϱͲϬϯKy>z/,h ^/E'WKZϰϬϴϳϯϬ >/tKE'<hE dĞů͗ϲϰϱϱϳϯϳϳ >W:KE^h>dEd^ ϵ:^D/EZK ^/E'WKZϱϳϲϱϴϮ dĞů͗ϲϰϭϱϯϰϯϳ ZhW^/E'WKZWd>d ϯϳϭ,ZK ηϬϯͲϬϭ<zWK/Ed ^/E'WKZϭϵϵϱϵϳ dĞů͗ϲϳϵϱϮϵϭϵ WKE^h>d/E'E'/EZ^ ϭϴKKE>ztz ηϬϰͲϭϮϭdZ,hϮϭ ^/E'WKZϲϬϵϵϲϲ dĞů͗ϲϰϲϵϯϵϵϭ z^>hKE^h>d/E'E'/EZ ηϭϭͲϬϰdd/D,^,KWW/E'dZ ϭϳϬhWWZdd/D,Z ^/E'WKZϱϴϴϭϳϵ dĞů͗ϲϯϯϯϱϲϮϱ >^tKE^h>d/E'E'/EZ^ ><ϮϲϭtdZ>KK^dZd ηϬϰͲϬϴ ^/E'WKZϭϴϬϮϲϭ >t, dĞů͗ϲϮϵϳϵϬϭϭ >tKE^h>dEd^>>W ><Ϯϲϱ ηϬϮͲϮϳϯ͕^ZE'KKEEdZ>Z/s ^/E'WKZϱϱϬϮϲϱ >,K<,K dĞů͗ϲϮϰϮϮϱϱϭ <tE<K<>KE' <tE^,hzE >h^E,/E' >hdhE'E'/h >hzd^hE >ht^ht ,K<,KΘ^^K/d^ ϲϵ͕K<dZZ >,K<,K dĞů͗ϲϮϰϮϮϱϱϭ ϲϵ͕K<dZZ ^/E'WKZϰϲϵϮϮϴ >,/<hE dĞů͗ϲϳϰϴϯϯϳϮ >KE'ZKsΘ^^K/d^ ϲϯh/sEhϭ ηϬϲͲϬϯKh^d,Kh^ ^/E'WKZϰϬϴϵϯϳ >,Kt<,KKE dĞů͗ϲϮϮϯϵϲϵϭ tddE'/EZ/E'KE^h>dEd^ ϲϬ^D/d,^dZd ^/E'WKZϬϱϴϵϲϯ >&K,^E' dĞů͗ϲϮϮϮϬϲϲϵ ,KE'Θ>KE^h>dEd^ ϮϯEdKEDEdZK ^/E'WKZϬϴϵϳϰϯ >,/E'DE' dĞů͗ϲϴϵϲϵϱϴϯͬϲϴϵϲϴϯϱϬͬϵϳϯϬϬϭϴϮ ŵĂŝů͗ůĞĞŚŵΛƉĂůĐŽŶƐƵůƚĂŶĐLJ͘ĐŽŵͬ ƉĂůĐŽŶƐƵůƚĂŶĐLJΛƉĂůĐŽŶƐƵůƚĂŶĐLJ͘ĐŽŵ W>KE^h>dEzWd>d ϴKKE>ztz ηϬϱͲϭϭ ^/E'WKZϲϬϵϵϲϰ >,KE>KE' dĞů͗ϲϯϱϲϬϯϵϭ &Ădž͗ϲϮϱϬϱϱϲϮ ŵĂŝů͗ůĞĞŚůΛƐŝŶŐŶĞƚ͘ĐŽŵ͘ƐŐ >KE^h>dEd^ ϲϯ:>EWD/DW/E ηϬϯͲϬϭ͕WD/DW/E/Eh^dZ/>h/>/E' ^/E'WKZϱϳϳϮϭϵ ><t/E'&Z dĞů͗ϵϲϮϴϭϴϯϮ ŵĂŝů͗ĨƌĞĚ͘ůĞĞΛŬǁͲůĞĞ͘ĐŽŵ <tΘ>KE^h>dEd^ ϯϭϱW^/ZWE:E'ZK ηϬϮͲϬϮ ^/E'WKZϭϭϴϲϱϮ ><,,E dĞů͗ϲϯϯϰϯϴϴϬ ,zZKE^h>d/E'Wd>d ϲϬ>Zd^dZd ηϭϭͲϬϬ>ZdKDW>y ^/E'WKZϭϴϵϵϲϵ ></E',K< dĞů͗ϲϯϰϲϯϳϳϳ D'KE^h>d ϵϳKEEZK ^/E'WKZϰϮϰϱϭϱ ></E'^ dĞů͗ϲϮϲϵϭϭϵϳ Ϯ:>E/E/E' tKK>E^W< ^/E'WKZϳϯϵϴϭϵ ><t<,KE' dĞů͗ϲϮϱϵϯϭϵϭͬϴϯϭϯϭϬϲϮ &Ădž͗ϲϮϱϭϮϲϯϵ ŵĂŝů͗ŬĐ͘ůĞĞΛŬĐůĞĞ͘ĐŽŵ͘ƐŐ <͘͘>^^K/d^ ϭW'hZK ηϬϭͲϬϳ ^/E'WKZϯϮϴϯϱϴ dĞů͗ϲϮϮϬϬϳϱϮ E'/EZ^WZdEZ^,/W ϭϬE^KEZ ηϮϴͲϭϰ͕/EdZEd/KE>W> ^/E'WKZϬϳϵϵϬϯ >DKttKK ,KE'Θ>KE^h>dEd^ >Wh,zKE' dĞů͗ϲϮϮϮϬϲϲϵ ,KE'Θ>KE^h>dEd^ ϮϯEdKEDEdZK ^/E'WKZϬϴϵϳϰϯ >^^d/E dĞů͗ϲϰϭϭϮϲϭϮͬϵϳϵϮϵϬϱϰ &Ădž͗ϲϰϭϭϮϱϬϭ ŵĂŝů͗ƐĞďĂƐƚŝĂŶ͘ůĞĞΛĂƌƵƉ͘ĐŽŵ ZhW^/E'WKZWd>d ϭϬ,K,/E'ZK ηϮϲͲϬϭ͕<WW>dKtZ^ ^/E'WKZϬϴϵϯϭϱ >^E'<KKE dĞů͗ϲϮϰϴϭϬϵϭ &Ădž͗ϲϮϰϴϭϮϴϰ ŵĂŝů͗ůĞĞƐŬΛƐƵƌďĂŶĂ͘ĐŽŵ ^hZE/EdZEd/KE>KE^h>dEd^Wd>d ϭϲϴ:>Eh</dDZ,^hZEKE ^/E'WKZϭϱϬϭϲϴ >^KKEtE' dĞů͗ϲϯϰϰϴϴϵϳͬϵϮϯϳϮϬϮϲ &Ădž͗ϲϯϰϱϵϭϭϴ ŵĂŝů͗ůƐǁϮϬϮϲΛŐŵĂŝů͘ĐŽŵ :K,E^t>KE^h>dEd^ ϱϬϬϭ,ZK ηϬϰͲϭϴ͕'K>ED/>KDW>y ^/E'WKZϭϵϵϱϴϴ dĞů͗ϲϯϱϳϰϮϮϯ W'KE^h>dEd^Wd>d Ϯϯϴd,KD^KEZK ηϭϭͲϬϬ͕dKtZEKsE^YhZ ^/E'WKZϯϬϳϲϴϱ >dd^E' dĞů͗ϲϮϮϰϵϯϯϵ d^>/s/>^dZhdhZ>^^K/d^ ϯϯϲ^D/d,^dZ ηϬϲͲϯϬϱ͕EtZ/'dZ ^/E'WKZϬϱϬϯϯϲ >dE'</d dĞů͗ϲϮϵϲϯϲϯϳ &Ădž͗ϲϮϵϰϯϭϴϮ d<>KE^h>d/E'E'/EZ^ ϭϬ:>E^Z ηϭϯͲϬϭ͕^/D>/DdKtZ ^/E'WKZϮϬϴϳϴϳ dĞů͗ϲϮϵϳϯϰϯϱ >d>E'/EZ/E'KE^h>dEd^ ϯϯϰ</E''KZ'Ζ^sEh </E''KZ'Ζ^h/>/E' ^/E'WKZϮϬϴϱϳϭ dĞů͗ϲϮϮϬϳϱϴϴ ZdZ,K>>/E'^Θ&ZEZ;^͘͘^/ͿWd>d ϱϭE^KEZK ηϭϮͲϱϭ ^/E'WKZϭϵϵϱϱϱ dĞů͗ϲϯϯϴϮϯϴϲ d,,h,ΘWZdEZ^ ϭϵϬD/>ZK ηϭϭͲϬϰ&KZdhEEdZ ^/E'WKZϭϴϴϵϳϵ >z/E,K dĞů͗ϲϮϮϬϬϳϱϮ E'/EZ^WZdEZ^,/W ϭϬE^KEZK ηϮϴͲϭϰ/EdZEd/KE>W> ^/E'WKZϬϳϵϵϬϯ >zhEt//<z dĞů͗ϲϮϴϬϲϱϴϬ &Ădž͗ϲϮϴϬϲϱϳϲ ŵĂŝů͗ĂĚŵŝŶΛůĞĞŶůĞĞ͘ďŝnj >Θ>KE^h>dEd^Wd>d ϮϬDd''ZdZK ηϬϴͲϬϮ ^/E'WKZϯϲϴϬϳϵ >^t,KE' >d,/D>E' >dh<,KE' >zE&KE' dĞů͗ϲϰϭϭϮϲϳϲͬϵϴϯϯϲϯϵϮ &Ădž͗ϲϰϭϭϮϱϬϭ ŵĂŝů͗ĐŚĞƌLJů͘ůĞĞΛĂƌƵƉ͘ĐŽŵ ZhW^/E'WKZWd>d ϭϬ,K,/E'ZK ηϮϲͲϬϭ<WW>dKtZ^ ^/E'WKZϬϴϵϯϭϱ >E'<t<D/E dĞů͗ϲϮϳϰϵϯϴϴ >E'KE^h>dEd^ Ϯ>yEZZ ηϬϳͲϬϴ>d,Kh^ ^/E'WKZϭϱϵϵϭϵ >K^KE'dKE' dĞů͗ϲϮϳϭϴϳϵϮ ϮϬD^dK^ds ^/E'WKZϰϱϵϮϮϮ >KE'KKE,E' dĞů͗ϲϮϵϰϴϲϭϬ &Ădž͗ϲϮϵϰϴϲϭϵ >KE'Θ^^K/d^ ϲϬϬϭ,ZK ηϬϴͲϬϴ'K>ED/>dKtZ ^/E'WKZϭϵϵϱϴϵ >KE'</dDE' dĞů͗ϵϲϰϴϯϱϰϲ ŵĂŝů͗ůŬŵĞŶŐŝŶĞĞƌƐΛŐŵĂŝů͘ĐŽŵ >KE'<DE'/EZ^ ϭϴ:>ED^:/ ηϬϮͲϬϲ<DE'EW> ^/E'WKZϰϭϴϵϰϰ >KE'<hD>K/ dĞů͗ϲϯϮϯϳϲϮϲ WdͲd,KE^h>d/E' ϯϯϲ^D/d,^dZd ηϬϲͲϯϭϭͬϯϭϬ͕EtZ/'EdZ ^/E'WKZϬϱϬϯϯϲ >KE'<tK<<^dW,E dĞů͗ϵϲϱϯϰϬϯϯ ŵĂŝů͗ĐĞŶƚƌĞƐƚƌŝŶŐĞƌĐŽŶƐƵůƚŝŶŐΛŽƵƚůŽŽŬ͘ƐŐ EdZ^dZ/E'ZKE^h>d/E' ϴ:hZKE'dKtE,>>ZK ηϮϰͲϬϯd,:d^hDD/d ^/E'WKZϲϬϵϰϯϰ >KE'^Kt,KE dĞů͗ϲϮϵϭϭϮϮϭ t͘W͘ZKtE;^/E'WKZͿ ϳϱϬϬ,ZK ηϬϳͲϯϬϭd,W> ^/E'WKZϭϵϵϱϵϭ >KE'dh<t, dĞů͗ϲϳϲϬϴϬϴϵ ϵ,^dEhdZ^Ed ^/E'WKZϲϳϵϯϲϯ >KE't/d< dĞů͗ϲϯϰϱϯϬϱϱ ^<D;^/E'WKZͿWd>d ϴϬDZ/EWZZK ηϭϴͲϬϭWZ<tzWZ ^/E'WKZϰϰϵϮϲϵ >KE'zED/E' dĞů͗ϲϱϲϵϯϯϯϵ ><ϰϲϵηϭϰͲϰϴϱ :hZKE't^d^dZdϰϭ ^/E'WKZϲϰϬϰϲϵ dĞů͗ϲϮϰϴϭϭϭϱ ^hZE/EdZEd/KE>KE^h>dEd^Wd>d ϭϲϴ:>Eh</dDZ, ^hZEKE ^/E'WKZϭϱϬϭϲϴ >/h >KtzhE''hE ^/E'WKZϭϱϬϭϲϴ >hE't/DE dĞů͗ϲϱϯϮϱϱϮϵ WΘdKE^h>dEd^Wd>d ϮϰZ&&>^W> ηϮϯͲϬϬ>/&&KZdZ ^/E'WKZϬϰϴϲϮϭ >/'hK:hE dĞů͗ϵϬϮϯϲϱϭϵ ŵĂŝů͗ůŝŐƵŽũƵŶϮϬϬϵΛŐŵĂŝů͘ĐŽŵ ^/E'WKZDdZKKE^h>d/E' ><ϯϭϭtKK>E^^dZdϯϭ ηϭϮͲϮϴ ^/E'WKZϳϯϬϯϭϭ >/:h'E dĞů͗ϲϲϬϰϱϯϮϭͬϵϯϮϮϭϯϵϱ ŵĂŝů͗ũŽŚŶŶLJůŝϵϮϵϮϵϮΛLJĂŚŽŽ͘ĐŽŵ͘ƐŐ :>KE^h>d/E'E'/EZ^ ϯϭZK^tKKZ/s ηϬϱͲϮϴdKtZϲ^>E ^/E'WKZϳϯϳϵϮϮ dĞů͗ϲϴϰϴϬϵϲ dZ/d,KE^h>dEd^Wd>d ϭϴ<</h</dZKϯ ϬϯͲϬϲEdZWZEhZ ^/E'WKZϰϭϱϵϳϴ EŽĚĂƚĂĨŽƵŶĚ <KEE'/EZ/E' ϱϬ,/E^tZK ηϬϴͲϬϱd,KE',/h/>/E' ^/E'WKKZϭϲϵϴϳϰ >/t</E,E' dĞů͗ϲϮϳϲϰϳϭϭ >/tKE^h>dEd^ ϭϮϯh</dDZ,>Eϭ ηϬϰͲϭϭϴ͕>yEZs/>>' ^/E'WKZϭϱϭϭϮϯ >/tsh/> dĞů͗ϵϬϲϬϬϰϴϴ d:KE^h>dEd^ ϯϵ:>E^>E' ^/E'WKZϳϲϵϱϮϭ >/DE'^hE dĞů͗ϲϯϯϳϮϯϰϱ >^E'/EZ/E'KE^h>dEd^ ><ϮϲϭtdZ>KK^d ηϬϯͲϯϱtdZ>KKdZ ^/E'WKZϭϴϬϮϲϭ >/DE'tKKE dĞů͗ϲϮϮϮϭϮϯϱ WŶKE^h>dEd^ ϴϲdE:KE'W'ZZK ^/E'WKZϬϴϴϱϬϳ >/D,E' dĞů͗ϲϯϲϳϬϵϯϯ ,/E'^KKEKE^dZhd/KEWd>d ϲϳ^hE'/<hdZ/s ^/E'WKZϳϮϵϱϲϳ >/D,<K< dĞů͗ϲϳϳϱϭϴϵϴ <>KE^h>dEd^ ><ϯϯϴ ηϭϲͲϯϴ͕>DEd/sϮ ^/E'WKZϭϮϬϯϯϴ >/D,E',K< dĞů͗ϲϮϳϲϴϴϮϵͬϵϲϲϱϯϴϴϳ &Ădž͗ϲϮϳϮϴϳϴϳ >/E'&KK: >/ht/<hE >/D,E',K<E'Z'ΘKE^h>dEz^Zs/^ ϯϳϵϭ:>Eh</dDZ, ηϬϱͲϭϯ͕ͲEdZΛZ,/>> >/D,E',K< &Ădž͗ϲϮϳϮϴϳϴϳ ηϬϱͲϭϯ͕ͲEdZΛZ,/>> ^/E'WKZϭϱϵϰϳϭ dĞů͗ϲϮϵϲϮϵϲϴ W>/DΘWZdEZ^ ϯϱϮͲ</E''KZ'Ζ^sEh </E''KZ'Ζ^h/>/E' ^/E'WKZϮϬϴϱϴϬ dĞů͗ϲϳϰϮϮϬϯϮ dZKDW ><ϲhEK^Z^Ed ηϬϭͲϮϲϰϭ ^/E'WKZϰϬϬϬϬϲ >/D,KE,͕Z/ dĞů͗ϲϯϯϲϲϯϴϴ ,>/DKE^h>dEd^ ϭ^>'/Z ηϬϱͲϬϱWZ/dZ ^/E'WKZϭϴϴϯϬϲ >/D,KK/'hE dĞů͗ϵϲϳϭϮϲϴϬͬϲϴϵϵϯϵϴϵ &Ădž͗ϲϴϵϵϯϵϴϵ ^WKE^h>dEd^ ϴWZ/E'KZ'Ζ^WZ< ^/E'WKZϭϭϴϰϬϳ >/D,hE'd:hE' dĞů͗ϲϮϵϵϲϲϮϲ &Ădž͗ϲϮϵϵϲϲϮϵ &h^/KE^dZE'd,Θ^^K/d^ ϲϬϬϭ,ZK ηϬϴͲϬϲ'K>ED/>dKtZ ^/E'WKZϭϵϵϱϴϵ >/D,t^/E dĞů͗ϲϮϮϳϯϵϬϬ &Ădž͗ϲϮϮϳϮϵϬϵ KE^h>dEd^;^ͿWd>d ϭϱϯd>K<zZ^dZd ^/E'WKZϬϲϴϲϭϬ dĞů͗ϲϮϵϮϵϳϳϭ Z/,Z<>/DΘWZdEZ^ ϭϬ:>E^Z ηϬϴͲϭϬ͕^/D>/DdKtZ ^/E'WKZϮϬϴϳϴϳ >/D</EW,E' dĞů͗ϲϯϱϯϴϴϳϲ ><WKE^h>dEd^ ϭϬϬϴdKWzK,EKZd, ηϬϱͲϭϭ ^/E'WKZϯϭϴϵϵϲ >/D</D,KE' dĞů͗ϲϮϵϮϲϯϳϳ &Ădž͗ϲϮϵϯϯϲϬϮ ŵĂŝů͗ůŬĐĐŽŶΛƐŝŶŐŶĞƚ͘ĐŽŵ͘ƐŐ >/D</D,KE'KE^h>dEd^ ϱϬϬϭ,ZK ηϬϲͲϭϮ͕'K>ED/>KDW>y ^/E'WKZϭϵϵϱϴϴ >/D<K<^,E dĞů͗ϲϱϱϬϴϮϬϱ ^D^hE'KZWKZd/KE;E'Z'ΘKE^dZhd/KE'ZKhWͿ ϴϯ>DEhsEh ηϬϵͲϬϭh^YhZ ^/E'WKZϮϯϵϵϮϬ >/DE',h dĞů͗ϲϮϮϱϯϬϲϴ ŵĂŝů͗ĂϮϭΛĂůƉŚĂϮϭ͘ƐŐ >W,ϮϭKE^h>dEd ϴϬϴ&ZE,ZK ηϬϱͲϭϱϵ͕</d,EZKDW>y ^/E'WKZϮϬϬϴϬϴ >/D,/EWh >/DE'^KKE >/D<E',h W^KZWKZd/KE>d >/DWEEE<EEz dĞů͗ϲϯϮϭϮϯϴϱ W^KZWKZd/KE>d ϳ<WW>ZK ηϬϰͲϬϭ͕dE:KE'W'ZKDW>y;WK/hDͿ ^/E'WKZϬϴϵϬϱϯ >/DWE',KE' dĞů͗ϵϭϭϭϵϭϬϬͬϲϯϱϯϯϯϵϮ &Ădž͗ϲϯϱϰϯϲϯϵ ŵĂŝů͗ƉĞŶŐŚŽŶŐΛƉŚĐŽŶƐƵůƚ͘ĐŽŵ͘ƐŐ W,KE^h>d/E'Wd>d Ϯϴ^/ED/E'>E ηϬϲͲϭϯϱD/s/t/dz ^/E'WKZϱϳϯϵϳϮ dĞů͗ϲϯϰϰϬϱϱϱ ,K<>/E^E'/E&Z^dZhdhZWd>d ϴϬDZ/EWZZK ηϭϬͲϬϵWZ<tzWZ ^/E'WKZϰϰϵϮϲϵ dĞů͗ϲϮϲϯϱϬϰϮ ^,>>^dZEWdZK>hDWd>d ϴϯ>DEhs ^,>>,Kh^h^YhZ ^/E'WKZϮϯϵϵϮϬ >/D^/E'EE dĞů͗ϲϮϳϯϱϲϮϮ <dWKE^h>dEd^Wd>d ><ϭϲϱh</dDZ,EdZ> ηϬϴͲϯϲϴϱͬϵ ^/E'WKZϭϱϬϭϲϭ >/D^KE',hd dĞů͗ϵϬϲϵϯϰϰϴ &Ădž͗ϲϰϱϯϭϬϮϴ ͲŵĂŝů͗ƐŚůŝŵĐŽŶƐƵůƚΛƐŝŶŐŶĞƚ͘ĐŽŵ͘ƐŐ ^,>/DKE^h>dEd^ ϭϲ^/ED/E't>< ηϬϱͲϬϰ ^/E'WKZϱϳϱϱϲϴ dĞů͗ϲϯϵϵϮϰϲϲ DhE^>>KE^h>dEd^;^ͿWd>d ϯϬϬ,ZK ηϬϯͲϬϬd,KEKhZ^ ^/E'WKZϭϵϵϱϱϱ >/DdhE,Kt dĞů͗ϲϱϯϯϮϲϬϬ dz>/E^Khd,Ͳ^d^/;WdͿ>d Ϯ,s>K<ZK ηϬϯͲϭϱWK>>KEdZ ^/E'WKZϬϱϵϳϲϯ >/Dt/^/E' dĞů͗ϲϲϯϱϲϴϲϳ ŵĂŝů͗ůŝŵǁƐΛŐƌĂŶƐĨŽƌĚ͘ĐŽŵ 'ZE^&KZ>>>>W ϭϮ>:hE/ZK ηϬϲͲϬϭ'͕<,W> ^/E'WKZϯϴϵϴϬϭ >/DzEW/E'Λ>/DzKKE<, dĞů͗ϲϯϯϳϮϴϮϴ ^KE^h>dEd^;WdͿ ϭ:>E</>E'd/DKZ ηϬϲͲϬϮW/&/d,EdZ ^/E'WKZϭϱϵϯϬϯ >/E'KKE<K< dĞů͗ϲϱϯϲϲϭϬϲ &Ădž͗ϲϱϯϲϲϲϱϯ ŵĂŝů͗ďŬůŝŶŐΛŚŝůƚ͘ĐŽŵ͘ƐŐ ,/>dWd>d ϱϯdDW>^dZd ηϬϯͲϬϬ ^/E'WKZϬϱϴϱϵϴ >/E'>d< dĞů͗ϲϯϯϴϰϱϬϬͬϵϴϭϱϬϲϳϳ &Ădž͗ϲϰϳϵϮϭϴϰ ͲŵĂŝů͗ůŝŶŐůĞĞƚĞĐŬΛŐŵĂŝů͘ĐŽŵ >d>/E'KE^h>d/E'E'/EZ^ ϭϯϳDZ<d^dZd ηϬϲͲϬϬ ^/E'WKZϬϰϴϵϰϯ >/DWE'</d >/DWhE^h >/D^KKE,h/ dĞů͗нϲϱϴϭϯϵϭϱϳϭ ŵĂŝů͗ůĞŽďƵŝůĚŝŶŐƐŽůƵƚŝŽŶƐΛŐŵĂŝů͘ĐŽŵ >Kh/>/E'^K>hd/KE^ ϱϬϵt>>/E'dKE/Z> ηϬϮͲϭϬϭ ^/E'WKZϳϱϭϱϬϵ >K,,hE'>K<͕s/ dĞů͗ϲϳϯϮϳϱϲϱ ^<Θ^^K/d^ ϱϬ,/E^tZK ηϬϴͲϬϱd,KE',/h/>/E' ^/E'WKZϭϲϵϴϳϰ >K,>,/E' dĞů͗ϲϰϲϵϰϭϴϴ &Ădž͗ϲϰϲϵϰϭϴϵ ŵĂŝů͗ĐĐǁĐŵĂŝůΛƐŝŶŐŶĞƚ͘ĐŽŵ͘ƐŐ KE^h>dEd^hE/d Ϯϳϭh</dd/D,ZK ηϬϯͲϬϱ>DKZ>W> ^/E'WKZϮϱϵϳϬϴ >K,E'Z/,Z dĞů͗ϴϭϮϴϵϵϵϯ ĞŵĂŝů͗ůŽŚŶŐĞĞΛŐŵĂŝů͘ĐŽŵ ^,/^d^Eyh^KE^h>dEd^ ϭϬ:>Ed>/d/ ^/E'WKZϱϯϳϮϵϵ >K,tE'^E's/EEd dĞů͗ϲϯϱϳϰϳϲϱ W'KE^h>dEd^Wd>d;^,KK>/s/^/KEͿ Ϯϯϴd,KD^KEZK ηϭϮͲϬϬ͕dKtZEKsE^YhZ ^/E'WKZϯϬϳϲϴϱ >K,z/E>E' dĞů͗ϲϮϵϮϲϯϳϳ &Ădž͗ϲϮϵϯϯϲϬϮ ͲŵĂŝů͗ůŬĐĐŽŶΛƐŝŶŐŶĞƚ͘ĐŽŵ͘ƐŐ >/D</D,KE'KE^h>dEd^ ϱϬϬϭ,ZK ηϬϲͲϭϮ͕'K>ED/>KDW>y ^/E'WKZϭϵϵϱϴϴ >K<WK,^E' dĞů͗ϵϲϮϱϭϬϲϮͬϲϳϰϱϭϵϳϮ &Ădž͗ϲϳϰϱϬϬϳϬ ͲŵĂŝů͗ƉƐůŽŬΛƚŚLJŵŶ͘ĐŽŵ d,zDEWd>d ϲϳh/Z^Ed ηϬϱͲϬϮ͕d,E/Yh^EdZ ^/E'WKZϰϬϴϱϲϬ >K<^/tYhE dĞů͗ϲϳϳϳϱϬϴϬ ^Y>K<Θ^^K/d^ ϳϴ:>ED^<hE/E' ^/E'WKZϭϮϴϳϲϳ dĞů͗ϲϱϯϮϰϮϲϮ dΘdE'/EZ/E'KE^h>dEd^ ϭϱϬ^Khd,Z/'ZK ηϬϱͲϬϮ&KK<,/h/>/E' ^/E'WKZϬϱϴϳϮϳ >KK^KK,K<,EZz dĞů͗ϵϲϭϱϲϵϳϳ ,EZz>KK^KK,K< ϲϬ͕z^,KZZK ηϭϯͲϬϴ ^/E'WKZϰϲϵϵϴϮ >KKzKE'</E'Λ>hzKE'</E' dĞů͗ϲϳϯϴϱϬϭϲ &Ădž͗ϲϳϯϴϱϬϭϲ z<>KE^h>dEd^ ϰϭϰYZ/sZs>>zZK ϰd,^dKZz ^/E'WKZϮϰϴϯϭϯ >KK/WK,zhE dĞů͗ϵϳϯϮϰϰϵϴ &Ădž͗ϲϰϲϰϲϬϱϵ W͘W͘WZK:dKE^h>dEd^ ϭϳ>KZKE'</^D/^ ηϬϯͲϬϯ</^D/^s/t ^/E'WKZϱϵϴϬϭϬ >/hZ/ >KK&KK<>/D ^/E'WKZϱϵϴϬϭϬ dĞů͗ϲϮϮϱϳϭϮϴ ZKEE/Θ<K,WZdEZ^,/W ϭϱE''KZ^dZd ηϬϴͲϬϮZ>dzEdZ ^/E'WKZϬϳϵϳϭϲ dĞů͗ϲϯϮϯϳϮϳϯ t>Kt,ZdZE'/EZ^ ϭϱE''KZ^dZd ηϬϴͲϬϭZ>dzEdZ ^/E'WKZϬϳϵϳϭϲ dĞů͗ϲϮϱϬϵϵϮϬ ,<>KtΘ^^K/d^ ><Ϯ>^d/ZZ ηϬϰͲϲϱϭ ^/E'WKZϯϮϬϬϬϮ dĞů͗ϲϰϮϬϱϮϴϬ ZdZ,K>>/E'^Θ&ZEZ;^ͿWd>d ϱϭE^KEZK ηϭϮͲϱϭ͕E^KEEdZ ^/E'WKZϬϳϵϵϬϰ dĞů͗ϲϮϳϯϭϴϴϵ ^dEKE^h>dEd^Wd>d ><ϭϲϮ ηϬϳͲϯϱϱϱ͕h</dDZ,EdZ> ^/E'WKZϭϱϬϭϲϮ dĞů͗ϵϬϬϰϯϱϬϴ WE'/EZ^ ϬϲZ&&>^Kh>sZ ηϬϰͲϭϬϬDZ/E^YhZ ^/E'WKZϬϯϵϱϵϰ dĞů͗ϲϯϱϳϰϲϲϮ WD>/E<Wd>d Ϯϯϴd,KD^KEZK ηϮϱͲϬϲͬϬϴEKsE^YhZdKtZ ^/E'WKZϯϬϳϲϴϰ dĞů͗ϲϯϵϮϳϱϰϲ ^D^KE^h>d/E'E'/EZ^ ϲϬϬϭ,ZK ϬϴͲϬϲ'K>ED/>dKtZ ^/E'WKZϭϵϵϱϴϵ D,'hEWE'D/,> dĞů͗ϲϮϵϴϮϵϱϱ DE'/EZ/E'KE^h>dEd^ ϲϬϬϭ,Z ηϭϲͲϬϮ'K>ED/>dKtZ ^/E'WKZϭϵϵϱϴϵ D,^KE't dĞů͗ϵϳϵϳϵϮϳϰ &Ădž͗ϲϴϮϲϰϮϮϵ ŵĂŝů͗ǀŝĐƚŽƌŵĂŚƐǁΛŐŵĂŝů͘ĐŽŵ W>KE^h>dEzWd>d ϴKKE>ztz ηϬϱͲϭϭ ^/E'WKZϲϬϵϵϲϰ D,Z:K>/>^EdK^K dĞů͗ϵϲϲϮϯϲϯϮ D>^KE^h>dEd^ ϯϬϰKZ,ZZK ηϬϵͲϬϭ ^/E'WKZϮϯϴϴϲϯ D<WE'ED dĞů͗ϲϮϮϬϬϬϯϭ >Kt,<KE' >Kt,KKEt >Kt,<E' >Kt<D&KK< >KtzhdWE' >hzE,KZE >z<hE>Kz D^/s<hDZE DEΘWZdEZ^ ϭϴhydKEZK D<WE'ED dĞů͗ϲϮϮϬϬϬϯϭ DZ'KhZ dĞů͗ϲϮϳϯϱϮϱϱ ŵĂŝů͗ŵĂƌĐ͘ŐŽƵƌĚĞΛŵĞŝŶŚĂƌĚƚŐƌŽƵƉ͘ĐŽŵ D/E,Zd;^/E'WKZͿWd>d ϭϲϴ:>Eh</dDZ, ηϬϵͲϬϭ ^/E'WKZϭϱϬϭϲϴ dĞů͗ϲϳϯϱϴϰϰϰ tKZ>zWd>/D/d ϰϵϭͲZ/sZs>>zZK ηϬϵͲϬϭs>>zWK/Ed ^/E'WKZϮϰϴϯϳϯ DZd/E,Z/^dKW,ZZh^, dĞů͗ϲϮϮϰϮϴϴϯ YE'/EZ^ ϮϯW<^,^dZd ηϬϯͲϭϬϴK&&/zd,WZ< ^/E'WKZϬϳϵϯϭϯ DK,Dzh,^^E d>͗ϲϮϵϮϰϴϬϰͬϵϭϴϬϴϵϯϴ &y͗ϲϮϵϯϰϰϬϭ ŵĂŝů͗ŵĂŚĂϮϳϮϮΛLJĂŚŽŽ͘ĐŽŵ D,KE^h>dEd^ ϱϰDhZK ηϬϮͲϬϮdKtE^,EZK ^/E'WKZϮϬϴϯϰϲ DK,Dzh,^^E dĞů͗ϲϮϵϮϰϴϬϰͬϵϭϴϬϴϵϯϴ &Ădž͗ϲϮϵϯϰϰϬϭ ŵĂŝů͗ŵĂŚĂϮϳϮϮΛLJĂŚŽŽ͘ĐŽŵ D,KE^h>dEd^ ϲϳϮ<>E'>E ηϬϭͲϵϳ ^/E'WKZϮϭϭϲϳϮ DK<,/E<d dĞů͗ϲϮϳϮϴϮϴϯ ϰϵd>K<>E',Z ηϮϱͲϬϯ ^/E'WKZϭϬϬϬϰϵ dĞů͗ϲϮϴϰϬϱϲϲ WZdEZ^,/WKE^h>d ><ϮϬϯ ηϬϯͲϲϱ͕,Kh'E'^dZdϮϭ ^/E'WKZϱϯϬϮϬϯ DK<ztDE' dĞů͗ϵϲϴϱϭϯϴϲ d,,h,ΘWZdEZ^>>W ϭϵϬD/>ZK ηϭϭͲϬϰ&KZdhEEdZ ^/E'WKZϭϴϴϵϳϵ DKK/<K<<E dĞů͗ϲϱϱϱϲϯϭϲ ŵĂŝů͗ŵŬŬĞĞŶΛƐŝŶŐŶĞƚ͘ĐŽŵ͘ƐŐ DKK/<K<<EKE^h>dEd^ ><ϱϬϰ ηϭϭͲϱϮ͕DKEdZ>Z/s ^/E'WKZϳϱϭϱϬϰ dĞů͗ϲϮϵϯϭϵϬϬ DKddDKE>^/E'WKZWd>d ϳϱϬϬ,ZK ηϬϱͲϯϭϮͬϯϭϳd,W> ^/E'WKZϭϵϵϱϵϭ dĞů͗ϲϰϭϵϴϱϬϱ <DKE^h>dEd^Wd>d ϮϬ^/EWZ<ZK ηϬϯͲϬϭd>d,WZ< ^/E'WKZϭϭϳϲϳϰ DZ<Z/,ZdZhDE DK<^/Kt:hz Dh,DD^>D<Z DhZd,z,/^,< ϭϴhydKEZK ^/E'WKZϬϴϵϰϴϰ ^zEZ'zKE^h>d/E'E'/EZ^ E'Z:,^Ed,/>Z:E d>͗ϵϲϰϲϭϵϯϲ ŵĂŝů͗ƐĐĞƐŝŶŐĂƉŽƌĞΛŐŵĂŝů͘ĐŽŵ ^zEZ'zKE^h>d/E'E'/EZ^ ϯϳϬ^dK^dZK͕ ^/E'WKZϰϮϴϵϴϭ E^/D^,, dĞů͗ϲϮϳϯϱϮϱϱ D/E,Zd;^/E'WKZͿWd>d ϵϯ,s>K<ZK ^/E'WKZϭϲϬϬϵϯ dĞů͗ϲϮϱϱϬϱϳϳ Ey'ZKhWΘ^^K/d^ ϭϭE'DK</Ksϵ ηϬϭͲϬϴ ^/E'WKZϱϲϵϳϲϯ E'KKE,KE' dĞů͗ϲϮϮϯϭϴϬϬ ,E'KE^h>dEd^ ϭϳϭdZ^^d ηϬϲͲϭϳϯhE/KE>' ^/E'WKZϬϳϵϬϮϱ E'KKE,KK dĞů͗ϲϱϰϳϬϬϵϭ &Ădž͗ϲϱϰϳϭϬϭϵ E,KE^h>dEd ϯϳ<>>E'Wh/E'ZK͕>< ηϭϬͲϬϮ͕dKE'>h/>/E'͕ ^/E'WKZϯϰϵϯϭϱ E',,K dĞů͗ϲϯϮϭϭϭϰϲ W^KZWKZd/KE>d ϳ<WW>ZKηϬϰͲϬϭ dE:KE'W'ZKDW>y;WK/hD><Ϳ ^/E'WKZϬϴϵϬϱϯ E',>D dĞů͗ϵϲϲϰϬϮϭϴ ŵĂŝů͗ŶĐů͘ĞŵĂŝůΛLJĂŚŽŽ͘ĐŽŵ E>KE^h>dEd^ ><ϯϵt^dK^dWZ< ηϭϭͲϬϰd,/E&/E/d/ ^/E'WKZϭϮϳϳϭϯ E',E^/E' dĞů͗ϵϲϲϭϮϴϮϭ &Ădž͗ϲϯϭϲϳϳϬϳ ŵĂŝů͗ŶŐĐŚĞŶƐŝŶŐΛŐŵĂŝů͘ĐŽŵ ,E^/E'Θ^^K/d^ ϭϬh</ddK<Z^Ed ηϭϭͲϬϮ͕d,^W/Z ^/E'WKZϲϱϴϬϳϵ E',E',/ dĞů͗ϲϯϯϴϳϬϳϳ &Ădž͗ϲϯϯϲϳϱϳϳ ŵĂŝů͗ĞdžŐŐƌŽƵƉĚĞƐŝŐŶΛƋĂůĂ͘ĐŽŵ͘ƐŐ Ey''ZKhW^/'E ϭ^KW,/ZK ηϬϱͲϭϮWEdZ ^/E'WKZϮϮϴϭϰϵ E',E'</d dĞů͗ϵϭϰϳϰϳϮϮ E<^^K/d^ ϲϵd,KE'^KKE'ZE ^/E'WKZϳϴϳϯϳϱ E',t,/d dĞů͗ϲϮϲϱϲϳϲϲ &Ădž͗ϲϮϴϭϳϭϱϭ ŵĂŝů͗ĚĂǀŝĚŶŐΛŽŶĞƐŵĂƌƚ͘ĐŽŵ͘ƐŐ KE^DZdE'/EZ/E'Wd>d Ϯϭh</ddK<Z^Ed ηϬϲͲϳϱt'dKtZϭ ^/E'WKZϲϱϴϬϲϱ E',/hED/ dĞů͗ϵϬϬϳϱϯϲϴͬϲϱϲϭϰϬϳϴ ͲŵĂŝů͗ǀŝǀŝĞŶΛǀďĞ͘ĐŽŵ͘ƐŐ sнWd>d ϯϰKKE>ddZZ ηϬϰͲϭϴ ^/E'WKZϭϭϵϴϲϲ E'E'<KE' dĞů͗ϲϮϮϰϮϴϴϯ YE'/EZ^ ϮϯW<^,^dZd ηϬϯͲϭϬϴK&&/zd,WZ< ^/E'WKZϬϳϵϯϭϯ dĞů͗ϲϳϰϳϯϯϵϯ WнE'/EZ/E'Wd>d ϯϬϬϳh/ZKϭ ηϬϲͲϰϮϰ ^/E'WKZϰϬϴϳϬϭ E'h'E dĞů͗ϲϯϯϵϳϮϳϳ dWKE^h>dEd^Wd>d ϭϵϬD/>ZK ηϭϲͲϬϴ&KZdhEEdZ ^/E'WKZϭϴϴϳϵϳ E'<EEd, dĞů͗ϲϲϴϰϲϳϳϴ;KͿ͕ϵϭϭϭϯϯϴϴ;,WͿ &Ădž͗ϲϯϲϵϭϯϮϮ ŵĂŝů͗ŬĞŶŶĞƚŚΛĂůůŝĂŶĐĞͲĞŶŐŝŶĞĞƌƐ͘ĐŽŵ͘ƐŐ >>/EKE^h>d/E'E'/EZ^Wd>d ϮϮ^/ED/E'>E ηϬϮͲϳϭD/s/t/dz ^/E'WKZϱϳϯϵϲϵ dĞů͗ϲϮϮϭϬϯϴϴ E'/EZ/E'ϮϬϬϬ ϭWZ>E< ηϬϭͲϬϮWZ>E<Wd ^/E'WKZϭϲϵϬϭϲ dĞů͗ϲϮϲϳϴϯϬϮ :hZKE'KE^h>dEd^Wd>d ϴ:hZKE'dKtE,>>ZK ηϬϴͲϬϬd,:d^hDD/d ^/E'WKZϲϬϵϰϯϰ dĞů͗ϲϳϰϳϯϮϯϯ </^KͲ:/E^/E'WKZWd>d ϲϬ<>>E'Wh/E'ZK ηϬϮͲϬϬdE:/E,th/>/E' ^/E'WKZϯϰϵϯϮϬ E'WE'<,KKE dĞů͗ϲϮϳϯϭϴϴϵ ^dEKE^h>dEd^Wd>d ><ϭϲϮdDZ,dZ ηϬϳͲϯϱϱϱ ^/E'WKZϭϱϬϭϲϮ E'^/,K dĞů͗ϲϮϮϯϲϲϰϳ ͲŵĂŝů͗ĨƐŚŶŐΛŶĞƚǀŝŐĂƚŽƌ͘ĐŽŵ d/,ZZ/^Θ^hd,Z>E;^/E'WKZͿ ϭϬE^KEZK ηϯϬͲϬϲ/EdZEd/KE>W> ^/E'WKZϬϳϵϵϬϯ E'^E'hE dĞů͗ϲϯϮϯϳϭϳϬ ^E'Θ^^K/d^ ><ϯϰhWWZZK^^^d ηϬϰͲϭϲϰͬϭϲϲ ^/E'WKZϬϱϬϬϯϰ E'^KKE,h dĞů͗ϲϳϵϰϵϮϮϳ ^,E'KE^h>dEd^ ϰϰzhEEEZ^Ed ^/E'WKZϲϯϴϯϰϲ dĞů͗ϲϰϳϰϯϭϳϭ ZE^Θ^^K/d^ ϰ>E'<ZK ηϬϰͲϬϵ^/^h/>/E' ^/E'WKZϭϱϵϬϴϴ E',KE'^KKE E'/<zKhE' E'</E,h E'<K<^E'ΛE',E' E'WE'KKE E'^hEZKZd ^/E'WKZϭϱϵϬϴϴ dĞů͗ϲϯϯϳϳϴϴϳ Z:ZK<ZKE^h>dEd^Wd ϭϬϭ,ZK ηϬϮͲϬϯ</Dd>h/>/E' ^/E'WKZϭϴϵϳϬϯ E'dKE',/ dĞů͗ϲϮϵϴϮϰϲϴ ,^KE^h>dEd^ ><ϱE'DK</K/Eh^dZ/>WZ<Ϯ ηϬϱͲϬϵD<d,// ^/E'WKZϱϲϳϳϲϬ E'zE,E' dĞů͗ϵϳϯϭϱϬϲϯ ϳϬϬ>KZKE'ϭdKWzK, ηϭϭͲϬϭdZ>>/^dKtZ^ ^/E'WKZϯϭϵϳϳϯ dĞů͗ϲϮϴϰϴϭϴϲ &/Z^dE'/EZ^KE^h>dEd^ ><ϮϭϮ ηϬϰͲϯϮϳ͕,Kh'E'^dϮϭ ^/E'WKZϱϯϬϮϭϮ dĞů͗ϵϭϲϵϮϮϴϴͬϲϯϯϵϭϭϱϵ :tKE^h>dEd ϴϳ,ZK ηϬϮͲϬϭ,z^/E'h/>/E' ^/E'WKZϭϴϵϲϵϱ K,,KKE,z dĞů͗ϲϮϮϬϬϳϱϮ KKE^h>dEd^ ϲϬϬϭ,ZK ϭϯͲϬϰ'K>ED/>dKtZ ^/E'WKZϭϵϵϱϴϵ KE',tƌ͘ dĞů͗ϲϮϲϱϲϳϲϲ &Ădž͗ϲϮϴϭϳϭϱϭ ŵĂŝů͗ŽŶŐΛŽŶĞƐŵĂƌƚ͘ĐŽŵ͘ƐŐ KE^DZdE'/EZ/E'Wd>d Ϯϭh</ddK<Z^Ed ηϬϲͲϳϱt'dKtZϭ ^/E'WKZϲϱϴϬϲϱ KE',/E>K< dĞů͗ϲϯϯϳϱϱϱϱ &Ădž͗ϲϯϯϳϮϲϰϵ ,E'/EZ^WZdEZ^,/WΘ,Kh<,hKE^h>d/E' E'/EZ^ ϭ^KW,/ZK ηϬϲͲϮϲ WEdZ ^/E'WKZϮϮϴϭϰϵ KE'E',t dĞů͗ϵϲϳϳϰϭϭϵ &Ădž͗ϲϯϲϯϭϲϮϭ ŵĂŝů͗ŽĞŚϮϮΛLJĂŚŽŽ͘ĐŽŵ K,KE^h>dEd^ ϰϱtKK>E^/Eh^dZ/>WZ<Ϯ͕EKZ/y ^/E'WKZϳϱϳϰϲϵ KE'</D^ dĞů͗ϲϯϵϮϯϯϵϲ <^KE'KE^h>d/E'E'/EZ^ ϯϮϮ</E''KZ'Ζ^sEh ^/E'WKZϮϬϴϱϲϱ KE'>/E,hd dĞů͗ϲϳϲϮϳϱϳϴ >,KE'ΘDŽ͘ ϰ>E'<ZK ηϬϰͲϬϵ^/^h/>/E' ^/E'WKZϭϱϵϬϴϴ KE'DE'tE dĞů͗ϲϵϮϮϬϳϭϴͬϵϰϮϰϮϭϵϰ &Ădž͗ϲϵϮϮϮϭϳϯ ^<D;^/E'WKZͿWd>d Ϯϵ/EdZEd/KE>h^/E^^WZ<͕ ηϬϯͲϬϭ͕Zh/>/E'dKtZ E'^t,Kt E'E^WzE' E'K,^,K< KE'DE'tE &Ădž͗ϲϵϮϮϮϭϳϯ ŵĂŝů͗ŵĞŶŐǁĂŶ͘ŽŶŐΛũĂĐŽďƐ͘ĐŽŵ ηϬϯͲϬϭ͕Zh/>/E'dKtZ ^/E'WKZϲϬϵϵϮϯ KE't</d dĞů͗ϲϱϲϰϱϵϱϰϯϴͬϲϱϵϲϮϴϴϳϱϴ &Ădž͗ϲϱϲϰϱϵϱϮϲϳ ŵĂŝů͗ŽŶŐǁĞĞŬŝĂƚΛĂŽĐŽŶƐƵůƚƐ͘ĐŽŵ E'ΘKE'KE^h>dEd^Wd>d ><Ϯϴ^/ED/E'>E ηϬϳͲϭϯϳͬϭϯϴD/s/t/dz ^/E'WKZEϱϳϯϵϳϮ KK/^/Dd,hE' dĞů͗ϲϯϳϳϬϬϯϲͬϵϲϳϱϴϮϬϳ &Ădž͗ϲϯϳϳϬϬϱϵ ŵĂŝů͗ŽŽŝƐŝŵƚŚƵŶŐΛŬŬůŝŵ͘ĐŽŵ͘ƐŐ <<>/DΘ^^K/d^Wd>d ϱ:>E</>E'Zd ηϬϳͲϬϯWdZKEdZ ^/E'WKZϭϱϵϯϰϵ WE'<K<t, dĞů͗ϲϴϱϴϯϴϭϲ &Ădž͗ϲϮϴϱϬϬϵϲ WKE^h>dEd^ ϭϮϲWKdKE'W^/Zsϭ ηϬϯͲϮϮϵ ^/E'WKZϯϱϬϭϮϲ WE'WK,zKE' dĞů͗ϲϯϱϳϰϵϯϲ W'&/>/d/^DE'DEdWd>d Ϯϯϴd,KD^KEZK ηϭϳͲϬϬdKtZEKsE^YhZ ^/E'WKZϯϬϳϲϴϱ WZD^Dz^d<hEZ:, dĞů͗ϲϰϰϲϬϮϲϲ ZZ:,Θ^^K/d^ ϭϱW<s/>>t>< ^/E'WKZϰϴϳϲϲϭ W<zt dĞů͗ϲϱϲϱϵϭϭϬ &Ădž͗ϲϱϲϱϲϲϵϮ ŵĂŝů͗ƉŬǁΛŽŐƉŬŽŶƐƵůƚ͕ĐŽŵ K'W<KE^h>dWd>d ϳϭh</ddK<Z^Ed ηϬϱͲϬϱWZ^d/'EdZ ^/E'WKZϲϱϴϬϳϭ WZ/s>:zW>s/ dĞů͗ϲϰϴϮϬϯϰϴ &Ădž͗ϲϰϴϯϬϭϳϮ >zEtKKE'/EZ^ΘKE^h>dEd^ ϯϮ:>EWZhE ^/E'WKZϴϬϴϲϳϳ WdZ&E'D/E'y/ dĞů͗ϲϱϳϳϰϲϳϭͬϵϬϵϯϮϳϲϳ ZE</EΘ,/>>;^/E'WKZͿWd>d ϱϭϬd,KD^KEZK ηϬϳͲϬϭ ^/E'WKZϮϵϴϭϯϱ W,E'^Kt&/s/EEd dĞů͗ϲϳϱϵϰϵϴϵͬϵϲϵϲϯϭϴϭ ŵĂŝů͗ǀŝŶĐĞŶƚͺƉŚĂŶŐΛLJĂŚŽŽ͘ĐŽŵ͘ƐŐ sWE'/EZ^ ><ϮϮtKK>E^>/E< ηϬϯͲϲϲ ^/E'WKZϳϯϴϳϯϰ W,E'^/t<,KE' dĞů͗ϲϲϳϭϴϯϱϰͬϲϳϰϴϰϲϲϴ &Ădž͗ϲϳϰϴϯϭϭϵ ŵĂŝů͗ĨŽŶŐĐŽΛƐŝŶŐŶĞƚ͘ĐŽŵ͘ƐŐ &KE'KE^h>dWd>d Ϯϵd/^E'sEh ηϬϯͲϬϯ͕EdhZ>KK>>/&^dz>,h ^/E'WKZϱϯϰϭϭϵ dĞů͗ϲϮϮϰϲϲϳϴ ,/E>Ͳ<KEz/;^ͿWd>d ϮϰW<^,^dZd ηϬϮͲϬϰͬϬϲͬϬϴͬϭϬE,^KE^>' ^/E'WKZϬϳϵϯϭϰ W,h>/E^KKE͕&Z/ ϱϱ:>EdDE W,hDE'd,KE'<>s/E dĞů͗ϴϭϭϴϮϰϭϬ ϱϱ:>EdDE ηϬϳͲϬϯ ^/E'WKZϯϮϵϬϬϭ W,h^E',h dĞů͗ϲϮϮϳϬϮϮϳ &/,dEZ;^/ͿKE^h>d/E'Wd>d ϯϲhydKE,/>> ^/E'WKZϬϴϵϲϭϰ W,h^,/<,/D dĞů͗ϲϯϯϰϱϬϲϴ WKE^h>d/E'E'/EZ^ ϳϱϬϬ,ZK ηϬϰͲϯϭϴd,W> ^/E'WKZϭϵϵϱϵϭ W,hd/D/E dĞů͗ϲϮϵϰϭϯϯϮ ^ΘW^^K/d^ ϯϭϴͲ</E''KZ'^sEh ^/E'WKZϮϬϴϱϲϯ WK,,<hE dĞů͗ϲϯϲϳϬϵϯϯ ^,K>/E'^>d ϲϳ^hE'/<hdZ/s ^/E'WKZϳϮϵϱϲϳ dĞů͗ϲϱϯϴϰϯϴϴ 'ZKE^h>dEd^ ><ϱϯϭhWWZZK^^^dZd ηϬϯͲϲϱ,KE'>/DKDW>y ^/E'WKZϬϱϬϱϯϭ WK,,KE'WE' dĞů͗ϲϯϰϴϴϲϯϴ WZKdD,KΘ,E'KE^h>d/E'E'/EZ^ ><ϴϲ ηϬϰͲϯϬϰ͕DZ/EWZEdZ> ^/E'WKZϰϰϬϬϴϲ WK,,KE',E':K,E dĞů͗ϲϱϭϳϲϱϱϭ &Ădž͗ϲϳϯϱϳϰϰϰ ŵĂŝů͗:ŽŚŶ͘WŽŚΛǁŽƌůĞLJƉĂƌƐŽŶƐ͘ĐŽŵ tKEzWZ^KE^Wd>/D/d ϭϭϭ^KDZ^dZ ηϭϮͲϬϱ͕dZ/W>KE^KDZ^d ^/E'WKZϮϯϴϭϲϰ WK,<KE'E' dĞů͗ϲϮϱϲϲϲϲϵͬϲϮϵϭϯϭϴϵ DZ^&/>KE^h>dEd^ ϯϱ<>EdE>E ηϬϰͲϬϭ͕^WZ/E'>/&h/>/E' ^/E'WKZϮϬϴϲϱϮ Whd<^E' dĞů͗ϲϳϵϱϭϰϲϯ Wd^KE^h>dEd^ ϮϰϲW^/ZWE:E'ZK ^/E'WKZϭϭϴϲϬϲ Wh/^zE<KE' dĞů͗ϲϱϲϭϱϰϮϮ ^<Wh/,ZdZKE^h>d/E'E'/EZ^ ϭh</ddK<^dZdϮϮ ηϬϰͲϬϭ'ZWh/>/E' ^/E'WKZϲϱϵϱϵϮ YhE,EhZE<s/E dĞů͗ϵϳϴϰϵϳϭϵ ŵĂŝů͗ŬĞůǀŝŶΛŐŝĞ͘ĐŽŵ͘ƐŐ YEKE^h>d/E'E'/EZ^ ϭϳ:>E>E:hd ^/E'WKZϱϳϳϲϲϬ WK,,Z^E' dĞů͗ϲϰϴϮϯϭϮϯ &Ădž͗ϲϰϴϭϬϱϵϴ ŵĂŝů͗LJƐƋΛƵƐĂ͘ĐŽŵ ϯϯD/DK^Z^ ^/E'WKZϴϬϴϬϯϭ dĞů͗ϲϯϮϭϮϯϯϮ ^W^KE^h>dEd^Wd>d ϳ<WW>ZK ηϬϰͲϬϭ͕dE:KE'W'ZKDW>y;WK/hDͿ ^/E'WKZϬϴϵϬϱϯ ZD^hhWZhD>^tDz dĞů͗ϲϮϱϰϰϳϳϴ hZKE'/EZ^ ϱϯ</D<dZK ηϬϱͲϬϮDhE,Eh/>/E' ^/E'WKZϯϮϴϴϮϯ ZzDKE>hZ/,d&/> dĞů͗ϲϱϭϵϭϵϰϳ &Ădž͗ϲϮϲϬϬϴϭϲ ŵĂŝů͗ƌĂLJ͘ŚĂƚĨŝĞůĚΛƉƌͲĐŽŶƐ͘ĐŽŵ WZKE^h>dEd^K&&^,KZ ϮϯϱdDW/E^^dZdϮϭ ηϬϯͲϱϬϳ ^/E'WKZϱϮϭϮϯϱ ZE'^Dz^>sZ:h dĞů͗ϲϮϵϵϮϰϲϲͬϲϲϰϱϬϱϵϲ &Ădž͗ϲϮϵϵϬϮϵϳ ŵĂŝů͗ƐĞůǀĂƌĂũƵ͘ƌĞŶŐĂƐĂŵLJΛĂĞĐŽŵ͘ĐŽŵ KD^/E'WKZWd>d ϯϬϬ,ZK ηϬϯͲϬϬd,KEKhZ^ ^/E'WKZϭϵϵϱϱϱ ^^d,hEZzEE dĞů͗ϵϯϴϬϰϭϬϱͬϲϱϬϵϬϳϯϵ ŵĂŝů͗ƐĞƚŚƵƐĞƚŚƵϰϴΛŚŽƚŵĂŝů͘ĐŽŵ Ϯ</d,EZ>/E< ηϮϬͲϬϱ/dz^YhZZ^/E^ ^/E'WKZϮϬϳϮϮϵ ^>DKZ^tD/ZZD^tDz dĞů͗ϲϱϲϰϱϳϵϭ ><ϰϭϮWEE'ZE^ ηϭϱͲϭϬϬ ^/E'WKZϲϬϬϰϭϮ ^D,E'>KhE' dĞů͗ϲϳϰϴϰϲϲϴ &Ădž͗ϲϳϰϴϯϭϭϵ ŵĂŝů͗ĨŽŶŐĐŽΛƐŝŶŐƚĞů͘ĐŽŵ͘ƐŐ &&KE'KE^h>dWd>d Ϯϵd/^E'sEh ηϬϯͲϬϯEdhZ>KK>>/&^dz>,h ^/E'WKZϱϯϰϭϭϵ ^t,KKE dĞů͗ϲϰϲϵϲϯϵϱ ^KE^h>d/E'E'/EZ^ ϴϳ,h'hEs ^/E'WKZϱϴϵϭϴϰ ^t^KKE:/E dĞů͗ϲϳϳϳϲϯϭϮ ><ϱϬϵt^dK^dZ/s ηϬϰͲϮϵϱ ^/E'WKZϭϮϬϱϬϵ dĞů͗ϲϮϵϰϰϬϰϵ /s/>^dZhdKE^h>dEd^ ϮϬKy&KZZK ηϬϱͲϭϵ ^/E'WKZϮϭϴϴϭϱ dĞů͗ϲϮϵϭϳϵϴϴ dW^KtKE^h>dEd^ ϲϬϬϭ,ZK ηϭϴͲϬϲ'K>ED/>dKtZ ^/E'WKZϭϵϵϱϴϵ YhEz/E'^h Z:ZDt: ^EEz<:zZdEEZ ^Ktd<WE' ^/E'WKZϭϵϵϱϴϵ dĞů͗ϲϳϯϱϭϳϲϴ ^<Θ^^K/d^ ϱϬ,/E^tZK ηϬϴͲϬϱd,KE',/h/>/E' ^/E'WKZϭϲϵϴϳϰ dĞů͗ϲϯϱϲϰϳϴϴ td^KE^h>d/E'E'/EZ^ ϲϯ:>EWD/DW/E ηϬϮͲϬϳ ^/E'WKZϱϳϳϮϭϵ dĞů͗ϲϱϰϲϮϬϭϲ <^/tE'/EZ/E'KE^h>dEd^ ><Ϯϭϰ>KzE'sEh ηϬϮͲϬϲ ^/E'WKZϱϬϵϬϲϱ dĞů͗ϲϯϯϲϯϱϬϬ ^dKE^h>dEd^нZ/d,<Z^ ϭϭϭEKZd,Z/'ZK ηϭϴͲϬϱWE/E^h>W> ^/E'WKZϭϳϵϬϵϴ dĞů͗ϲϳϯϳϳϱϰϰ Z^WZ,/dd^W>EEZ^ΘE'/EZ^;WdͿ>d ϭϱ^Kdd^ZK ηϬϳͲϬϬd,KE'd<h/>/E' ^/E'WKZϮϮϴϮϭϴ ^/EdK,,E' dĞů͗ϲϯϯϳϯϴϰϳ d^/EΘ^^K/d^ EK͘ϭ^KW,/ZK ηϬϱͲϬϳ͕WEdZ ^/E'WKZϮϮϴϭϰϵ ^/dd,KD^ dĞů͗ϲϮϳϯϱϮϱϱ ŵĂŝů͗ƚŚŽŵĂƐ͘ƐŝƚΛŵĞŝŶŚĂƌĚƚŐƌŽƵƉ͘ĐŽŵ D/E,Zd;^/E'WKZͿWd>d ϭϲϴ:>Eh</dDZ, ηϬϵͲϬϭ ^/E'WKZϭϱϬϭϲϴ ^/s<hDZEDhZh'^h dĞů͗ϲϯϵϮϳϱϰϲ ^D^KE^h>d/E'E'/EZ^ ϲϬϬϭ,ZK ηϭϮͲϬϰ'K>ED/>dKtZ ^/E'WKZϭϵϵϱϴϵ ^K,DE'^E' dĞů͗ϲϴϵϯϴϴϵϬ &Ădž͗ϲϴϵϯϴϴϳϮ Z/KZEKE^h>dEd^ ><ϲϳϴtKK>E^sEhϲ ηϬϯͲϬϱD/Z>dzW> ^/E'WKZϳϯϭϲϳϴ dĞů͗ϲϯϱϳϰϱϲϳ W'KE^h>dEd^Wd>d Ϯϯϴd,KD^KEZK ηϭϭͲϬϬ͕dKtZEKsE^YhZ ^/E'WKZϯϬϳϲϴϱ ^KE'tE' dĞů͗ϲϮϳϯϱϲϮϮ <dWKE^h>dEd^Wd>d ><ϭϲϱdDZ,dZ ηϬϴͲϯϲϴϱͬϵ ^/E'WKZϭϱϬϭϲϱ ^KK,^ZE dĞů͗ϲϱϲϵϬϬϯϬ &Ădž͗ϲϱϲϵϬϬϮϬ ^KE^h>d/E'E'/EZ^Wd>d Ϯϭh</ddK<Z^Ed ηϬϵͲϳϴt'dKtZ ^,<<D,t ^,hDt/E'dhE' ^/t</D,K/ ^/Dd< ^/Dt<d ^KD</d>ZdWEzs/d ^KK,^ZE &Ădž͗ϲϱϲϵϬϬϮϬ ͲŵĂŝů͗ĐƐĞŶŐƌƐΛĐƐĞŶŐƌƐ͘ĐŽŵ ηϬϵͲϳϴt'dKtZ ^/E'WKZϲϱϴϬϲϱ ^KK<,KZ,K< dĞů͗ϲϳϰϳϲϵϬϭ yhd/s/^/KE^/EΘWZdEZ^ ><ϲhWWZKKE<E'ZK ηϬϮͲϭϬϮϬ ^/E'WKZϯϴϬϬϬϲ ^KKzd,hE' dĞů͗ϵϭϱϮϭϮϲϭ ŵĂŝů͗ƐLJĞƚĐŚƵŶŐΛLJĂŚŽŽ͘ĐŽŵ͘ƐŐ ϯϰϯhWWZh</dd/D,ZK ηϬϴͲϬϲ ^/E'WKZϱϴϴϭϵϲ ^KKE,ZEz dĞů͗ϲϲϱϵϴϵϰϱ &Ădž͗ϲϳϯϰϯϮϱϳ ŵĂŝů͗ƐŽŽŶĐŚĞƌŶLJĞĞΛĞƐƚƌƵĐƚ͘ĐŽŵ͘ƐŐ Ͳ^dZhdKE^h>d/E'Wd>d Ϯϴ^/ED/E'>E ηϬϲͲϭϯϰD/s/t/dz ^/E'WKZϱϳϯϵϳϮ ^KKEd/<>D dĞů͗ϲϯϱϯϵϲϬϭ &Ădž͗ϲϯϱϯϲϴϭϬ ^d>KE^h>dEd^ ><Ϯ>^d/ZZK ηϬϰͲϲϳϯ>^d/Z,/>>^,KWW/E'EdZ ^/E'WKZϯϮϬϬϬϮ dĞů͗ϲϮϱϯϯϮϱϭ DZKh/>KE^h>dEd^ Ϯ>^d/ZZK ηϬϰͲϲϱϵ ^/E'WKZϯϮϬϬϬϮ dĞů͗ϲϯϰϴϯϲϲϬ /EdZ^K&dZ^Z,E'/EZ^ ϭϵDZ'ZE^ ηϭϲͲϮϯ ^/E'WKZϰϯϵϵϲϮ d/dEz/E dĞů͗ϲϯϯϴϮϯϴϲ d,,h,ΘWZdEZ^ ϭϵϬD/>Z ηϭϭͲϬϰ&KZdhEdZ ^/E'WKZϭϴϴϵϳϵ dE,E' dĞů͗ϲϮϰϴϭϭϮϭ &Ădž͗ϲϮϰϴϭϮϴϰ ŵĂŝů͗ƚĂŶĂĞΛƐƵƌďĂŶĂ͘ĐŽŵ ^hZE/EdZEd/KE>KE^h>dEd^Wd͘>d͘ ϭϲϴ:>Eh</dDZ,^hZEKE ^/E'WKZϭϱϬϭϲϴ dE/E<KE' dĞů͗ϲϳϰϭϰϯϱϭ &Ădž͗ϲϳϰϭϱϭϵϴ <dEKE^h>dEd^ ϱϭϬ'z>E'ZK ηϬϮͲϬϯd,^hE&>KtZ ^/E'WKZϯϴϵϰϲϲ dEKKE>KE' dĞů͗ϲϳϵϮϯϴϮϱ DZd^^K/d^ ϲϵt^dtKKsEh ^/E'WKZϲϰϴϯϵϭ dĞů͗ϲϮϳϭϴϴϵϱ E'/EZ^/EKZWKZd ϮϬϯ,EZ^KEZK ηϬϰͲϬϯ;ϴͿ,EZ^KE/Eh^dZ/>WZ< ^/E'WKZϭϱϵϱϰϳ ^hzh,/ ^t,KKE</d dEKKEt, t,<,/ts>KWDEd^Wd>d dE,/,t:K,E^KE dĞů͗ϲϱϯϯϬϱϳϴͬϲϱϯϲϮϵϱϬͬϵϮϯϵϰϲϮϯ t,<,/ts>KWDEd^Wd>d ϱϭd>K<zZ^dZd ^/E'WKZϬϰϴϰϰϭ dE,ZE',ZE' dĞů͗ϲϮϴϭϳϮϰϬ dE,ZE',ZE'Θ^^K/d^ ϮϰZKKKKsEh ^/E'WKZϱϯϵϴϯϲ dE,>E' dĞů͗ϲϮϰϴϭϮϱϱ &Ădž͗ϲϮϰϴϭϮϴϳ ŵĂŝů͗ƚĂŶĐůΛƐƵƌďĂŶĂ͘ĐŽŵ ^hZE/EdZEd/KE>^Wd>d ϭϲϴ:>Eh</dDZ,^hZEKE ^/E'WKZϭϱϬϭϲϴ dĞů͗ϲϳϴϯϭϲϭϬ <dEΘ^^K/d^ ><ϴϱϳ͕dDW/E^^dZdϴϯ ηϬϲͲϯϳϬ ^/E'WKZϱϮϬϴϱϳ dE,KKE^E' dĞů͗ϲϮϵϴϮϰϲϴ ,^KE^h>dEd^ >K<ϱ͕E'DK</K/Eh^dZ/>WZ<Ϯ ηϬϱͲϬϵD<d,// ^/E'WKZϱϲϳϳϲϬ dE,hEW/E' dĞů͗ϲϮϳϴϱϬϬϳ &Ădž͗ϲϮϳϴϰϲϱϱ dWΘ^^K/d^KE^h>d/E'E'/EZ^ ><ϭϲϱ͕h</dDZ,EdZ> ηϬϰͲϯϲϴϱ ^/E'WKZϭϱϬϭϲϱ dĞů͗ϲϰϲϱϭϲϬϲ &Ădž͗ϲϰϲϰϳϬϵϴ WdZ^KE^KE^h>dEd^KE^h>d/E'/s/>Θ^dZhdhZ> E'/EZ^ ϵϭϯh</dd/D,ZK ηϬϮͲϬϯ ^/E'WKZϱϴϵϲϮϯ dE,E'DE' dĞů͗ϲϮϮϭϬϯϴϴ E'/EZ/E'ϮϬϬϬ ϭWZ>E< ηϬϭͲϬϮWZ>E<Wd ^/E'WKZϭϲϵϬϭϲ dE,KK/</d dĞů͗ϲϯϯϯϱϴϮϴ &Ădž͗ϲϯϯϯϱϳϱϴ d,<KE^h>dEdE'/EZ^ ϭϱϯͲ^>'/ZK ^/E'WKZϭϴϴϯϭϲ dE:/K<^t dĞů͗ϲϯϱϯϯϯϮϬ :^dEΘ^^K/d^ ><ϭd,KD^KEZK ηϬϰͲϯϰϮ&ͬ'>^d/Z,/>>^,KWW/E'dZ ^/E'WKZϯϬϬϬϬϭ dE:h/d< dĞů͗ϲϯϲϱϭϳϯϳͬϵϰϳϴϴϵϯϳ ŵĂŝů͗ƚũƚΛƚũƚͲĐŽŶƐƵůƚĂŶƚƐ͘ĐŽŵ͘ƐŐ d:dKE^h>dEd^>>W Ϯϭ<ZE:/>/E< ^/E'WKZϳϮϴϲϳϭ dE<,Dh/ dĞů͗ϵϴϯϯϯϯϭϳͬϲϯϱϯϯϯϵϮ &Ădž͗ϲϯϱϰϯϲϯϵ ŵĂŝů͗ŬĞŚŵƵŝΛƉŚĐŽŶƐƵůƚ͘ĐŽŵ͘ƐŐ W,KE^h>d/E'Wd>d Ϯϴ^/ED/E'>E ηϬϲͲϭϯϱD/s/t/dz ^/E'WKZϱϳϯϵϳϮ dE,/E</E' dEE'WE' dĞů͗ϲϯϯϲϯϱϬϬ ^dKE^h>dEd^нZ/d,<Z^ ϭϭϭEKZd,Z/'ZK ηϭϴͲϬϱWE/E^h>W> ^/E'WKZϭϳϵϬϵϴ dE<,E',t dĞů͗ϲϱϰϲϱϮϵϬ E'/EZ/E'ϮϬϬϬ ϭWZ>E< ηϬϭͲϬϮWZ>E<Wd ^/E'WKZϭϲϵϬϭϲ dE<,E'^KKE dĞů͗ϲϴϰϭϴϬϮϳ &Ădž͗ϲϴϰϭϱϭϯϬ ŵĂŝů͗ĞĂƐĞ͘ĐŽŶƐƵůƚĂŶƚƐΛŐŵĂŝů͘ĐŽŵ ^E'/EZ/E'KE^h>dEzWd>d ϲϮϱ>:hE//Eh^dZ/>KDW>y ^/E'WKZϯϴϵϴϯϲ dE</E',KE' dĞů͗ϲϴϴϰϴϵϴϰ ͲŵĂŝů͗ƚĂŶŶΛƚĚĞ͘ĐŽŵ͘ĐŽŵ͘ƐŐ dEE^/'E^ΘE'/EZ^ ϭϰϵ^>'/ZK ^/E'WKZϭϴϴϯϭϰ dE>,t dĞů͗ϲϮϮϬϬϬϯϭ DEΘWZdEZ^/s/>Θ^dZhdhZ>E'/EZ ϭϴhydKEZK ^/E'WKZϬϴϵϰϴϰ dĞů͗ϲϯϯϰϯϴϴϬ ,zZKE^h>d/E'Wd>d ϲϬ>Zd^dZd ηϭϭͲϬϬ>ZdKDW>y ^/E'WKZϭϴϵϵϲϵ dĞů͗ϲϮϵϮϵϬϮϭ Dd,KE^h>dEd^ ><ϴϬϵ͕&ZE,ZK ηϬϲͲϭϲϬ ^/E'WKZϮϬϬϴϬϵ dED/Ed/<͕E^KE dĞů͗ϲϳϯϴϰϬϮϮ /EE/><Θsd,;^ͿWd>d ϯϵϬ,s>K<ZK ηϬϰͲϬϭ</E'Ζ^EdZ ^/E'WKZϭϲϵϲϲϮ dEWE',hE dĞů͗ϲϮϵϳϴϵϯϴ zKE^h>dEd^ ϰϮ&K,ZK ^/E'WKZϮϬϵϮϲϵ dĞů͗ϲϳϲϲϱϴϵϳ ^dEKE^h>dEd^ ><Ϯϯϵh</dWE:E'Z/E'Z ηϬϰͲϭϭϳ ^/E'WKZϲϳϬϮϯϵ dĞů͗ϲϯϯϴϲϲϱϮ h/>/E'/E^Wd/KEΘ^/'E^^K/d^ ϭϳϬhWWZh</dd/D,ZK ηϬϰͲϱϭ ^/E'WKZϱϴϴϭϳϵ dĞů͗ϲϱϯϯϮϲϬϬ d͘z͘>/E^Khd,Ͳ^d^/;WdͿ>d EKϮ,s>K<ZK ηϬϯͲϭϱ͕WK>>KEdZ ^/E'WKZϬϱϵϳϲϯ dE<K<^/t dE>,tE' dEDE'>/E' dE^dK dE^<<hE dE^, ^/E'WKZϬϱϵϳϲϯ dE^E',hE dĞů͗ϲϯϵϭϬϯϱϬ ,ϮD,/>>^/E'WKZWd>d ϭϱϬ,ZK ηϭϵͲϬϭͬϬϮ ^/E'WKZϭϴϵϳϮϬ dE^/:h dĞů͗ϲϮϵϰϰϴϲϲ hE/Ͳ^^K/dKE^h>dEd^ ϮϳϳKhdZDZK ^/E'WKZϭϲϵϬϲϱ dEd<,E' dEd<,E' d/,ZZ/^Θ^hd,Z>E;^/E'WKZͿ ϭϬE^KEZK ηϯϬͲϬϲ/EdZEd/KE>W> ^/E'WKZϬϳϵϵϬϯ dEtKK/</E'd/DKd,z dĞů͗ϲϯϰϴϯϮϬϴͬϵϳϯϮϯϭϯϵ ŵĂŝů͗ƚŝŵƚĂŶΛĨƚŝŶĐ͘ĐŽŵ͘ƐŐ &d/EKE^h>dEd^ ϭϭϴ:KK,/dZK ηϬϮͲϬϭ ^/E'WKZϰϮϳϰϬϳ dĞů͗ϲϮϮϮϬϳϬϭ ^KE^h>dEd^ ϮϰW<^,^dZd ηϬϳͲϬϭE,^KE^h/>/E' ^/E'WKZϬϳϵϯϭϰ dEzt,/ dĞů͗ϵϰϱϳϮϱϮϬ WE'/EZ^ ϬϲZ&&>^Kh>sZ ηϬϰͲϭϬϬDZ/E^YhZ ^/E'WKZϬϯϵϱϵϰ dEzKKE',E' dĞů͗ϲϰϭϭϮϱϬϬͬϲϰϭϭϮϲϴϴͬϵϳϱϳϲϭϴϭ &Ădž͗ϲϰϭϭϮϱϬϭ ŵĂŝů͗ƚĂŶ͘LJŽŽŶŐŚĞŶŐΛĂƌƵƉ͘ĐŽŵ ZhW^/E'WKZWd>d ϭϬ,K,/E'ZK ηϮϲͲϬϭ<WW>dKtZ^ ^/E'WKZϬϴϵϯϭϱ dE',hE'z/ dĞů͗ϵϬϭϮϮϵϯϮͬϲϱϯϯϳϯϯϯ &Ădž͗ϲϱϯϯϳϳϬϳ ŵĂŝů͗ƚĂŶŐ͘ĐLJΛƉďǁŽƌůĚ͘ĐŽŵ WZ^KE^Z/E<Z,K&&Wd>d ϯϬϬ,ZK ηϬϱͲϬϬ͕d,KEKhZ^ ^/E'WKZϭϵϵϱϱϱ dE'/E',h dĞů͗ϲϮϵϱϭϯϵϮͬϵϲϯϬϵϮϴϭ ^dKEKE^h>d/E'E'/EZ^ ϯϰϭ:>E^Z ^/E'WKZϮϬϴϵϴϱ dE'<KKE'hE dĞů͗ϵϭϰϱϬϭϲϮ ŵĂŝů͗ƚŬŐƵĂŶϳϳΛŚŽƚŵĂŝů͘ĐŽŵ ><ϰϰ ηϬϲͲϮϱϯdE'>/E,>dZK ^/E'WKZϭϰϮϬϰϰ dE'dd<tKE' dĞů͗ϲϮϲϳϴϯϴϯ :hZKE'KE^h>dEd^Wd>d ϴ:hZKE'dKtE,>>ZK ηϬϴͲϬϬd,:d^hDD/d ^/E'WKZϲϬϵϰϯϰ dz/<:/hE dĞů͗ϲϮϮϲϱϰϭϵ &Ădž͗ϲϮϮϲϲϴϴϯ dEzE< ͘:͘ΖƐ/E'E/hZ^ ϯϰZ/'ZK ηϭͲϬϭ,/EdKtEW> dz/<:/hE &Ădž͗ϲϮϮϲϲϴϴϯ ηϭͲϬϭ,/EdKtEW> ^/E'WKZϬϴϵϲϳϯ dz,/E'<,/E' dĞů͗ϲϱϰϯϮϮϵϳ ^DKZW^/'EEKE^dZhd/KE ϭϲϳ:>Eh</dd/D,dKtZϱ ηϭϯͲϭϬ ^/E'WKZϭϱϬϭϲϳ dz<E'zKt dĞů͗ϲϯϰϱϴϭϰϮͬϲϯϰϱϴϭϰϯ dz<E'zKtΘ^^K/d^ ϳ^d/>>ZK^Khd, ^/E'WKZϰϮϯϵϮϰ dĞů͗ϲϮϵϯϳϬϯϳ dz,KE^h>d/E'E'/EZ^ EKϱsZhEZK ηϬϮͲϬϮ͕^Wh/>/E' ^/E'WKZϮϬϳϮϳϰ d^E' dĞů͗ϲϱϯϮϰϮϲϮ dΘdE'Z'KE^h>dEd^ ϭϱϬ^Khd,Z/'Z ηϬϱͲϬϮ&KK<,/>' ^/E'WKZϬϱϴϳϮϳ d,,KE'</ dĞů͗ϲϰϰϱϱϱϱϵ DŽďŝůĞ͗ϵϯϮϰϬϬϯϮ͕ϵϯϰϭϵϲϭϯ ŵĂŝů͗ƚĞŚŚŽŶŐ͘ŬŝĂΛŐŵĂŝů͘ĐŽŵ d,,KE'</KE^h>d/E'E'/EZΘ^^ ηϭϰͲϲϮ͕ϳ^/'>WZK ^/E'WKZϰϰϴϵϬϵ dĞů͗ϲϮϵϯϲϵϬϵ ϭϮϯKE^h>dEd^ ϭϭϲ>sEZ^dZd ϬϯͲϬϯW<,hEh/>/E' ^/E'WKZϯϯϴϳϯϬ dE''K<^E' dĞů͗ϲϮϵϲϮϵϲϴ W>/DΘWZdEZ^ ϯϱϮͲ</E''KZ'Ζ^sEh </E''KZ'Ζ^h/>/E' ^/E'WKZϮϬϴϱϴϬ dE'</D^E' ,W͗ϵϲϰϭϳϭϭϯ &Ădž͗;ϲϱͿϲϱϴϮϴϵϭϮ ŵĂŝů͗ƚĞŶŐŬƐΛƐƚĂƌŚƵď͘ŶĞƚ͘ƐŐ d<^KE^h>dEd^ ><ϰϮϯ͕W^/ZZ/^Z/sϲ ηϬϳͲϭϮϵ ^/E'WKZϱϭϬϰϮϯ dE'zh^E' dĞů͗ϲϰϴϰϮϮϮϮ KEKZWKZd/KE>d ϮE'DK</K^dZdϲϰ E'DK</K/Eh^dZ/>WZ<ϯ ^/E'WKZϱϲϵϬϴϰ dKE'd< dĞů͗ϲϴϲϮϮϰϲϳ >Dd>'ZKhW>d ϳdh^sϭϲ:hZKE' ^/E'WKZϲϯϴϵϯϰ dĞů͗ϲϯϯϮϳϲϮϲ dWdͲd,KE^h>d/E' ϯϯϲ^D/d,^dZd ηϬϲͲϯϭϭ ^/E'WKZϬϱϬϯϯϲ dzz<,KE' dE',/tzE dK:/E<t WdK^^K/d^KE^h>d/E'E'/EZ^ dĞů͗ϲϮϳϴϬϲϬϲ WdK^^K/d^KE^h>d/E'E'/EZ^ ><ϭϲϱdDZ,EdZ> ηϬϯͲϯϲϴϵ ^/E'WKZϭϱϬϭϲϱ dĞů͗ϲϯϱϳϰϱϲϭ W'KE^h>dEd^Wd>d Ϯϯϴd,KD^KEZK ηϭϴͲϬϬdKtZEKsE^YhZ ^/E'WKZϯϬϳϲϴϱ dKd,/EWK, dĞů͗ϲϮϴϭϯϱϭϱ ^^/'Ed ><ϮϬϴ͕,Kh'E'^dϮϭ ηϬϰͲϮϭϵ ^/E'WKZϱϯϬϮϬϴ dKd/dE' dĞů͗ϵϴϭϳϲϵϯϯ ϭϳd,KD^KE,/>>^Z ^/E'WKZϱϳϰϳϲϭ dKzKE'W,E' dĞů͗ϵϰϱϱϭϳϵϬ dKΖEΖ,E' ><ϰϳ͕dKWzK,>KZKE'ϲ ηϬϭͲϭϯϴ ^/E'WKZϯϭϬϬϰϳ dK,E''/W dĞů͗ϲϮϮϳϭϬϴϭͬϵϳϵϴϬϬϮϵ &Ădž͗ϲϮϮϳϲϴϭϳ ŵĂŝů͗ĞŐƚĞŽŚΛLJĂŚŽŽ͘ĐŽŵ͘ƐŐ d'E'/EZ/E'KE^h>dEd^ͬ d,E'/EZ^K>>KKZd/s>>W ϭϳϬ͕hWWZh</dd/D,ZK͕ ηϭϱͲϬϭ͕h</dd/D,^,KWW/E'EdZ ^/E'WKZϱϴϴϭϳϵ dK,,K<'hE dĞů͗ϲϱϲϵϯϴϬϮ &Ădž͗ϲϱϲϵϭϮϬϮ DͲdDKE^KZd/hD Ϯϭh</ddK<Z^Ed ηϬϱͲϴϭt'dKtZ ^/E'WKZϲϱϴϬϲϱ dK,<K<,E dĞů͗ϵϬϲϳϬϭϯϴ ŵĂŝů͗ŬŽŬŚĞĂŶ͘ƚĞŽŚΛŐŵĂŝů͘ĐŽŵ ><ϲϴϯ͕tKK>E^Z/sϲϮ ηϭϮͲϭϬϱнϭϲϳϬ ^/E'WKZϳϯϭϲϴϯ dĞů͗ϲϮϯϴϴϰϴϱ ^<Θ^^K/d^ ϱϬ,/E^tZK ηϬϴͲϬϱd,KE',/h/>/E' ^/E'WKZϭϲϵϴϳϰ dĞů͗ϲϰϲϴϴϴϴϱͬϲϰϲϴϴϰϲϲ ŵĂŝů͗Ŭůƚ͘ĂĚŵŝŶΛƚĞĐůůƉ͘ĐŽŵ͘ƐŐ <>d,DE'/EZ/E'KE^h>dEd^ͬd,E'/EZ^ K>>KKZd/KE>>W ϭϳϬhWWZh</dd/D,ZK ηϭϱͲϬϯh</dd/D,^,KWW/E'EdZ ^/E'WKZϱϴϴϭϳϵ d,DWK,<hE dĞů͗ϲϮϵϭϲϮϵϮ d,DΘtKE' ϱϬϬϭ,ZK ηϬϰͲϮϭ'K>ED/>KDW>y ^/E'WKZϭϵϵϱϴϴ d,KE'dh<^E' dĞů͗ϲϮϴϮϬϵϱϬ zZϮϬϬϬE'/EZ/E'KE^h>dEd^ ϮϮZ'>E'ZKs ^/E'WKZϱϱϲϮϳϭ dK^E'^E dKd<>/KE'͕D/,> d,D,/>K< d,D<tK<>KE' ^/E'WKZϱϱϲϮϳϭ dĞů͗ϲϯϮϰϳϬϳϴ D,z//KE^h>dEd^ ϭϲϯdZ^^dZd ηϬϲͲϬϰ>/E,hdh/>/E' ^/E'WKZϬϳϵϬϮϰ dK,E',KE' dĞů͗ϲϱϰϯϳϯϬϳ W'KE^h>dEd^Wd>d /ZWKZds>KWDEd/s/^/KE /ZWKZd/s/>Θ^dZhdhZ>ZE, ϭϴϬϬhWWZ,E'/ZEKZd,͕^/E'WKZϱϬϳϲϵϱ dK,,E>/E dĞů͗ϲϴϰϭϴϬϮϳͬϵϳϳϬϴϲϭϴ &Ădž͗ϲϴϰϭϱϭϯϬ ŵĂŝů͗ƚŽŚŚů͘ĞĂƐĞΛŐŵĂŝů͘ĐŽŵ ^E'/EZ/E'KE^h>dEzWd>d ϲϮϱ>:hE//Eh^dZ/>KDW>y ^/E'WKZϯϴϵϴϯϲ dĞů͗ϲϰϯϴϱϲϲϱ WDZEDĐ>>>EWd>d ϯϬϬ,ZK ηϬϰͲϬϬd,KEKhZ^ ^/E'WKZϭϵϵϱϱϱ d^ht/E'&hE'͕:K^W, dĞů͗ϲϴϰϵϳϲϰϳ ^DKZWE'/EZ^EKE^dZhdKZ^Wd>d ϲϬD/Z>dzZKt^d ηϬϯͲϬϭ ^/E'WKZϳϱϵϵϰϳ d^h/t/D/E'͕ZzDKE dĞů͗ϲϰϱϰϵϲϮϴ ZzDKEd^h/Θ^^K/d^ ϰϲ:>E,EW< ^/E'WKZϱϳϴϰϮϴ dĞů͗ϲϱϰϮϱϬϲϳ W'KE^h>dEd^Wd>d Ϯϯϴd,KD^KEZK ηϭϴͲϬϬ͕dKtZ͕EKsE^YhZ ^/E'WKZϯϬϳϲϴϱ s^,sdDZD<,/>E/ dĞů͗ϲϮϮϲϬϴϮϴ ΘsKE^h>dEd^>>W ϮϬDyt>>ZK ηϬϵͲϬϰͬϬϱDyt>>,Kh^ ^/E'WKZϬϲϵϭϭϯ tE^,hE'D/E' dĞů͗ϲϮϮϯϯϯϯϯ &ĂdžϲϮϱϯϮϳϲϲ ^D/KE^h>d/E'E'/EZ ><Ϯ͕>^d/ZZK ηϬϰͲϲϱϵ ^/E'WKZϯϮϬϬϬϮ tE'/>z dĞů͗ϲϮϳϯϱϲϮϮ <dWKE^h>dEd^Wd>d ><ϭϲϱh</dDZ,EdZ> ηϬϴͲϯϲϴϱͬϯϲϴϵ ^/E'WKZϭϱϬϭϲϱ tE'zKE':/ dĞů͗ϲϳϰϮϴϬϵϲdžƚϮϬϵ &Ădž͗ϲϴϰϴϮϰϬϴ ŵĂŝů͗ǁĂŶŐLJũΛƚƌŝƚĞĐŚ͘ĐŽŵ͘ƐŐ dZ/d,KE^h>dEd^Wd>d Ϯ<</h</dW> ηϬϮͲϬϭ͕dZ/d,h/>/E' ^/E'WKZϰϭϲϭϴϬ t,</D dĞů͗ϵϴϯϭϳϵϬϯ &Ădž͗ϲϰϱϳϯϴϯϲ d/KE',KKdhKE' d^d<tKE' s/d,/>/E'DzK'>/E'D t,</DKE^h>d/E'E'/EZ ϵϮ:>E'>E''E' t,</D &Ădž͗ϲϰϱϳϯϴϯϲ ϵϮ:>E'>E''E' ^/E'WKZϱϳϴϮϲϲ dĞů͗ϲϮϮϮϬϵϰϮ &Ădž͗ϲϮϮϮϬϵϰϯ ŵĂŝů͗ŐĞŶĞƌĂůΛŵŝůůĞŶŶŝƵŵƐ͘ĐŽŵ͘ƐŐ D/>>EE/hD^KE^h>dEd^ ϴϬϭ>KZKE'ϳdKWzK, ηϬϱͲϬϯ͕tZE^h/>/E' ^/E'WKZϯϭϵϯϭϵ t,/EtE^/DKE dĞů͗ϵϳϯϵϬϮϵϱ;^D^ŽŶůLJͿ W'KE^h>dEd^Wd>d ϭ'dtzZ/s ηϮϮͲϬϭ͕t^d'ddKtZ ^/E'WKZϲϬϴϱϯϭ t<z,ZE dĞů͗ϲϮϮϱϱϳϮϱ WKE^h>dEd^ ϮϲE',KKE^dZd ^/E'WKZϭϲϵϳϳϲ dĞů͗ϲϮϮϱϰϱϮϮ WDKKE^dZhd/KEΘE'/EZ/E'Wd>d EKϭϮ͕WZ/EtZZK ηϬϭͲϬϮ^dtzh/>/E'͕WK/hD ^/E'WKZϬϳϵϮϭϮ t^KKEE' dĞůϲϮϱϲϱϭϴϴ KEE>>t'EZ;WdͿ>d ϭϱϮ,ZK ηϮϯͲϬϴ ^/E'WKZϭϴϵϳϮϭ tz/E^KKE dĞů͗ϵϭϳϮϳϭϲϮ &Ădž͗ϲϳϮϱϴϰϱϲ ŵĂŝů͗LJƐǁĞĞĐŽΛŐŵĂŝů͘ĐŽŵ z^tKE^h>dEd^ >K<ϯϬϬϳ ηϬϱͲϰϭϰ͕h/ZKϭ ^/E'WKZϰϬϴϳϬϭ tK,^Kt,KKE dĞů͗ϲϰϰϬϲϭϰϮ ^tK,KE^h>d/E'E'/EZ^ ϭZKK<ZK ηϬϮͲϰϯ ^/E'WKZϰϮϵϵϳϵ tKE',/<KE' dĞů͗ϲϮϮϰϰϲϯϬ ϯKE^h>d/E'E'/EZ^ ϯϵ^,^dZd ^/E'WKZϭϴϴϯϵϱ tKE',/E:KE' dĞů͗ϲϳϰϴϰϲϲϴ &Ădž͗ϲϳϰϴϯϭϭϵ ŵĂŝů͗ĨŽŶŐĐŽΛƐŝŶŐƚĞů͘ĐŽŵ͘ƐŐ &&KE'KE^h>dWd>d Ϯϵd/^E'sEh ηϬϯͲϬϯEdhZ>KK>>/&^dz>,h ^/E'WKZϱϯϰϭϭϵ dĞů͗ϲϳϯϱϭϳϲϴ ^<Θ^^K/d^ ϱϬ,/E^tZK ηϬϴͲϬϱd,KE',/h/>/E' ^/E'WKZϭϲϵϴϳϰ dĞů͗ϲϳϰϮϭϲϭϯ tKE'Θ>KE^h>d/E'E'/EZ^ ϲϳh/Z^Ed ηϬϱͲϭϭd,E/Yh^EdZ ^/E'WKZϰϬϴϱϲϬ tKKE>/E' t<K<WE' tKE'E'^E' tKE',KE'>/d DhZZzͲEKZd,;^ͿWd>d tKE':/E<K< dĞů͗ϲϯϰϱϯϬϱϱ DhZZzͲEKZd,;^ͿWd>d ϴϬDZ/EWZZK ηϭϵͲϬϮWZ<tzWZ ^/E'WKZϰϰϵϮϲϵ tKE'<,Kt dĞů͗ϲϮϵϯϰϭϮϭ &Ădž͗ϲϮϵϯϰϴϰϬ <,KE^h>dEd^ ϮϬϬ:>E^h>dE ηϭϮͲϬϱdyd/>EdZ ^/E'WKZϭϵϵϬϭϴ tKE'<,^/KE' dĞů͗ϲϯϱϴϬϴϴϭ &Ădž͗ϲϮϱϴϯϬϮϱ <͘^͘tKE'KE^h>d/E'E'/EZ Ϯϭ>KsZtz ^/E'WKZϱϳϵϬϵϬ dĞů͗ϲϮϮϰϲϲϳϴ ^/'EdhZWZKWZdzKE^h>d/E'Wd>d ϮϰW<^,^dZd ηϬϮͲϭϯE^,KE^>' ^/E'WKZϬϳϵϯϭϰ dĞů͗ϲϮϳϮϬϬϯϱ Z/E&KZZd,;^ͿWd>d ϱϭϭ<DWKE',ZhZK ηϬϱͲϬϲ<WW>/^dZ/WZ< ^/E'WKZϬϵϵϰϳϳ tKE'<K<>KKE' tKE'<tK<t/>yEZ dĞů͗ϲϯϭϲϵϱϮϭͬϵϬϬϭϮϯϰϴ tKE'DE'&KKΛtKE'DE'</d &Ădž͗ϲϯϭϲϵϱϰϯ ŵĂŝů͗ĞŶŐƌǁŵĨΛƐŝŶŐŶĞƚ͘ĐŽŵ͘ƐŐ hZ<KE^h>dEd^ ϭϴKKE>ztz ηϬϵͲϭϬϵϭϴΛdZͲ,hϮϭ ^/E'WKZϲϬϵϵϲϲ dĞů͗ϲϮϮϯϯϭϮϱ ͘d͘KE^h>dEd^ ϯd<>/DZK ^/E'WKZϬϴϴϯϴϭ EŽĚĂƚĂĨŽƵŶĚ 'KZ&dKE^h>d/E'E'/EZ^ ϭϬϵdDW/E^ZK ηϬϳͲϬϰ ^/E'WKZϱϯϱϭϯϭ dĞů͗ϲϳϰϱϳϭϭϴ E'/EZϵϯ ϱϰϬ^/D^sEh ηϬϯͲϬϮ^/D^sEhEdZ ^/E'WKZϯϴϳϲϬϯ tKE'zd^hE dĞů͗ϲϮϵϴϴϲϭϭ E'/EZ/E'^^K/d^ ϱϬϬϭ,ZK ηϬϲͲϭϴ͕'K>ED/>KDW>y ^/E'WKZϭϵϵϱϴϴ tKE'zt&/ zDtKE^h>dEd^ dĞů͗ϵϲϲϰϱϮϯϱͬϲϰϴϳϲϮϴϮͬϲϰϴϳϲϮϴϯ ϱϬϬϭ,ZK ŵĂŝů͗ŵǁΛLJŵǁ͘ĐŽŵ͘ƐŐͬĂĚŵŝŶΛLJŵǁ͘ĐŽŵ͘ƐŐ ηϬϵͲϴϳ͕'K>ED/>KDW>y ^/E'WKZϭϵϵϱϴϴ tKE'Wh/&hE tKE'^/h</E͕</d, tKE'tE',/ th,hE dĞů͗ϵϯϴϳϬϱϭϯ thKE^h>d/E'E'/EZ^ ϴϳϭdDW/E^^dZdϴϰ ηϬϵͲϮϭ ^/E'WKZϴϰϱϮϭϴϳϭ dĞů͗ϲϮϳϮϳϬϳϭ tZyKE^h>dEd^ ϮϬϯ,EZ^KEZK ηϬϰͲϬϯ,EZ^KE/Eh^dZ/>WWZ< ^/E'WKZϭϱϵϱϰϲ th,E'W/E';ZͿ dĞů͗ϲϱϰϯϳϯϳϭ W'KE^h>dEd^Wd>d/ZWKZds>KWDEd /s/^/KE ϭϴϬϬhWWZ,E'/ZKEKZd, ^/E'WKZϱϬϳϲϵϱ yh,hEy/ dĞů͗ϲϮϳϲϲϴϭϵͬϵϭϭϮϬϱϯϰ &Ădž͗ϲϮϳϲϲϴϭϵ ŵĂŝů͗ĐŝƚLJƐŬLJĐŽŶƐƵůƚĂŶƚƐΛŐŵĂŝů͘ĐŽŵ /dz^<zE'/EZ/E'KE^h>dEd^ ϭϬϬϯh</dDZ,EdZ> ηϬϰͲϮϳ/EEKEdZ ^/E'WKZϭϱϵϴϯϲ zK,KE'/E' dĞů͗ϵϯϲϲϮϴϲϯ ͲŵĂŝů͗LJŚďϵϯΛLJĂŚŽŽ͘ĐŽŵ z,KE^h>dEd^ ><ϰYhEΖ^ZK ηϬϮͲϭϭϭ ^/E'WKZϮϲϬϬϬϰ zW<E<hK dĞů͗ϲϱϳϬϯϴϲϲ &Ădž͗ϲϱϳϬϯϴϲϵ ŵĂŝů͗LJĂƉŬĞŶŬƵŽΛLJĂŚŽŽ͘ĐŽŵ͘ƐŐ >EzWE'/EZ^Θ^^K/d^Wd>d ϮϬ^/ED/E'>E ηϬϴͲϲϱD/s/t/dz ^/E'WKZϱϳϯϵϲϴ zW<K<,KE' dĞů͗ϲϳϱϴϮϮϴϴ Ϯϳ:>E<>h>hd ^/E'WKZϴϬϵϬϰϰ dĞů͗ϲϳϯϯϲϱϭϱ <>zWKE^h>dEd^ ϯϭϳKhdZDZK ηϬϭͲϱϲKEKZ^,KWW/E'EdZ ^/E'WKZϭϲϵϬϳϱ dĞů͗ϲϮϵϵϳϯϭϯ WE'/EZ/E'KE^h>dEd^ ϱϴ>/t>^d ^/E'WKZϭϵϵϵϯϰ z^,hED/Ed,KD^ dĞů͗ϲϮϳϯϴϴϴϴ >hD,E'h/>/E'KEdZdKZ^Wd>d ϯϴ</Dd/EZK ηϬϯͲϬϬ</Dd/EW> ^/E'WKZϭϲϵϮϲϮ zK,/E/hE dĞů͗ϲϮϮϲϯϭϵϴ ͘/͘zKKE^h>d/E'E'/EZ ϲϬ^D/d,^dZd ^/E'WKZϬϱϴϵϲϯ zK,KKE,KE' dĞů͗ϲϮϳϯϱϮϱϱ D/E,Zd;^/E'WKZͿWd>d ϵϯ,s>K<ZK ^/E'WKZϭϲϬϬϵϯ zK'h<EKE'> dĞů͗ϲϮϵϳϴϵϯϴ zKE^h>dEd^ ϰϮ&K,ZK ^/E'WKZϮϬϵϮϲϵ thZh/y/Et/>>/D zW<tKE'>/E' zh<tK<zhE' ^/E'WKZϮϬϵϮϲϵ dĞů͗ϲϮϳϯϭϴϴϵ &Ădž͗ϲϮϳϯϯϭϴϴ ŵĂŝů͗ƐƚĞĞŶΛƐŝŶŐŶĞƚ͘ĐŽŵ͘ƐŐ ^dEKE^h>dEd^Wd>d ><ϭϲϮ ηϬϳͲϯϱϱϱ͕h</dDZ,EdZ> ^/E'WKZϭϱϬϭϲϮ zK>/>z dĞů͗ϲϮϴϲϬϮϯϯ '^KE^h>d ><ϮϬϯ͕,Kh'E'^dZdϮϭ ηϬϯͲϳϳ ^/E'WKZϱϯϬϮϬϯ zKWE'zDW,/>/W dĞů͗ϲϯϱϱϯϯϮϯ &Ădž͗ϲϯϱϲϯϯϭϯ ŵĂŝů͗ƉŬŬůΛƉĂĐŝĨŝĐ͘ŶĞƚ͘ƐŐ W<WKE^h>dEd^ ><Ϯ>^d/ZZK ηϬϰͲϲϰϵ͕>^d/Z,/>>^,KWW/E'EdZ ^/E'WKZϯϬϬϬϬϭ zKWK,,t</d, dĞů͗ϵϲϲϴϮϰϱϭ ŵĂŝů͗ŬĞŝƚŚ͘LJĞŽΛƚĞĐ͘ĐŽŵ͘ƐŐ d,E'/EZ/E'KE^h>dEd ϲϴϬhWWZd,KD^KEZK ηϬϮͲϭϬ͕Edh&/ZWZ/KͲKWZd/s ^/E'WKZϳϴϳϭϬϯ zK^/Kt:/E dĞů͗ϲϰϲϳϴϯϵϬ zK^/Kt:/E ϭϱ'ZE>&Z/^ ^/E'WKZϮϳϵϯϳϳ zKdz dĞů͗ϵϳϳϲϮϮϴϲ džƚϯĐƐΛƐŝŶŐŶĞƚ͘ĐŽŵ͘ƐŐ ydϯKE^h>dEd^ ϳϳϬz/^,hEsEhϯ ηϬϴͲϮϱϭ ^/E'WKZϳϲϬϳϳϬ zK,KKE<E' dĞů͗ϲϯϴϯϬϵϳϯ <KE^h>d/E'E'/EZ^ ϳϴϬhWWZ^ZE'KKEZK ηϬϮͲϭϭ ^/E'WKZϱϯϰϲϰϵ zKt'/E' dĞů͗ϲϮϲϵϭϭϵϳ Ϯ:>E/E/E' tKK>E^W< ^/E'WKZϳϯϵϴϭϵ zhE',hE<hE' dĞů͗ϲϯϯϳϳϴϴϳ Z:ZK<ZKE^h>dEd^Wd ϭϬϭ,ZK ηϬϮͲϬϯ</Dd>>' ^/E'WKZϭϴϵϳϬϯ z/Ezt^/E dĞů͗нϲϱϲϳϰϮϴϬϵϲdžƚϮϭϯ &Ădž͗нϲϱϲϴϰϴϮϱϬϴ ŵĂŝů͗LJLJŝĞŶΛƚƌŝƚĞĐŚ͘ĐŽŵ͘ƐŐ dZ/d,KE^h>dEd^Wd>d Ϯ<</h</dW> dZ/d,h/>/E' ^/E'WKZϰϭϲϭϴϬ z/KE',K/>/KE' dĞů͗ϲϰϯϵϵϬϵϱ WΘdKE^h>dEd^Wd>d ϮϰZ&&>^W> ηϮϯͲϬϬ>/&&KZEdZ ^/E'WKZϬϰϴϲϮϭ zK'^,<hDZ,,Z dĞů͗нϲϱͲϲϲϱϵϱϱϰϵͬϵϴϰϰϰϭϬϰ &Ădž͗нϲϱͲϲϲϱϵϮϬϰϬ EKsZ^/EdZEd/KE>Wd>d ϯϯh/sEhZϯ ηϬϲͲϮϲsZdy zK,KE'E' zK'^,<hDZ,,Z &Ădž͗нϲϱͲϲϲϱϵϮϬϰϬ ŵĂŝů͗ŶŽǀĂĂƌƐΛƐŝŶŐŶĞƚ͘ĐŽŵ͘ƐŐ ηϬϲͲϮϲsZdy ^/E'WKZϰϬϴϴϲϴ zKE'hE'D/E' dĞů͗ϵϭϴϵϭϲϲϴ ŵĂŝů͗ĚŵLJŽŶŐ͘ũŝďΛŐŵĂŝů͘ĐŽŵ :/^W/>/^dKE^h>dEd^Wd>d ϮϯϬ,Kh'E'^dϮϭ ηϬϯͲϲϭ ^/E'WKZϱϯϬϮϬϯ zKE'^,E,/ dĞů͗ϲϳϳϵϳϬϲϭ ^zKE'KE^h>dEd^ ϮϬ:>ED^<hE/E' ^/E'WKZϭϮϴϳϭϮ zKE'zE^EZzDKE dĞů͗ϲϮϮϲϱϰϭϵͬϵϭϬϭϵϯϴϭ &Ădž͗ϲϳϴϱϰϴϴϮ ŵĂŝů͗ƌLJLJƐĞϭΛLJĂŚŽŽ͘ĐŽŵ Zz^KE^h>d/E'E'/EZ^ ϯϰZ/'ZK ηϭͲϬϭ͕,/EdKtEW> ^/E'WKZϬϴϵϲϳϯ zKKEt/E'zt dĞů͗ϲϱϰϯϳϯϲϱ &Ădž͗ϲϱϰϱϰϲϵϭ ŵĂŝů͗ĞƌLJŽŽŶΛƐŝŶŐŶĞƚ͘ĐŽŵ͘ƐŐ W'KE^h>dEd^Wd>d /ZWKZds>KWDEd/s/^/KE ϭϴϬϬhWWZ,E'/ZKEKZd, ^/E'WKZϱϬϳϲϵϱ dĞů͗ϲϮϱϮϲϲϳϲͬϵϲϬϯϭϴϬϭ D<^/'EKE^h>dEd^ ><Ϯ>^d/Z,/>> ηϬϯͲϳϬϭ͕^,KWW/E'EdZ ^/E'WKZϯϮϬϬϬϮ dĞů͗ϲϳϯϳϳϱϰϰ Z^WZ,/dd^W>EEZ^ΘE'/EZ^;WdͿ>d ϭϱ^Kdd^ZK ηϬϳͲϬϬ͕d,KE'd<h/>/E' ^/E'WKZϮϮϴϮϭϴ zKh&KK<,/E dĞů͗ϲϮϵϯϭϵϬϬ DKddDKE>^/E'WKZWd>d ϳϱϬϬ,ZK ηϬϱͲϯϭϮͬϯϭϳd,W> ^/E'WKZϭϵϵϱϵϭ zh^,hͲ^/E''Z/> dĞů͗ϲϮϱϭϴϮϴϳ ϭϬ&Z>>,/>> ηϭϴͲϮϰ ^/E'WKZϱϳϵϳϮϱ zhzKE',h dĞů͗ϲϱϯϯϲϳϴϴͬϵϭϳϴϲϮϵϵ &Ădž͗ϲϱϯϲϬϮϮϵ ŵĂŝů͗LJŽŶŐŚƵĂLJƵΛLJŵĂŝů͘ĐŽŵ ^Ͳ:KE^h>dEd^Wd>d ϭϲ:>E</>E' ηϬϯͲϬϭͬϬϮ͕,K/,hWh/>/E' ^/E'WKZϭϱϵϰϭϲ zhEs/EEd dĞů͗ϲϳϵϰϯϱϰϱͬϵϴϱϬϵϭϴϲ ŵĂŝů͗ǀŝŶĐĞŶƚLJƵĂŶΛǀLJĞĂĐ͘ĐŽŵ s/EEdzhEE'/EZ^E^^K/d^Wd>d ϭϳϲϵ'z>E',Zh ηϬϮͲϬϱ ^/E'WKZϯϯϵϳϬϯ ,E'E/E's/EEd dĞů͗ϲϰϭϵϴϱϬϭͬϵϭϴϬϰϲϲϵ &Ădž͗ϲϮϳϱϮϳϳϲ ŵĂŝů͗ǀŝŶĐĞŶƚŶŝŶŐ͘njŚĂŶŐΛƐŐ͘ďƵƌĞĂƵǀĞƌŝƚĂƐ͘ĐŽŵ <DKE^h>dEd^Wd>d ϮϬ^/EWZ<ZK ηϬϯͲϬϭd>d,WZ< ^/E'WKZϭϭϳϲϳϰ zKKE'DK<<D zKKE'^,t>KE' ^:KE^h>d/E'E'/EZ^ ,E'^,/:/ dĞů͗нϲϱϵϳϰϱϮϱϵϵ ŵĂŝů͗ƐũĐŽŶƐƵůƚŝŶŐĞŶŐŝŶĞĞƌƐΛŐŵĂŝů͘ĐŽŵ ^:KE^h>d/E'E'/EZ^ ϲϯηϭϰͲϲϯϱdE'ZE^ZK ^/E'WKZϲϬϬϬϲϯ ,E',/:/E dĞů͗ϵϴϬϬϰϯϴϱ &Ădž͗ϲϮϴϭϱϲϴϵ ŵĂŝů͗ƉƐŝĞŶŐŝŶĞĞƌΛŐŵĂŝů͘ĐŽŵ ^dZhdhZ>/E^Wd/KEE'/EZ^^^K/d/KE ϭϵdEEZz>E ηϬϰͲϬϭ ^/E'WKZϯϰϳϳϴϭ ,KhdKE'YhE dĞů͗ϲϯϰϴϯϵϲϮ dEt/dE'/EZ/E'KE^h>dEd^ ϯϳϭ,ZK ηϬϮͲϮϰ͕<zWK/Ed ^/E'WKZϭϵϵϱϵϳ KE'^,h/ZZ/< dĞů͗ϲϮϰϴϭϰϵϲͬϵϲϭϴϬϮϴϮ &Ădž͗ϲϮϰϴϭϮϴϳ ŵĂŝů͗ĚĞƌƌŝĐŬnjŽŶŐΛƐƵƌďĂŶĂũƵƌŽŶŐ͘ĐŽŵ ^hZE:hZKE'Wd͘>d͘ ϭϲϴ:>Eh</dDZ,;ϮϮ&ůŽŽƌͿ ^hZEKE^/E'WKZϭϱϬϭϲϴ
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