Ohw ' iLd %oLd %?o G % 5 Uc ' c c ?j1 Vlqfh vdwlvhv Sroodug*v hqwurs|
frqglwlrq iru vrph qlwh frqvwdqw wdnhq dv hqyhorsh/ wkh vhtxhqfh +
8E{ 'A3
[A
|'
\? '
Ldt| %o GA ,
lv vwrfkdvwlfdoo| glhuhqwldeoh dw zlwk udqgrp ghulydwlyh E_0yhfwru (8E +vhh h1j1 Sroodug +4<;8,/Dqguhzv+4<;</4<<<, iru ghqlwlrq/ xvh dqg fkhfn ri vwrfkdvwlf glhuhq0 wldelolw|,1 Lw phdqv wkdw zh kdyh wkh dssur{lpdwlrq=
8Ee ' 8Ee n(8E7Ee nJREA3*2c zkhuh 7 lv d phdq ydoxh orfdwhg ehwzhhqe dqg1
Vlploduo| zh jhw wkh dssur{lpdwlrqv=
8E l ' 8El n(8E7lE ll nJREA3*2 Frpelqlqj wkhvh dssur{lpdwlrqv dqg xvlqj8El ' ' 8E l ohdgv wr
8Ee ' 8E(8E7gldj7nJREA3*2c
zkhuh 7 lv wkh vwdfn ri E 8El*(8E7l/ ' c c ?/ dqg gldj 7 lv wkh gldjrqdo pdwul{ exlow iurp wklv vwdfn1
Xvlqj wkh frqyhujhqfh lq suredelolw| ri(8E7wrY8E*Y%/ ' c c ?/ dqg(8E7l wrsEl/ zh pd| ghgxfh wkh vwdwhg uhvxow iurp wkh fhqwudo olplw wkhruhp dqg frpsxwdwlrq ri vhyhudo fryduldqfh whupv vxfk dv=
55
A <"*4 A Fryd 8E&c8El,o ' 8El&c c l&al,c c l&?8E&8El,c
A <"*4 AFryd 8El&c8El,o ' 8El&al,8El&8El,c
A <"*4 A Fryd 8El&c82El,2o ' 82El&al,c l&al,28El&82El,2
Dfnqrzohgjhphqwv
Zh zrxog olnh wr wkdqn Surihvvruv Iuhhv dqg Ydogh} iru nlqgo| surylglqj wkh Orvv0DODH gdwd/
zklfk zhuh froohfwhg e| wkh XV Lqvxudqfh Vhuylfhv R!fh +LVR,1 Zh dovr wkdqn Surihvvruv Hpeuhfkwv dqg PfQhlo iru surylglqj wkh Gdqlvk gdwd rq uh lqvxudqfh orvvhv/ zklfk zhuh froohfwhg e| Phwwh U|wjddug dw Frshqkdjhq Uh1 Zh duh judwhixo wr Surihvvru Luëqh Jlmehov iru khu frpphqwv dv zhoo dv wr vhplqdu sduwlflsdqwv dw FUHVW/ KHF Odxvdqqh dqg OVH iru wkhlu uhpdunv1
Wkh uvw dxwkru dfnqrzohgjhv qdqfldo vxssruw ri wkh Ehojldq Jryhuqphqw xqghu Surmhw g*Dfwlrqv gh Uhfkhufkh Frqfhuwìhv% +Qr1 <;236054:,1 Wkh vhfrqg dxwkru uhfhlyhv vxssruw e| wkh Vzlvv Qdwlrqdo Vflhqfh Irxqgdwlrq wkurxjk wkh Qdwlrqdo Fhqwhu ri Frpshwhqfh= Il0 qdqfldo Ydoxdwlrq dqg Ulvn Pdqdjhphqw1 Sduw ri wklv uhvhdufk zdv grqh zkhq kh zdv ylvlwlqj WKHPD dqg LUHV1
Grzqordgdeoh dw
kwws=22zzz1khf1xqljh1fk2surihvvhxuv2VFDLOOHWbRolylhu2sdjhvbzhe2KrphbSdjhbribRolylhubVfdloohw1kwp
Uhihuhqfhv
^4` Dqguhzv/ G1 +4<<7,= Hpslulfdo Surfhvv Phwkrgv lq Hfrqrphwulfv%/ lq Kdqgerrn ri Hfrqrphwulfv/ Yro1 LY/ hgv U1 Hqjoh dqg G1 PfIdgghq/ 557:055<71
^5` Dqguhzv/ G1 +4<<<,= Hvwlpdwlrq zkhq d Sdudphwhu lv rq d Erxqgdu|%/Hfrqrphwulfd/
9:/ 4674046;71
^6` Duqrog/ E1 +4<;:,= Pdmrul}dwlrq dqg wkh Oruhq} Rughu= D Eulhi Lqwurgxfwlrq/ Vsulqjhu0 Yhuodj/ Qhz \run/ Q\1
^7` Edffhool/ I1 dqg D1 Pdnrzvnl +4<;<,= Pxowlglphqvlrqdo Vwrfkdvwlf Rughulqj dqg Dv0 vrfldwhg Udqgrp Yduldeohv%/ Rshudwlrqv Uhvhdufk/ 6:/ 7:;07;:1
^8` Eduwkrorphz/ G1 +4<8<d,= D Whvw ri Krprjhqhlw| iru Rughuhg Dowhuqdwlyhv/ L%/ Elr0 phwulnd/ 79/ 6907;1
^9` Eduwkrorphz/ G1 +4<8<e,= D Whvw ri Krprjhqhlw| iru Rughuhg Dowhuqdwlyhv/ LL%/ Elr0 phwulnd/ 79/ 65;06681
56
^:` Ehdfk/ F1 dqg U1 Gdylgvrq +4<;6,= Glvwulexwlrq0Iuhh Vwdwlvwlfdo Lqihuhqfh zlwk Oruhq}
Fxuyhv dqg Lqfrph Vkduhv%/ Uhylhz ri Hfrqrplf Vwxglhv/ 83/ :560:681
^;` Gdfkudrxl/ N1 dqg J1 Glrqqh +5333,= Rswlpdo Ilqdqfldo Sruwirolr dqg Ghshqghqfh ri Ulvn| Dvvhwv%/ Zrunlqj Sdshu 33045/ KHF Prqwuìdo1
^<` Gdugdqrql/ Y1 dqg D1 Iruflqd +4<<<,= Lqihuhqfh iru Oruhq} Fxuyh Rughulqjv%/ Hfrqr0 phwulfv Mrxuqdo/ 5/ 7;0:71
^43` Gdylgvrq/ U1 dqg M10\1 Gxforv +5333,= Vwdwlvwlfdo Lqihuhqfh iru Vwrfkdvwlf Grplqdqfh dqg iru wkh Phdvxuhphqw ri Sryhuw| dqg Lqhtxdolw|%/ Hfrqrphwulfd/ 9;/ 4768047971
^44` Ghqxlw/ P1 dqg D1 Fruqhw +4<<<,= Suhplxp Fdofxodwlrq zlwk Ghshqghqw Wlph0xqwlo0 Ghdwk Udqgrp Yduldeohv= Wkh Zlgrz*v Shqvlrq%/ Mrxuqdo ri Dfwxduldo Sudfwlfh/ :/
47:04;31
^45` Ghqxlw/ P1/ M1 Gkdhqh dqg F1 Uledv +5334,= Grhv srvlwlyh ghshqghqfh ehwzhhq lq0 glylgxdo ulvnv lqfuhdvh vwrs0orvv suhplxpvB%/ Lqvxudqfh= Pdwkhpdwlfv dqg Hfrqrplfv/
5;/ 638063;1
^46` Ghqxlw/ P1/ M1 Gkdhqh dqg P1 Ydq Zrxzh +4<<<,= Wkh Hfrqrplfv ri Lqvxudqfh= d Uhylhz dqg Vrph Uhfhqw Ghyhorsphqwv%/Exoohwlq ri wkh Vzlvv Dvvrfldwlrq ri Dfwxdulhv/
5/ 46:04:81
^47` Gkdhqh/ M1 dqg P1 Jrrydhuwv +4<<9,= Ghshqghqf| ri Ulvnv dqg Vwrs0Orvv Rughu%/
DVWLQ Exoohwlq/59/ 53405451
^48` Hpeuhfkwv/ S1/ F1 Noxsshoehuj dqg W1 Plnrvfk +4<<:,= Prghoolqj H{wuhpdo Hyhqwv iru Lqvxudqfh dqg Ilqdqfh/ Vsulqjhu Yhuodj/ Ehuolq1
^49` Hpeuhfkwv/ S1/ D1 PfQhlo dqg G1 Vwudxpdqq +5333,/ Fruuhodwlrq dqg Ghshqghqf| lq Ulvn Pdqdjhphqw= Surshuwlhv dqg Slwidoov%/ lq Ulvn Pdqdjhphqw= Ydoxh dw Ulvn dqg Eh|rqg/ hgv Ghpsvwhu P1 dqg Prdww K1/ Fdpeulgjh Xqlyhuvlw| Suhvv/ Fdpeulgjh1
^4:` Ilvkexuq/ S1 +4<;3,= Frqwlqxd ri Vwrfkdvwlf Grplqdqfh Uhodwlrqv iru Xqerxqghg Sure0 delolw| Glvwulexwlrqv%/ Mrxuqdo ri Pdwkhpdwlfdo Hfrqrplfv/:/ 5:405;81
^4;` Iuhhv/ H1 dqg H1 Ydogh} +4<<;,= Xqghuvwdqglqj Uhodwlrqvklsv Xvlqj Frsxodh%/ Qruwk Dphulfdq Dfwxduldo Mrxuqdo/ 5/ 40581
^4<` Jhuehu/ K1 +4<<8,= Olih Lqvxudqfh Pdwkhpdwlfv/ Vsulqjhu/ Ehuolq1
^53` Jrxulìurx{/ F1/ D1 Kroo| dqg D1 Prqiruw +4<;5,= Olnholkrrg Udwlr/ Zdog Whvw/ dqg Nxkq0Wxfnhu Whvw lq Olqhdu Prghov zlwk Lqhtxdolw| Frqvwudlqwv rq wkh Uhjuhvvlrq Sd0 udphwhuv%/ Hfrqrphwulfd/ 83/ 960;31
^54` Krzhv/ V1 +4<<6,= Lqihuulqj Srsxodwlrq Udqnlqjv iurp Vdpsoh Gdwd%/ VWLFHUG glv0 fxvvlrq sdshu1
57
^55` Mrh/ K1 +4<<:,= Pxowlyduldwh Prghov dqg Ghshqghqfh Frqfhswv/ Fkdspdq ) Kdoo/ Orq0 grq1
^56` Ndxipdqq/ U1/ D1 Jdgphu dqg U1 Nohww +4<<<,= Lqwurgxfwlrq wr G|qdplf Ilqdqfldo Dqdo|vlv%/ HWK Whfkqlfdo Uhsruw/ ] ulfk1
^57` Ndxu/ D1/ E1 Sudndvd Udr dqg K1 Vlqjk +4<<7,= Whvwlqj iru Vhfrqg0Rughu Grplqdqfh ri Wzr Glvwulexwlrqv%/ Hfrqrphwulf Wkhru|/ 43/ ;7<0;991
^58` Nlphogrui/ J1 dqg D1 Vdpsvrq +4<;:,= Srvlwlyh Ghshqghqfh Rughulqjv%/Dqqdov ri wkh Lqvwlwxwh ri Vwdwlvwlfdo Pdwkhpdwlfv/6</ 446045;1
^59` Noxjpdq/ V1 dqg U1 Sduvd +4<<<,= Ilwwlqj Elyduldwh Orvv Glvwulexwlrqv zlwk Frsxodv%/
Lqvxudqfh Pdwkhpdwlfv dqg Hfrqrplfv 57/ 46<047;1
^5:` Nrggh/ G1 dqg I1 Sdop +4<;9,= Zdog Fulwhuld iru Mrlqwo| Whvwlqj Htxdolw| dqg Lq0 htxdolw| Uhvwulfwlrqv%/ Hfrqrphwulfd/87/ 45760457;1
^5;` Nuroo/ \1 dqg K1 Ohy| +4<;3,= Vwrfkdvwlf Grplqdqfh Fulwhuld = d Uhylhz dqg Vrph Qhz Hylghqfh%/ lq Uhvhdufk lq Ilqdqfh +Yro1 LL,/ s1 596055:/ MDL Suhvv/ Juhhqzlfk1
^5<` Nxgr/ D1 +4<96,= D Pxowlyduldwh Dqdorjxh iru wkh Rqh0Vlghg Whvw%/ Elrphwulnd/ 83/
736074;1
^63` Ohkpdqq/ H1 +4<99, = Vrph Frqfhswv ri Ghshqghqfh %/ Dqqdov ri Pdwkhpdwlfdo Vwd0 wlvwlfv/ 6:/ 446:044861
^64` Ohy|/ K1 +4<<5,= Vwrfkdvwlf Grplqdqfh dqg H{shfwhg Xwlolw| = Vxuyh| dqg Dqdo|vlv%/
Pdqdjhphqw Vflhqfhv/ 6;/ 88808<61
^65` PfQhlo/ D1 +4<<:,= Hvwlpdwlqj wkh Wdlov ri Orvv Vhyhulw| Glvwulexwlrqv Xvlqj H{wuhph Ydoxh Wkhru|%/ Dvwlq Exoohwlq/ 5:/ 44:046:1
^66` PfIdgghq/ G1 +4<;<,= Whvwlqj iru Vwrfkdvwlf Grplqdqfh%/ lqVwxglhv lq wkh Hfrqrplfv ri Xqfhuwdlqw|/ hgv Irpe| W1 dqg Vhr W1/ Vsulqjhu0Yhuodj/ Qhz \run1
^67` Plojurp/ S1 dqg U1 Zhehu +4<;5,= D Wkhru| ri Dxfwlrqv dqg Frpshwlwlyh Elgglqj%/
Hfrqrphwulfd/ 83/ 43;<044551
^68` Prvohu/ N1 dqg P1 Vfduvlql +4<<6,= Vwrfkdvwlf Rughuv dqg Dssolfdwlrqv/ d Fodvvlhg Eleolrjudsk|/ Vsulqjhu0Yhuodj/ Ehuolq1
^69` Qhovhq/ U1 +4<<<,= Dq Lqwurgxfwlrq wr Frsxodv/ Ohfwxuh Qrwhv lq Vwdwlvwlfv/ Vsulqjhu0 Yhuodj/ Qhz0\run1
^6:` Qhzpdq/ F1 +4<;7,= Dv|pswrwlf Lqghshqghqfh dqg Olplw Wkhruhpv iru Srvlwlyho| dqg Qhjdwlyho| Ghshqghqw Udqgrp Yduldeohv%/ Lq Lqhtxdolwlhv lq Vwdwlvwlfv dqg Suredelolw|/
LPV Ohfwxuh Qrwhv 8/ 45:04731
58
^6;` Qruehuj/ U1 +4<;<,= Dfwxduldo Dqdo|vlv ri Ghshqghqw Olyhv%/ Exoohwlq gh o*Dvvrfldwlrq Vxlvvh ghv Dfwxdluhv/ 57605871
^6<` Slqtxhw/ M1 +4<<;,= Ghvljqlqj Rswlpdo Erqxv0Pdoxv V|vwhpv iurp Glhuhqw W|shv ri Fodlpv/DVWLQ Exoohwlq 5;/ Qr1 5/ 53805531
^73` Sroodug/ G1 +4<;8,= Qhz Zd|v wr Suryh Fhqwudo Olplw Wkhruhpv%/Hfrqrphwulf Wkhru|/
4/ 5<806471
^74` Urovnl/ W1 +4<:9,= Rughu Uhodwlrqv lq wkh Vhw ri Suredelolw| Glvwulexwlrq Ixqfwlrqv dqg wkhlu Dssolfdwlrqv lq Txhxhlqj Wkhru|%/Glvvhuwdwlrqhv Pdwkhpdwlfdh/ 465/ 807:1
^75` Vfdloohw/ R1 +5333,= Qrqsdudphwulf Hvwlpdwlrq dqg Vhqvlwlylw| Dqdo|vlv ri H{shfwhg Vkruwidoo%/ GS LUHV1
^76` Vfrww/ G1 +4<<5,= Pxowlyduldwh Ghqvlw| Hvwlpdwlrq= Wkhru|/ Sudfwlfh dqg Ylvxdolvd0 wlrq%/ Mrkq Zloh| ) Vrqv/ Qhz0\run1
^77` Vkdnhg/ P1 dqg M1 Vkdqwklnxpdu +4<<7,= Vwrfkdvwlf Rughuv dqg wkhlu Dssolfdwlrqv/
Dfdghplf Suhvv/ Qhz \run1
^78` Vnodu/ D1 +4<8<,= Irqfwlrqv gh Uìsduwlwlrq ã? Glphqvlrqv hw ohxuv Pdujhv/Sxeo1 Lqvw1 Vwdw1 Xqly1 Sdulv/ ;/ 55<05641
^79` Wfkhq/ D1 +4<;3,= Lqhtxdolwlhv iru Glvwulexwlrqv zlwk Jlyhq Pdujlqdov%/ Wkh Dqqdov ri Suredelolw|/ ;/ ;470;5:1
^7:` Wrqj/ \1 +4<<3,= Wkh Pxowlyduldwh Qrupdo Glvwulexwlrq/ Vsulqjhu/ Qhz \run1
^7;` Zrodn/ I1 +4<;<d,= Whvwlqj Lqhtxdolw| Frqvwudlqwv lq Olqhdu Hfrqrphwulf Prghov%/
Mrxuqdo ri Hfrqrphwulfv/ 74/ 53805681
^7<` Zrodn/ I1 +4<;<e,= Orfdo dqg Joredo ri Olqhdu dqg Qrqolqhdu Lqhtxdolw| Frqvwudlqwv lq Qrqolqhdu Hfrqrphwulf Prghov%/ Hfrqrphwulf Wkhru|/8/ 40681
^83` \ddul/ P1 +4<;:,= Wkh Gxdo Wkhru| ri Fkrlfh xqghu Ulvn%/Hfrqrphwulfd/ 88/ <804481
^84` \dqdjlprwr/ \1 dqg P1 Rndprwr +4<9<,= Sduwldo rughulqjv ri shupxwdwlrqv dqg prqrwrqlflw| ri d udqn fruuhodwlrq vwdwlvwlf%/Dqqdov ri wkh Lqvwlwxwh ri Vwdwlvwlfdo Pdwk0 hpdwlfv/ 54/ 7;<8391
59