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.o:a `].n h[a,]["ucz `u,ma"* eo2
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^o.m7" .)`ma l3sb `u+7 ^*jv%1"u 
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q`m ^o.m7" #ej,n ol7 q`m ^o.m7" 
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w ;s' ^),.r j7z #bjje c* .o:a 
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^o.m7! weoj`u im ^),.r j7  
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;<ocz ;s',.r" m"oc"<w l3sb^\ 
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h[a,]! .ulj`u o/i4 ,i"<,s euiz 
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*`mn,scz q`m.mhra;=.ulw 
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irj3 "u`[ $b'! .=,x^*,m"u 
l+7j<:/i4 cui= `=`[bw `]m" `].n 
jv1i= fui["! jv1+7j<: .o:a 
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l+7j<: .s. .a,]4 `z"u. ,mw `]m 
0,,oecd ,lab\r ,=ce ,/ati/ics 
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j+`v$ f[`n chc1 ,^ge3 <co"<" 
.n.usbn,sw `[7.].?q j+`v"u qj3 
d`[bj+`v8'0spillov] 
e6ect,0"9#h,0$ ^o.n.usbn,sw 
`u+7n `[7.].?q j+`v"u .a+7jcz 
_s! weoj3i4 .n.usbn,sw j+`vv 
^o.n.usbn,sw j+`v$ jb;:.q ;= 
j+`vcz ,i"<,s .o:a "u^u' cu;&iu 
#a d+.gd*;<i7 >a #a4jg0ppts4 
.[7$jcz _s["u chc/i4 j+`vw 
f[`o"! l1d:^u`o mrjr #bjje 
c*^mhs #bjbj c*,$.o "u^u' iuob 
.[7$"u qj3 j+`v"! `/l3j3 `\`v" 
"u^u' iuob["u qjr .[7$j3 
`u+7"%1z ;= >a #b4ih0ppts4q 
_s["u chc/i4"9#i,0 ocz #bjje c* 
`u+7"%1w d]`%3 ir^o >a #g4f0p 
.]iu"u l7i7jo fz ,m.g["u `u+7o 
.[7$jcz _s! <1 ,m o/i4

  "9#h,0 d`[bj+`vw /"u 
.n.usbn,sw `u+7 .[7$$ ,oai7 i[7 
.o:a ,s^o,[ l3sbw ,m+ .[7$"u 
os.: .o:a ^o.n.usb `u+7 .[7$"u 
os.o1 ,m o/i4
  "9#i,0 #bjje c*^mhs #bjbj 
c*,$.o m"oc"<w "u^u' iuob ,mcz 
`z"u. #a1jjj e]i7 #ah4d irq 
_s["u chc/i4 ,i"<,s "u^u' 
iuob["u c!sc3 ;= `u+7"%1z  
#a4jg*#f4f/#ah4d33#b4ih  q _s["u
chc/i4

    "7d+ #b71 .o:a "u^u' cu;&iu$
.o:a `u+7"%1n eo;ocz ]j>7 
8'.)`malsb;n.ul,0
=gggggggggggggggggggggggggggggg=
  0,p4_/.o:aw l3sb^\ `u+7"%1"1 
.n.usb  ^o.n.usb  .);n
""""""""""""""""""""""""""""""""
  "u^u' cu;&iu"1 #j4jjfja"9"9"9 
8'#j4jjbai,0  #j4jjdfg"9 
8'#j4jjbfe,0  #j4jajg"9"9"9 
8'#j4jjdjh,0
b#ad   h[a.ob  .o:acui=,o.7  #cg
  0,3/ant"1 9#j4jajf 8'#j4jgdi,0
#j4deh"9"9"9 8'#j4agg,0  
#j4ddg"9"9 8'#j4ahf,0
  0,obs]va;ns"1 #chg  #chg  #chg
  0,r-squ>$"1 #j4egc  #j4fcd  
#j4fdd
  0,m1n 9 #bjje"1 #j4jhab  
#j4cab  #j4cid
  0,f/ /age ;,f"1 #abh4b  #abh4b
#abh4b
=777777777777777777777777777777=
  .m"1 "7d+ #b71cz .o:aw "u^u' 
cu;&iu$ #a d+.gd*;<8'`z"u. 
#a1jjj e]i7 #f4f ir,0 .[7$j<:/! 
,ir .o:a `u+7"%1n eo;ocz ]j>7! 
.n,oj54 .n,oiy3 `\`v euim `o$3 
`u.] j+`v" `u,ma"* .n.usb ^o.m7"
.s,ma"* .n.usb ^o.m7" /l7 .o:a 
`u+7 ^*jv%1" ,mob cu;&iu" #be,n 
oj ^o.m7" #ej,n ol7 ^o.m7" :,] 
q`m ^o.m7! h=.nj<: ;m.]j<:/`u" 
;m.]! mrjr i"z `ma$w "u^u' iuob 
ir,m"! iu`m ^*,m"u l+7j54 "9" 
"9"9" "9"9"9cz #aj0p" #e0p" #a0p
,m.gn,s %weoj3 ]j>7q.o"! chcr54
  ."+"1 .=,x^*,m - "8.)`malsb;n 
.ul01" ix"ob^*,m - 0,,ifr 
,robot4 inohs;2 "8.)`malsb;n 
.ul01;2 0,,un,comtrade;2 
"8q`m.mhra;=.ul01 #b0p d+^(4
-----------------------------#ae
  i<[5z "u^u' iuob["u ,r7`:c3 
o1."ow .o1! l1d:^u`o mrjr 
`u+7`/>a `o$3o #a c* ol7q 
l7+7.oa o1."ov #a c* eoe3q 
o5,o"2o1+7.oa o1."on eo;q ]j>7! 
ccms l1d:^u</i4 "7d+ #c71z .o:aw
"u^u' cu;&iu$ l7+7.oa `u+7"%1n 
eo;q ]j>7! chcr3 _soi4 .n.usbw 
`]m "u^u' cu;&iu #a d+.gd*;< 
e3f[5w .[7$$ l7+7.oa `u+7"%1! >a
#j4ec0ppts4 .[7$,ofocz _s! <1 ,m
o/s/i4 ocz .n.usb `u+7"%1 .[7$w 
>a #hc0p "u "u^u' iuob["u c!sc3 
ir^m^gw o1."o$ l7+7.oa o1."oq 
_s! <1 ,m o/s/i4 ^o.n.usbw `]m 
"u^u' cu;&iuw .[7$"u qjr l7+7.oa
`u+7"%1o >a #j4bg0ppts4 .[7$jcz 
_s! <1 ,m o/s/i4 ac ocz 
h=`/.?["u %weoj3 ,m.gz <cos/`u 
^o.n.usb `u+7"%1 .[7$w >a #ee0p 
d#ad   h[a.ob  .o:acui=,o.7  #ci
.]iuq _s["u chc" .n.usbn ^ojr 
l7+7.oa `u+7"%1 l7,[7o ;<.ojcz 
^o.m7o ckz _s["u chc/i4 ,i"<,s 
.n.usb`v ^o.n.usbn,sw l7+7.oa 
`u+7"%1 l7,[7z ;= #j4hj0ppts4q 
_s["u chc/i4

    "7d+ #c71 .o:a "u^u' cu;&iu$
.o:a l7+7.oa `u+7"%1n eo;ocz 
]j>7
=gggggggggggggggggggggggggggggg=
  ==_/.o:a l7+7.oa l3sb^\ 
`u+7"%1"1 .n.usb  ^o.n.usb  .);n
""""""""""""""""""""""""""""""""
  "u^u' cu;&iu"1 #j4jjeca"9"9 
8'#j4jjbbb,0  #j4jjbfe 
8'#j4jjbaa,0  #j4jjgif"9"9 
8'#j4jjcfg,0
  0,3/ant"1 9#j4jjfge 
8'#j4jgaa,0  #j4bda"9 8'#j4abd,0
#j4bcd"9 8'#j4ach,0
  0,obs]va;ns"1 #chg  #chg  #chg
  0,r-squ>$"1 #j4efd  #j4fje  
#j4fae
  0,m1n 9 #bjje"1 #j4jfba  
#j4aee  #j4bag
  0,f/ /age ;,f"1 #abh4b  #abh4b
#abh4b
=777777777777777777777777777777=
  .m"1 "7d+ #c71z .o:aw "u^u' 
cu;&iu$ #a d+.gd*;<8'`z"u. 
#a1jjj e]i7 #f4f ir,0 .[7$j<:/! 
,ir .o:a l7+7.oa `u+7"%1n eo;ocz
]j>7! .n,oj54 .n,oiy3 `\`v euim 
`o$3 `u.] j+`v" `u,ma"* .n.usb 
^o.m7" .s,ma"* .n.usb ^o.m7" /l7
.o:a `u+7 ^*jv%1" ,mob cu;&iu" 
#be,n oj ^o.m7" #ej,n ol7 ^o.m7"
:,] q`m ^o.m7! h=.nj<: 
;m.]j<:/`u" ;m.]! mrjr i"z `ma$w
"u^u' iuob ir,m"! iu`m ^*,m"u 
l+7j54 "9" "9"9" "9"9"9cz #aj0p"
#e0p" #a0p ,m.gn,s %weoj3 
]j>7q.o"! chcr54
  ."+"1 .=,x^*,m - "8.)`malsb;n 
.ul01" ix"ob^*,m - 0,,ifr 
,robot4 inohs;2 "8.)`malsb;n 
.ul01;2 0,,un,comtrade;2 
"8q`m.mhra;=.ul01 #b0p d+^(4

  "7d+ #d71cz .o:aw "u^u' 
b#ae   h[a.ob  .o:acui=,o.7  #da
cu;&iu$ o5,o"2o1+7.oa `u+7"%1n 
eo;q ]j>7! chcr3 _soi4 .n.usbw 
`]m "u^u' cu;&iu #a d+.gd*;< 
e3f[5w .[7$$ o5,o eo2 o1+7.oa 
`u+7"%1! >a #j4jc0ppts4 
.[7$,ofocz _s["u chc/.oe3" ocz 
h=`/.?["u %weoj3 .[7$cz <cq 
_s["u i["sc/i4 `[,^ge3 <co"<" 
l7+7.oa `u+7"%1 l7,[7q 
#j4ec0ppts4^ui erm ckz ,m;o"u 
"u^u' iuob["u o5,o eo2 o1+7.oa 
`u+7z .n.usbn,s c!sc.o <30czicz 
_s! <1 ,m o/i4 "u^u' iuob["u qjr
o5,o eo2 o1+7.oa o1."o$ <cq 
l7+7.oa o1."o$ .[7$j3icz .s5z 
.n.usbn,sw "u^u' iuobz ,r7l3,] 
j>7l7w j+`v$ jp1,,q f[`o ,iregn 
.o1 .u0z o1."o$ .[7$j3i`u ;m"(j1
,m o/i4 `[,^ge3 <co"<" i3,gjo 
`u+7 .[7$^u
-----------------------------#af
i l7+7.oa `u+7w .[7$cz "u^u' 
iuob["u qjr .n.usbn,s ,r7l3,] 
j>7l7o iys/icz .s5! isma 
$7":aj`n imr'^9;o5jcz .[7`s"u 
jr,?iy1 ,m o/i4 on ^3jr 
^o.n.usbw `]m "u^u' iuob["u o5,o
eo2 o1+7.oa `u+7"%1o >a 
#j4bc0ppts4 l7,[7jcz _s! <1 ,m 
o/i4 o ,m;ocz l7+7.oa `u+7"%1 
.[7$^uicz ck.oe3" h=`/.?["u 
%weoj3 .[7$q _s["u chc/i4 o"sj3 
`\`vcz "u^u' iuob["u qj<: 
^o.n.usbn chc3 j+`vcz f[.o 
<30icz _s! .rjvaqj3 _so"<`u j1 
,m o/i4 .n.usb`v ^o.n.usbn,sw 
"u^u' iuob["u .[7$j3 o5,o eo2 
o1+7.oa `u+7"%1z ;= #j4bf0ppts4 
"u" #bjje c* o5,o eo2 o1+7.oa 
`u+7"%1w >a #f0p .]iu$ "u^u' 
iuob["u .[7$j3 _s! <1 ,m o/i4

    "7d+ #d71 .o:a "u^u' cu;&iu$
.o:a o5,o eo2 o1+7.oa `u+7"%1n 
eo;ocz ]j>7
=gggggggggggggggggggggggggggggg=
  ==_/.o:a o5,o eo2 o1+7.oa 
l3sb^\ `u+7"%1"1 .n.usb  
^o.n.usb  .);n
""""""""""""""""""""""""""""""""
  "u^u' cu;&iu"1 #j4jjjbeh 
a#af   h[a.ob  .o:acui=,o.7  #dc
8'#j4jjjbfi,0  #j4jjbcj"9"9"9 
8'#j4jjjehh,0  #j4jjbee"9"9"9 
8'#j4jjjece,0
  0,3/ant"1 #j4jjedi 8'#j4jaah,0
#j4agf"9"9"9 8'#j4jege,0  
#j4aha"9"9"9 8'#j4jehb,0
  0,obs]va;ns"1 #chg  #chg  #chg
  0,r-squ>$"1 #j4agg  #j4dei  
#j4dhf
  0,m1n 9 #bjje"1 #j4jjhc  
#j4jcee  #j4jdch
  0,f/ /age ;,f"1 #abh4b  #abh4b
#abh4b
=777777777777777777777777777777=
  .m"1 "7d+ #d71cz .o:aw "u^u' 
cu;&iu$ #a d+.gd*;<8'`z"u. 
#a1jjj e]i7 #f4f ir,0 .[7$j<:/! 
,ir .o:a o5,o eo2 o1+7.oa 
`u+7"%1n eo;ocz ]j>7! .n,oj54 
.n,oiy3 `\`v euim `o$3 `u.] 
j+`v" `u,ma"* .n.usb ^o.m7" 
.s,ma"* .n.usb ^o.m7" /l7 .o:a 
`u+7 ^*jv%1" ,mob cu;&iu" #be,n 
oj ^o.m7" #ej,n ol7 ^o.m7" :,] 
q`m ^o.m7! h=.nj<: ;m.]j<:/`u" 
;m.]! mrjr i"z `ma$w "u^u' iuob 
ir,m"! iu`m ^*,m"u l+7j54 "9" 
"9"9" "9"9"9cz #aj0p" #e0p" #a0p
,m.gn,s %weoj3 ]j>7q.o"! chcr54
  ."+"1 .=,x^*,m - "8.)`malsb;n 
.ul01" ix"ob^*,m - 0,,ifr 
,robot4 inohs;2 "8.)`malsb;n 
.ul01;2 0,,un,comtrade;2 
"8q`m.mhra;=.ul01 #b0p d+^(4

  "7d+ #e71cz .o:aw "u^u' 
cu;&iu$ o5`[5"9#aj,0n eo;q ]j>7!
.o:a^\`u+7.ul ."+"! jv1+7j<: 
^g,?j3 _soi4 .o:a^\`u+7.ulw `]m 
#bjjh c*^mhs .ul$ ,o.aivr/`o 
,iregn" o5`[5w `]m #bjaj c*" 
#bjae c*" #bjbj c* ."+"! ^g,?j<:
`\`v"! .n,oj<:/i4 .n.usbw `]m 
"u^u' cu;&iu #a d+.gd*;< .[7$ ,o
p1 `[b:cz >a #a4he0p l7,[7jcz 
_s["u chc/i4 ocz #bjbj c* e&$ 
`o.g >a #b4i e3 p3["u" .n.usbw 
`]m .o1 .u0z o1."ow .[7$,^ge3 
<co"< `[b: ,iuj3 l7,[7jcz _s["u 
chc/i4 ,o$3i7 `[b:w `]m >a 
#a4fc0p .[7$j<:/.oe3" ocz 
c#af   h[a.ob  .o:acui=,o.7  #de
h=`/.?["u %weoj3 ,m.gz <cq _s["u
chc/i4

  "9#aj,0 o5`[5w `]m #bjbj c* 
e&$ ,m.g["u h=o1j<: `/l3j<:/i4

  ^o.n.usbw `]m p1 `[b:cz >a 
#j4hf0p .[7$jcz _s["u chc" 
.n.usbw p1 `[b: l7,[7 dx^ui ckz 
_s! <1 ,m o/i4 ,o$3i7 `[b: ,iuj3
>a #a4ba0p .[7$jcz _s["u 
chc/czin" ocz ^o.n.usbw `]m o5,o
eo2 o1+7.oa o1."ow .[7$"u qj<: 
,o$3i7 `[b:w l7,[7o is ,^"[`n 
chc3 _s[
-----------------------------#ag
"u ;m;[aj1 ,m o/i4 ,iuj3 
^o.n.usbw `[b: l7,[7z "u^u' 
iuobw d`[bj+`v"u qjr .o:aw 
,s^o,[sb ,m+ l7,[7n `oqj3 _s["u 
/l7iy3i4 ,i"<,s "u^u' iuobw 
.[7$cz `u+7w .[7$,^ge3 <co"< 
`[b: ,iuj3 u1"<$cz _so 
`v3;<1iys/.oe3" l3sb^\"u c!sccz 
o1."ow .="%v `[b:w l7,[7 .]iu$ 
o.o1.?o"<cz _s ,iuj3 jvaqj1 ,m 
o/s/i4

    "7d+ #e71 .o:a "u^u' cu;&iu$
`[b:n eo;ocz ]j>78'#ae`9#fd,n,0
=gggggggggggggggggggggggggggggg=
  =="1 .n.usb8p1 `[b:  ,o$3i7 
`[b:0  ^o.n.usb8p1 `[b:  ,o$3i7 
`[b:0
""""""""""""""""""""""""""""""""
  "u^u' cu;&iu"1 8#j4jahe"9 
8'#j4jajh,0  #j4jafc 
8'#j4jaac,00  8#j4jjhee 
8'#j4jjged,0  #j4jaba"9"9  
8'#j4jjeac,00
  0,3/ant"1 89#j4hgg 8'#j4fie,0 
9#a4fjf"9"9 8'#j4gea,00  
89#j4hah 8'#j4fci,0  9#j4iab"9 
8'#j4dgf,00
  0,obs]va;ns"1 8#beh  #beh0  
8#beh  #beh0
  0,r-squ>$"1 8#j4ffg  #j4dig0  
8#j4igg  #j4hdf0
  0,f/ /age ;,f"1 8#ie4ae  
#ie4ae0  8#ie4ae  #ie4ae0
  0,m1n 9 #bjaj"1 8#aeh4e  
a#ag   h[a.ob  .o:acui=,o.7  #dg
#j4hba0  8#gi4ca  #j4gdi0
=777777777777777777777777777777=
  .m"1 "7d+ #e71cz .o:aw "u^u' 
cu;&iu$ #a d+.gd*;<8'`z"u. 
#a1jjj e]i7 #f4f ir,0 .[7$j<:/! 
,ir "u`[ o5`[5n eo;ocz ]j>7! 
.n,oj54 .n,oiy3 `\`v euim `o$3 
`u.] j+`v" `u,ma"* .n.usb ^o.m7"
.s,ma"* .n.usb ^o.m7" /l7 .o:a 
`u+7 ^*jv%1" ,mob cu;&iu" #be,n 
oj ^o.m7" #ej,n ol7 ^o.m7" :,] 
q`m ^o.m7! h=.nj<: ;m.]j<:/`u" 
;m.]! mrjr i"z `ma$w "u^u' iuob 
ir,m"! iu`m ^*,m"u l+7j54 "9" 
"9"9" "9"9"9cz #aj0p" #e0p" #a0p
,m.gn,s %weoj3 ]j>7q.o"! chcr54
  ."+"1 .=,x^*,m - "8.o:a^\ 
`u+7.ul01" ix"ob^*,m - 0,,ifr 
,robot4 inohs;2 "8.)`malsb;n 
.ul01;2 0,,un,comtrade;2 
"8q`m.mhra;=.ul01 #b0p d+^(4

  i<[5z "u^u' iuobo `u+7"%1n 
eo;q ]j>7o *"]^\"u s,is0`n i"z.o
l1d:^u`o mrjr q`m.mhra;=.ul"! 
jv1+7j<: ^g,?j<:/i4 "7d+ #f71z 
.o:aw *"]^\ `u+7"%1n eo;q ]j>7! 
chcr3 _soi4 m,) ,r7l3$c[7q`m 
8'#ae`9#fd,n,0w `u+7"%1z .o:aw 
"u^u' cu;&iu #a d+.gd*;< l7,[7 
,o #j4bb0ppts4 .[7$jcz _s! <1 ,m
o/i4 ocz .)`malsb;n.ulw ;m.];oq 
#a4jg0ppts4^ui ck.oe3 im .ul 
euimn,s "u^u' iuob["u qjr 
`u+7"%1o l7,[7jcz _s! <1 ,m 
o/s/i4 i<[5["u "u^u' iuobo 
`u+7"%1n eo;q ]j>7! ,n^m *"]^\"u
l1d:^( `\`v #ae,nn,s #bd,nw `]m 
#j4bi0ppts4 .[7$" #be,nn,s 
#cd,nw `]m #j4fh0ppts4 .[7$" 
#ce,nn,s #dd,nw `]m #j4ca0ppts4 
.[7$jcz _s! <1 ,m o/s/i4 h[ajo 
#ae,nn,s #bd,nw `u+7"%1o l7,[7j3
.s5z oi!o irja .qja ir,qn ;mrsb!
,)hraj3 _s["uiu jr,?j1 ,m o/i4 
ov ^3ir"u #de,nn,s #ed,nw 
`u+7"%1z ujo": #j4cg0ppts4 
$5,uj<:/`u" #ee,n ol7w `]m 
#j4bb0ppts4 $5,ujcz _s["u chc/[c
h=`/.?["u %weoj.ocz <30</i4 
"u^u' iuobo .t5z ;[7`v ^3ir"u 
c#ag   h[a.ob  .o:acui=,o.7  #di
.m7"2.7c*;[7w o1."o"! $5,u,ofocz
_sz *"]^\"u "u^u' iuobn .?[7jcz 
c[7":ao ,s"u i"[icz _s! ,olj1 ,m
o/i4
-----------------------------#ah
    "7d+ #f71 .o:a "u^u' cu;&iu$
*"]^\ `u+7"%1n eo;ocz ]j>7
=gggggggggggggggggggggggggggggg=
  ==_/.o:a *"]^\ `u+7"%1"1 
#ae`9#fd,n  #ae`9#bd,n  
#be`9#cd,n  #ce`9#dd,n  
#de`9#ed,n  #ee,n ol7
""""""""""""""""""""""""""""""""
  "u^u' cu;&iu"1 #j4jjbba"9 
8'#j4jjabj,0  #j4jjbia"9 
8'#j4jjagj,0  #j4jjfhd"9"9"9 
8'#j4jjbfc,0  #j4jjcai"9 
8'#j4jjagi,0  9#j4jjcfh"9"9 
8'#j4jjahe,0  9#j4jjbbj 
8'#j4jjcga,0
  0,3/ant"1 #j4jaga 8'#j4jhcc,0 
9#j4jdjg 8'#j4aja,0  #j4jjegh 
8'#j4aab,0  #j4jejg 8'#j4ajc,0  
#j4jcfc 8'#j4aaa,0  #j4jfjc 
8'#j4bjf,0
  0,obs]va;ns"1 ==  ==  ==  #chg
#chg  #chg
  0,r-squ>$"1 #j4ded  #j4fbg  
#j4jfh  #j4cah  #j4dbd  #j4ddd
  0,m1n 9 #bjje"1 #j4fdh  #j4aic
#j4fec  #j4gee  #j4gfi  #j4fgf
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8'#j4jja,0  9#j4jja"9"9 
8'#j4jjje,0  9#j4jje"9"9"9 
8'#j4jjb,0  9#j4jjc"9"9"9 
8'#j4jja,0  9#j4jja 8'#j4jja,0
  `v7:a`p3:a0,,fe"1 0,o  0,o  
0,o  0,o  0,o  0,o
  *iu0,,fe"1 0,o  0,o  0,o  0,o 
0,o  0,o
  q`m^*,m"1 ==  ==  ==  0,o  0,o
0,o
  ,mob cu;&iu"1 ==  ==  ==  0,o 
0,o  0,o
  .n.usb ^o%1"1 ==  ==  ==  0,o 
0,o  0,o
  0,obs]va;ns"1 #adi  #adi  #adi
#adi  #adi  #adi
  0,r-squ>$"1 #j4agh  #j4age  
#j4aef  #j4bgd  #j4bdi  #j4bhe
  #a0st /age ;,f"1 #ehb4a  
#ehb4a  #ehb4a  #aei4d  #aei4d  
#aei4d
=777777777777777777777777777777=
  .m"1 "7d+ #b71cz .o:aw "u^u' 
cu;& .]iu$ #a d+.gd*;<8'cui=. 
#a1jjj e]i7 #e4h ir,0 .[7$jr/! 
,ir" irja i[7"xn eo;ocz ]j>7! 
chcr54 .n,oj3 ^g,?`\`v euimn 
irjr *iu `u.]j+`v" `v7:a`p3:a 
`u.]j+`v" `u,ma"* eo2 .s,ma"* 
.n.usb ^o.m7" /l7 .o:a `u+7 
^*jv%1" ,mob cu;&iu" irja q`m 
^o.m7" :,] q`m ^o.m7" #be`9#cd,n
q`m ^o.m7" #ce`9#dd,n q`m ^o.m7"
#de`9#ed,n q`m ^o.m7! h=.nj<: 
;m.]j<:/[54 iu`m ^*,m ;m.]! mrjr
i"z `ma$w "u^u' iuob ir,m"! 
o+7j<: iu`m ^*,m"u jv1+7j54 "9" 
"9"9" "9"9"9cz $a$a #aj0p" #e0p"
#a0p ,m.gn,s h=`/.?["u %wj54
  ."+"1 "8`+%a`o^(h=`/.ul01;2 
`ma.n"u^u'j:bjy;2 "8.)`malsb;n 
.ul01;2 0,,un ,comtrade;2 
"8q`m.mhra;=.ul01 #b0p d+^( 
."+"! jv1+7j<: .s. .a,]4

c#cj   h[a.ob  eo;ocz ]j>7   #hc
  "7d+ #d71cz "u^u' iuobo irja 
i[7"xn eo;ocz ]j>7! ,t"ob 
.m;n^\"u `ma"2`="obir"9#g,0v 
l"obir"u `m^gj<: .n,oj3i4 ^g,? 
`\`vcz "u^u' iuobn l"obirn 
i[7"xj3 ja,r7i!o is f[`n 
^3[7j3icz
-----------------------------#ca
.s5! chcr3i4 "u^u' cu;&iu #a 
d+.gd*;< .[7$ ,o l"obirw `]m 
#j4g0pp e3f[5 irja i[7"x"%1o 
$5,ujr/[c" `ma"obirw `]m 
h=`/.?["u %weoj3 ]j>7o sb'cz 
_s["u chc/i4 o"sj3 ;<ocz l"obirv
`ma"2`="obirw ja^o ,m.g ;<o"u 
qjr "u^u' iuob["u qj3 `ojy^o+7 
^*jvn ir[7jcz ^7,oao l7oj`n 
chc/! $c[7,]! ,olj3i4 ,iuj3 
`ma"2`="obircz .o:a `%3j]! 
`u":j<: ,t"obiy3 `]m$ e30`o 
,iregn "u^u' iuobw .o:a.? 
;m7`:ao l"obirn ^ojr ck`n chc1 
$c[7,]iu .(.rj3i4

  "9#g,0 `ma"2`="obz `ma"ob" 
`="ob" `ma"obir ^sbq" h[a^\^sb 
^sbq! euim duj5j3i4

    "7d+ #c71 "u^u' cu;& .]iu$ 
irja i[7"xn eo;ocz ]j>7 
8'ja.n^\,0
=gggggggggggggggggggggggggggggg=
  ==_/irja i[7"x"%1"1 irja .);n 
#d c*.n  #b c*.n
""""""""""""""""""""""""""""""""
  "u^u' cu;&iu"1 9#j4jje"9"9"9 
8'#j4jjb,0  9#j4jje 8'#j4jjd,0  
9#j4jjc"9 8'#j4jja,0
  0,3/ant"1 9#a4jbg 8'#j4fih,0  
9#j4dce 8'#j4ghg,0  9#j4bga 
8'#j4ced,0
  0,obs]va;ns"1 #adi  #ajh  #abe
  0,r-squ>$"1 #j4bgd  #j4beg  
#j4caf
  0,f/ /age ;,f"1 #aei4d  #fi4d 
#hh4h
=777777777777777777777777777777=
  .m"1 "7d+ #c71z irja i[7"xn 
eo;ocz ]j>7! #d c*.nv #b c*.n"u 
`m^gj<: chcr54 .=,x^*,m"! .nyj3 
;m.],oa l>7`v h=.n^*,mcz "7d+ 
a#ca   h[a.ob  eo;ocz ]j>7   #he
#b71v i=o1j54
  ."+"1 "8`+%a`o^(h=`/.ul01;2 
`ma.n"u^u'j:bjy;2 "8.)`malsb;n 
.ul01;2 0,,un ,comtrade;2 
"8q`m.mhra;=.ul01 #b0p d+^( 
."+"! jv1+7j<: .s. .a,]4

    "7d+ #d71 "u^u' cu;& .]iu$ 
irja i[7"xn eo;ocz ]j>78',t"ob 
.m;n^\,0
=gggggggggggggggggggggggggggggg=
  ==_/irja i[7"x"%1"1 `ma"ob  
l"ob
""""""""""""""""""""""""""""""""
  "u^u' cu;&iu"1 9#j4jjjc 
8'#j4jjb,0  9#j4jjg"9 8'#j4jjd,0
  0,3/ant"1 9#j4cfh 8'#j4fhe,0  
9#j4chc 8'#j4ffa,0
  0,obs]va;ns"1 #fc  #acg
  0,r-squ>$"1 #j4caf  #j4bid
  0,f/ /age ;,f"1 #bc4a  #gj4i
=777777777777777777777777777777=
  .m"1 "7d+ #d71cz irja i[7"xn 
eo;ocz ]j>7! ,t"ob .m;n^\"u 
`m^gj<: chcr54 .=,x^*,m"! .nyj3 
;m.],oa l>7`v h=.n^*,mcz "7d+ 
#b71v i=o1j54
  ."+"1 "8`+%a`o^(h=`/.ul01;2 
`ma.n"u^u'j:bjy;2 "8.)`malsb;n 
.ul01;2 0,,un ,comtrade;2 
"8q`m.mhra;=.ul01 #b0p d+^( 
."+"! jv1+7j<: .s. .a,]4

  "u^u' iuob`v `v3"*iy3 j[7eo"ug
^*jvcz irja,r7i!w .)`= ,)hraoi4 
cui=,o.7 :`)w ^*jv"u qjr 
`m.oajv1i=! <4ig .u1sb,r7i!o 
irja .rja .m7 .)`= ^*`] i[7! 
duj5j3 `v.]! `s;: .u1sb ,o.s5 
.)`=^\ `m,]n s,isj3 ]j>7! 
.ms/cz.o l1d:^u`u. j3i4 o"! mrjr
`ui[7`+%a`o`v3 `+%a`o^(h=
-----------------------------#cb
`/.uln,s .u1sb,r7i!w .)`=`/\! 
#g`r8'qeg" ljy" .<*" `=ja" w>a" 
`+%a" /;nc[7,0"u `m^gj`u $a 
.o:acui=,o.7^\"u .);n .u1sb,r7 
ir^o jri7 .)`=`/\! ,)hraj3 
.u1sb,r7i!w ^o%1! `/l3j<:/i4 
"7d+ #e71n,s ^u1 ,m o/i['o" 
"u^u' cu;&iucz `=ja `/\w 
c#ca   h[a.ob  eo;ocz ]j>7   #hg
.u1sb,r7 ^o%1! cu4:/[c /;nc[7 
`/\w .u1sb,r7 ^o%1z ck;g _s["u 
chc/i4 .m.oji,odo" `=ja `/\z 
.i=jv `o,& ^1.)["u qj3 o1."o$ 
,r7,]iycz .miy3 ^g>oe:" o"sj3 
^*jvcz /l7`v jb;oj3i`u j1 ,m 
o/i4

    "7d+ #e71 "u^u' cu;& .]iu$ 
.)`= ,)hran eo;ocz ]j>7
=gggggggggggggggggggggggggggggg=
  =="1 qeg  ljy  .<*  `=ja  w>a 
`+%a  /;nc[7
""""""""""""""""""""""""""""""""
  "u^u' cu;&iu"1 9#j4jja 
8'#j4jje,0  9#j4jjg 8'#j4jjh,0  
#j4jjb 8'#j4jje,0  #j4jad"9"9 
8'#j4jjg,0  #j4jjc 8'#j4jjg,0  
#j4jjc 8'#j4jjc,0  9#j4jaj"9"9"9
8'#j4jjd,0
  0,3/ant"1 #b4cfi"9 8'#a4bci,0 
9#j4def 8'#a4efe,0  9#j4ieh 
8'#j4ide,0  #j4gdb 8'#a4gci,0  
9#a4ije 8'#a4aif,0  #a4bfd 
8'#j4ggj,0  9#j4ifj 8'#a4bad,0
  0,obs]va;ns"1 #aac  #aji  #aje
#aje  #ajc  #ajj  #ajj
  0,r-squ>$"1 #j4ced  #j4dbc  
#j4beb  #j4dfe  #j4dcg  #j4cbf  
#j4bif
  0,f/ /age ;,f"1 #ii4if  #ii4bi
#ig4he  #ig4he  #ajc4bi  #ajb4dh
#ajb4dh
=777777777777777777777777777777=
  .m"1 "7d+ #e71cz irja 
.u1sb,r7i!w .)`= ,)hran eo;ocz 
]j>7! chcr54 .=,x^*,m"! .nyj3 
;m.],oa l>7`v h=.n^*,mcz "7d+ 
#b71v i=o1j54
  ."+"1 "8`+%a`o^(h=`/.ul01;2 
`ma.n"u^u'j:bjy;2 "8.)`malsb;n 
.ul01;2 0,,un ,comtrade;2 
"8q`m.mhra;=.ul01 #b0p d+^( 
."+"! jv1+7j<: .s. .a,]4

  j3d*" "7d+ #f71z "7d+ #b71^mhs
"7d+ #e71,$.ow ^g,?`vcz i1"o 
`ui[7ja`+ .u1sb,r7i!e3! ^g,? 
irl7d+^(["u `m,]j<: "u^u' iuobo 
irja objan eo;ocz ]j>7n irjr 
l1d:^( `\`v"! .n,oj3i4 <4,) ^g,?
b#cb   h[a.ob  eo;ocz ]j>7   #hi
`\`vi!o #ai`9#fj,n q`m ir^o irja
i[7"x q`m ^o%1! `/l3j<: cui=,o.7
.)^3w i=ja! duj5j3 `\`v"! 
chcr/ie*" %"2;u"2.m7i[7 
`+%a`o^(h=`/.ul ."+"! jv1+7j3 ^(
^g,?z `ui[7ja,r7i!w .oa.sb.?q 
irja .qja"%1n eo;ocz ]j>7n irjr 
^g,?j3i4 o"! h=jr `ui[7ja,r7i!w 
`+%a ,)hran eo;q ]j>7! ^ui 
e]jvajo d<<aj1 ,m o/i4 `\`v"! 
l1d:^ue*" "u^u' iuob["u qjr 
`ui[7ja`+ .u1sb,r7i!w irja .qjaz
$5,uj3 _s! <1 ,m o/i4 "u^u' 
cu;&iu$ #a d+.gd*;< .[7$jr/! 
,ir" .);n irja .qja"%1z #j4h0pp 
.&si[cz _s["u chc/[e:" o"! 
ja.n^\"u `m^gj<: l1d:^ue* #d 
c*.n irjancz h=`/.?["u %weoj3 
]j>7o sb'cz _s["u chc/[c #b 
c*.nw `]m #j4g0pp $5,uj
-----------------------------#cc
cz _s["u chc/i4 ocz "u^u'jv"u 
qj3 cui=,o.7w `m.u ^*jvn 
ja,r7i!o eq$5j`n ^3[7j`u" h[ajo 
#b c*.n .qja! `u":ji) ja,r7i!o 
cui=,o.7n irj3 .)e7! `u":j<: 
.qja `\.]! .u.]jr/! $c[7,]! 
,olj3i4

    "7d+ #f71 "u^u' cu;& .]iu$ 
irja objan eo;ocz ]j>7
=gggggggggggggggggggggggggggggg=
  ==_/irja obja"%1"1 irja .);n  
#d c*.n  #b c*.n
""""""""""""""""""""""""""""""""
  "u^u' cu;&iu"1 9#j4jjh"9 
8'#j4jje,0  9#j4jja 8'#j4jjd,0  
9#j4jjg"9 8'#j4jjd,0
  0,3/ant"1 #j4fbb 8'#j4hcf,0  
#j4cbg 8'#j4ijj,0  #j4gha 
8'#j4gcj,0
  0,obs]va;ns"1 #beh  #beh  #beh
  0,r-squ>$"1 #j4fif  #j4gec  
#j4cea
  0,f/ /age ;,f"1 #abg4d  #abg4d
#abg4d
=777777777777777777777777777777=
  .m"1 "7d+ #f71z `ui[7ja`+ 
.u1sb,r7w irja objan eo;ocz 
]j>7! chcr54 .=,x^*,m"! .nyj3 
;m.],oa l>7`v h=.n^*,mcz "7d+ 
a#cc   h[a.ob  eo;ocz ]j>7   #ia
#b71v i=o1j54
  ."+"1 "8`+%a`o^(h=`/.ul01;2 
`ma.n"u^u'j:bjy;2 "8.)`malsb;n 
.ul01;2 0,,un ,comtrade;2 
"8q`m.mhra;=.ul01 #b0p d+^( 
."+"! jv1+7j<: .s. .a,]4

    "7d+ #g71 "u^u' cu;& .]iu$ 
irja obja,r7w .)`= ,)hran eo;ocz
]j>7
=gggggggggggggggggggggggggggggg=
  =="1 qeg  ljy  .<*  `=ja  w>a
""""""""""""""""""""""""""""""""
  "u^u' cu;&iu"1 9#j4jjd 
8'#j4jjc,0  9#j4jjd 8'#j4jjg,0  
9#j4jja 8'#j4jjd,0  #j4jaf 
8'#j4jac,0  9#j4jjb 8'#j4jji,0
  0,3/ant"1 #j4hid 8'#j4fij,0  
9#j4cde 8'#a4hbe,0  9#a4jba 
8'#j4fgc,0  9#j4fef 8'#a4ijj,0 
#b4aja 8'#b4ehj,0
  0,obs]va;ns"1 #adg  #adg  #adg
#adg  #adg
  0,r-squ>$"1 #j4fcf  #j4dhc  
#j4fji  #j4cih  #j4cja
  0,f/ /age ;,f"1 #aeg4c  #aeg4c
#aeg4c  #aeg4c  #aeg4c
=777777777777777777777777777777=
  .m"1 "7d+ #g71z irja obja,r7w 
.)`= ,)hran eo;ocz ]j>7! chcr54 
.=,x^*,m"! .nyj3 ;m.],oa l>7`v 
h=.n^*,mcz "7d+ #b71v i=o1j54
  ."+"1 "8`+%a`o^(h=`/.ul01;2 
`ma.n"u^u'j:bjy;2 "8.)`malsb;n 
.ul01;2 0,,un ,comtrade;2 
"8q`m.mhra;=.ul01 #b0p d+^( 
."+"! jv1+7j<: .s. .a,]4

  i<[5["u" "7d+ #g71z `ui[7 
`+%a`o`v3 `o^(`+%ah=`/.ul ."+"! 
o+7j<: "u^u' cu;&o irja 
obja,r7i!w .)`= ,)hran eo;q 
]j>7! ^g,?j3i4 "u^u' iuob`v 
.i=jv `o,& ^1.) i[7o l3sb^\ 
cui=,m+n ]j>7! eo;o1 ,m o/`o 
,iregn" o"sj3 .s5! irja 
obja,r7i!o .)`= ,)hra ,o 
`u":jr/! $c[7,]n irjr l1d:^(i4 
^g,? `\`v" "u^u' iuob["u qj3 
irja obja,r7i!w .)`= ,)hrancz 
h=`/.?["u %weoj3 j+`v$ sb'cz 
c#cc   h[a.ob  eo;ocz ]j>7   #ic
_s["u chc/i4 o `\`vcz <4,) "7d+ 
#e71n,s .n,oj3 irja .u1sb,r7i!w 
.)`= ,)hra `\`vvcz i1"o" irjan 
.qjajcz obja,r7i!w .)`= ,)hrancz
^\ ]j>7! eo;o.o eu'jcz eu,[b! 
^u:/i4 ocz irja obja,r7w `]m 
<.oa l3sb ^*jvc cui=,m+ ^*jvn 
irj3 .]^u$
-----------------------------#cd
^m.xj3 e*`v" `o,& ^*jv$ obja ,o 
.)`= ,)hran .oa.sb.? `u": +qo 
iy.o <30! $c[7,]! ,olj3i4 ie3" 
j>7jm irja obja,r7i!w .)`=o 
.u1sb ,o.s5n s,is0`n ^*jvjcz.o 
l1d:^ucz _siu weo o/cz `\`v"! 
.n,oj1 _s["u ^uqi4
  e.oea["u" "u^u' cu;&o q.?.^( 
;ma.?n ]j>7! eo;ocz enfsco.[5! 
l1d:^(i4 `o.( *`mi!z "u^u' iuobo
.s,ma"* cui=.<w `u+7`v o5`[5n 
^m.].?q ]j>7! eo;ocz `\`v"! 
.n,oj`oiu jr/[e:" o1^mcz 
`[7.].?q j+`v"! chcr`oiu jr/i4 
<3`gp3"2`m.j*8'#bjbd,0w 
^g,?n,siu j3`maw "u^u' iuobz 
.n.usb`v ^o.n.usbw `u+7`v o5`[5 
euimn `[7.].?q ]j>7! eo;q _s["u 
chc/i4 is c<<$" ^( *`mw ^g,? 
`\`vn ,i"[e* "u^u' iuobo irja 
i[7"x"%1 $5,uv *`v3o o/cz _s["u 
jvaqiys/i4 on ,i"<" "u^u' iuobo 
irja i[7"xw `ojy^o+7n eo;q 
^*jv"! l1d:^u`o mrjr ja":a 
,m.g^\"u "u^u' iuobo o5`[5n 
eo;ocz j+`v"! l1d:^v/i4
  "7d+ #h71z .o:a^\ `u+7.ul 
."+"! jv1+7j<: "u^u' cu;&o ja":a
,m.g^\ #be`9#fj,n q`mw p1d]`%3 
o5`[5n eo;q ]j>7! ^u:.gi4 irja! 
.u1sbjcz c<o"! #be,n ojm"u 
$.]j`u" zhy *"]q #fj,n"! `o.g["u
l5< #be`9#fj,nn irjr ^g,?j<:/i4

    "7d+ #h71 "u^u' cu;&iuv 
ja":a ,m.g^\ p1 d]`%3 o5`[5
=gggggggggggggggggggggggggggggg=
  =="1 .);n  `u.u1 oj  ;uir.u1 
ol7  o5`[5 d["oeos5
""""""""""""""""""""""""""""""""
  "u^u' cu;&iu"1 #j4jagi 
8'#j4jaaa,0  #j4jdai"9"9"9 
a#cd   h[a.ob  eo;ocz ]j>7   #ie
8'#j4jacg,0  #j4jjjd 8'#j4jabg,0
9#j4jdae"9"9 8'#j4jaha,0
  0,3/ant"1 #a4bij"9"9 
8'#j4ejc,0  #j4iaa 8'#j4gaa,0  
#a4ghb"9"9 8'#j4gah,0  #j4hga 
8'#a4jgg,0
  0,obs]va;ns"1 #beh  #beh  #beh
#beh
  0,r-squ>$"1 #j4igf  #j4iha  
#j4idb  #j4hch
  0,m1n 9 #bjaj"1 #aaj4f  #hj4ca
#aga4c  ==
  0,f/ /age ;,f"1 #cd4ca  #cd4ca
#cd4ca  #cd4ca
=777777777777777777777777777777=
  .m"1 "7d+ #h71z ja":a ,m.g^\ 
p1 d]`%3 o5`[5n eo;ocz ]j>7! 
chcr54 .=,x^*,m"! .nyj3 ;m.],oa 
l>7`v h=.n^*,mcz "7d+ #b71v 
i=o1j54
  ."+"1 "8.o:a^\`u+7.ul01;2 
`ma.n"u^u'j:bjy;2 "8.)`malsb;n 
.ul01;2 0,,un ,comtrade4 ."+"! 
jv1+7j<: .s. .a,]4

  ^g,? `\`v" "u^u' iuobz `u.u1 
oj cui=.i!w o5`[5! l7,[7,ofocz 
j+`v"! ^u:/[c" ;uir.u1 ol7 
cui=.i!w o5`[5ncz h=`/.?["u 
%weoj3 ]j>7! eo;o.o <30</i4 
,iuj3" ja":a d["oeos5z "u^u' 
iuob["u qjr $5,uj3 _s["u 
chc/i4"9#h,0 `\`v"! huir"u 
l1d:^ue*" "u^u' iuobz .s,ma"* 
cui=.<w o5`[5 l7,[7`v j5,`n irja
i[7"xw `ojy^o+7! .[7$,of:/! 
$c[7,]o o/[e:" o"u qjr
-----------------------------#ce
`u.u1 oj .s,ma"* cui=.<w irja 
.qja %qo >ajviys/! ,m o/i4 ja":a
d["oeos5w $5,ucz `u,ma"* cui=n 
irj3 ,m+$ f[`n .[7$j.o <30</`sc"
.s,ma"* cui=w ,r7l3,]! ^uv3jcz 
^7j>7["u "u^u' iuobo o"p.:/! 
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