EBOOK. ESTADÍSTICA Y PROBABILIDAD I

8/11/2019 EBOOK. ESTADSTICA Y PROBABILIDAD I

1/144

!"#!$"$%&"'$ !$"%')*+$" ,&" -*$.$

'./, 0# +$ )"*1

+'2"& #+#)%"3.')&4 !"&2$2'+'0$0 5#,%$06,%')$ '7&0#+& 2$,$0& #. )&7!#%#.)'$,

!"#,#.%$4 '.89 -&.$%:$. ;*'"&8$ %'.&)&

)'#.)'$, #


2/144

!"#$%"%&'"(% !%"&(*+,%" -'" .+%/% 0/12 3# ,% 4"+5

0/67 .'/%&8%/ 9+("'6% :(/'*' ; 8&&$>>7*(#/*(%24-.047&?

'=>?@ABCCDE=

"# $%&'&()& #*+%, &-)%.(*-, &' /( 0,-/1&(), 2/& *()&3%4 &1&(),' )5-(*-,61&),0,#.3*-,' $#4()&40,' 0& 4-/&%0, -,( #,'

$%*(-*$*,' 7 #*(&41*&(),' 0 8,0, 9-4051*-, 0& #4 :*%&--*.( ;&(&%4# 0& 4#/4-*.( $%,$*4' 0& #4 14)&%*4 7 '& -,()&1$#4 -,1, /(4 ;/?4 2/& $/&0& '&% 1,0*@*-404 7 %&,%*&()404 0& 4-/&%0, 4# 4>4(-&

-,)*0*4(, &( '4#.( 0& -#4'&'A B4 @*(4#*040 2/& )*&(& &')4 3/?4 &' @4-*#*)4% 4$%&(0*C4D& 0& #,' 4#/1(,'E &(-4/C4% '/' 4--*,(&' 7

%&@#&F*,(&' 7 $%,$,%-*,(4% '*)/4-*,(&' &( #4' 2/& 0&'4%%,##4%G #4' -,1$&)&(-*4'A "# 0,-&()& 0&+& 4'/1*% -,('-*&()&1&()& /( %,# 2/&

@4-*#*)& $%,-&', 0& 4$%&(0*C4D&E $%,$,(*&(0, 7 -/*04(0, /( &(-/40%& 2/& @4>,%&C-4 /( 41+*&()& '&3/%, &( 2/& #,' 4#/1(,'$/&04( 4$%&(0&%E ),14% %*&'3,'E &2/*>,-4%'& &F)%47&(0, 0& '/' &%%,%&' #&--*,(&' '*3(*@*-4)*>4'E 4$,74%'& 1/)/41&()&E &')4+#&-&%

%-*,(&' $,'*)*>4' 7 0& -,(@*4(C4E -%&4% %-*,(&' '*3(*@*-4)*>4' -,( 40/#),' 4 2/*&(&' %&'$&)4( (, $,% '/ &')4)/' -,1, )4#E '*(,

-,1, $&%',(4' -/7, &D&1$#,E -&%-4(?4 7 4$,7, &1,-*,(4# &' >4#*,',A

"' (&-&'4%*, 0&')4-4% 2/& 0&'4%%,##, 0& #4 -,1$&)&(-*4 '& -,(-%&)4 &( 4/#4E 74 2/& @,%14% -,( /( &(@,2/& &( -,1$&)&(-*4'

'*3(*@*-4 -%&4% &F$&%*&(-*4' 0& 4$%&(0*C4D& $4%4 2/& #,' 4#/1(,' 402/*&%4( #4 -4$4-*040 0& 1,>*#*C4%E 0& @,%14 *()&3%4#E %&-/%',' 2/&

'& -,('*0&%4( *(0*'$&('4+#&' $4%4 '4+&% %&',#>&% $%,+#&14' &( 0*>&%'4' '*)/4-*,(&' , -,()&F),'E & *(>,#/-%4( #4' 0*1&('*,(&'

-,3(*)*>4E 4@&-)*>4 7 $'*-,1,),%4H $,% #,E #,' $%,3%414' 0& &')/0*,E 0&'-%*+&( #4' -,1$&)&(-*4' 4 0&'4%%,##4%E &()&(0*5(0,#4' -,1,

#4 -,1+*(4-*.( *()&3%404 0& -,(,-*1*&(),'E =4+*#*040&'E 4-)*)/0&' 7 >4#,%&' 2/& $&%1*)&( #,3%, 0& /( 0&'&1$&I, &@*-*&()&E

4/).(,1,E @#&F*+#& 7 %&'$,('4+#& 0 *(0*>*0/, &( '*)/4-*,(&' &'$&-?@*-4' 7 &( /( -,()&F), 040,A "( -,('&-/&(-*4E #4 -,1$&)&(-*4

*1$#*-4 #4 -,1$%&('*.( 7 )%4('@&%&(-*4 0& #,' -,(,-*1*&(),' 4 '*)/4-*,(&' 0& #4 >*04 %&4#H #, &F*3& %-*,(4%E *()&3%4%E *()&%$%&)4%E

*(>&()4%E 4$#*-4% 7 )%4('@&%*% #,' '4+&%&' 4 #4 %&',#/-*.( 0& $%,+#&14'A "'), '*3(*@*-4 2/& -,()&(*0,E #,' 1&0*,' 0& &('&I4(C4E #4'

&')%4)&3*4' 0& 4$%&(0*C4D&E #4' @,%14' 0& ,%34(*C4-*.( 0& #4 -#4'& 7 #4 &>4#/4-*.( '& &')%/-)/%4( &( @/(-*.( 0& #4 -,1$&)&(-*4 4

@,%14%H &' 0&-*%E 5(@4'*' &( #4 $%,7&--*.( -/%%*-/#4% &')G &( #, 2/& #,' 4#/1(,' )*&(&( 2/& 4$%&(0&%E &( #4' @,%14' &( -.1, #,

=4-&( 7 &( '/ 4$#*-4-*.( 4 '*)/4-*,(&' 0& #4 >*04 -,)*0*4(4 7 $%,@&'*,(4#A

J,('*0&%4(0, 2/& 4#/1(, &')G &( -&()%, 0 $%,-&', @,%14)*>,E '& +/'-4 4-&%-4%#& &1&(),' 0& 4$,7, 2/& #& 1/&')%&( 2/5

-,1$&)&(-*4' >4 4 0&'4%%,##4%E -.1, =4-&%#, 7 #4 @,%14 &( 2/& '& #& &>4#/4%GA "' 0&-*%E 1&0*4()& #4 3/?4 $&043.3*-4 4#/1(, $,0%G

4/),3&')*,(4% '/ 4$%&(0*C4D& 4 )%4>5' 0 /', 0& &')%4)&3*4' @#&F*+#&' 7 4$%,$*404' 2/& '& )%4('@*&%4( 7 40,$)&( 4 (/&>4' '*)/4-*,(&'

7 -,()&F),' & *% 04(0, '&3/*1*&(), 4 '/' 4>4(-&' 4 )%4>5' 0& /(4 4/),&>4#/4-*.( -,(')4()&E -,1, +4'& $4%4 1&D,%4% &( #,3%, 7

0&'4%%,##, 0& #4' -,1$&)&(-*4' *(0*'$&('4+#&' $4%4 /( -%&-*1*&(), 4-4051*-, 7 $&%',(4#A


3/144!!"#$%&%'("#)

"#$%$&'()*+& ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -.(/( 0$ (%*1&('2#( ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 3

#$%&'( )* +%,-.(/0( 1 0(2+.3#( $4 54.34#3$3040 (26407263+4 1 2'2 4-$3+4+3%/(2 88 9!"#$"%#&' )&*+#,' -!"#$"%#&' )&*+#,' -!"#$"%#&' )&*+#,' -!"#$"%#&' )&*+#,' -4 5&'#602))*+& ( 7( 8%'(09%'*)( :$%)#*/'*;( ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, ?#$;$ @*%'6#*( 0$7 0$%(##6776 0$ 7( 8%'(09%'*)( ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, B( $%'(09%'*)( C %2 *D/6#'(&)*( ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, :$F*&*)*6&$% 0$ )6&)$/'6% GH%*)6% ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,I 5&;$%'*1()*+& $%'(09%'*)(,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,IK> L6&)$/'6% GH%*)6% /(#( *&;$%'*1()*+& 8%'(09%'*)( ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,IK> L$&%6 ;$#%2% .2$%'#$6 ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,A=

#$%&'( :* 0(2+.3#( 1 .(-.(2(/64 046%2 (/ ;%.,4 64#'$4. 1 )!"#$"%#&' )&*+#,' -!"#$"%#&' )&*+#,' -!"#$"%#&' )&*+#,' -!"#$"%#&' )&*+#,' -4 5&'$#/#$'(&06 '(G7(% C 1#HF*)6% $%'(09%'*)6% ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,JI> M(G7(% C 1#HF*)(% $%'(09%'*)(% ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,JK> :*%'#*G2)*6&$% 0$ F#$)2$&)*(% ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,JE> N#HF*)6% $%'(09%'*)6% /(#( ;(#*(G7$% )('$1+#*)(% ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,K=

> L6&%'#2))*6&$% 0$ 1#HF*)6% /(#( ;(#*(G7$% 0*%)#$'(% ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,KE!"#$"%#&' )&*+#,' .!"#$"%#&' )&*+#,' .!"#$"%#&' )&*+#,' .!"#$"%#&' )&*+#,' .4 O$%2D*$&06 ;(#*(G7$% &2DP#*)(% ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,E=> :*%'#*G2)*6&$% 0$ F#$)2$&)*(% /(#( ;(#*(G7$% &2DP#*)(% ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,EI> Q*%'61#(D(% C /67916&6% 0$ F#$)2$&)*(% ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,E-

#$%&'( ?* 4-$3+42 $4 (26407263+4 0(2+.3-63548888888888888888888888888888888888888888888888888888888888888888888888 @9!"#$"%#&' )&*+#,' -!"#$"%#&' )&*+#,' -!"#$"%#&' )&*+#,' -!"#$"%#&' )&*+#,' -4 L6D/#$&0*$&06 7(% D$0*0(% $%'(09%'*)(% 0$ '$&0$&)*( )$&'#(7 ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3=> .$0*0(% 0$ '$&0$&)*( )$&'#(7 /(#( 0('6% &6 (1#2/(06% ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3I> .$0*0(% 0$ )$&'#(7*R()*+& /(#( 0('6% (1#2/(06% ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3-!"#$"%#&' )&*+#,' .!"#$"%#&' )&*+#,' .!"#$"%#&' )&*+#,' .!"#$"%#&' )&*+#,' .4 L6D/#$&0*$&06 7(% D$0*0(% $%'(09%'*)(% 0$ 0*%/$#%*+& ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, .$0*0(% 0$ 0*%/$#%*+& /(#( 0('6% $%'(09%'*)6% ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 87 )6$F*)*$&'$ 0$ ;(#*()*+& )6D6 D$0*0( $%'(09%'*)( 0$ )6D/(#()*+& ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,


4/144

C !"#$%&%'("#)


5/144@!"#$%&%'("#)

YZ&( )6D/$'$&)*( $% 7( *&'$1#()*+& 0$ @(G*7*0(0$%[ )6&6)*D*$&'6% C ()'*'20$% $& 2& )6&'$U'6 $%/$)9F*)6\,YZ&( )6D/$'$&)*( $% 7( *&'$1#()*+& 0$ @(G*7*0(0$%[ )6&6)*D*$&'6% C ()'*'20$% $& 2& )6&'$U'6 $%/$)9F*)6\,YZ&( )6D/$'$&)*( $% 7( *&'$1#()*+& 0$ @(G*7*0(0$%[ )6&6)*D*$&'6% C ()'*'20$% $& 2& )6&'$U'6 $%/$)9F*)6\,YZ&( )6D/$'$&)*( $% 7( *&'$1#()*+& 0$ @(G*7*0(0$%[ )6&6)*D*$&'6% C ()'*'20$% $& 2& )6&'$U'6 $%/$)9F*)6\,

87 $&F6W2$ $& )6D/$'$&)*(% )6&%*0$#( W2$ 76% )6&6)*D*$&'6% /6# %9 D*%D6% &6 %6& 76 DH% *D/6#'(&'$[ %*&6 $7 2%W2$ %$ @()$ 0$ $776% $& %*'2()*6&$% $%/$)9F*)(% 0$ 7( ;*0( /$#%6&(7[ %6)*(7 C /#6F$%*6&(7, :$ $%'$ D606[ 7()6D/$'$&)*(% #$W2*$#$& 2&( G(%$ %+7*0( 0$ )6&6)*D*$&'6% C )*$#'(% @(G*7*0(0$%[ 76% )2(7$% %$ *&'$1#(& /(#( 2

D*%D6 /#6/+%*'6 $& 2& 0$'$#D*&(06 )6&'$U'6,

87 /#$%$&'$ .+0276 0$ ]/#$&0*R(S$ 0$ 7( (%*1&('2#( "#6G(G*7*0(0 C 8%'(09%'*)(


6/144

D !"#$%&%'("#)


7/144

!"#$%& ()"*+(,&- ./ 0&1()

Comprende y describe la variabilidad

estadstica y sus aplicaciones.

2&$%#3#+4"() ,")4"%5"+(1#)- !"#$%&' ) %*+),#,)+' $-. ,)./$+'0-. -1+)*%0-. 2)0%'*+) #,-&)0%2%)*+-. 2'+)23+%&-. 4 $-. &-*+,'.+' &-* 2-0)$-.

).+'1$)&%0-. - .%+/'&%-*). ,)'$).5 6,7/2)*+' $' .-$/&%8* -1+)*%0' 0) /* #,-1$)2'9 &-* 2:+-0-. */2:,%&-.9 7,3;%&-.9 '*'$


8/144

./ !"#$%&'(& * (&+!%,-& ./ 0/%,/-,.,(/( &+1/(2+1,!/ * +3+ /$.,!/!,"'&+

;#49#+4"( ,",)* ),'.'?%+ 16+ 3@& 54*1)*+1'% 8%4% ,4%&.%/%4&* % .%*&1)*.%A

B*/'6 /* ,4%&.%/6 CD3*46 /* %.)3+6& E641*+,%F*&:'1'1.*,% GH9%3'I+ JKL

9%3'+%+/6 "MHE%,'+*,% KL

N),63IO'. PQHR6,%.*& "HHL

%S 9638.*,% .% ,%-.%#

-S

T9)@+,6& %.)3+6& 5)*46+ *+,4*O'&,%/6&U VVVVVVVVVVVV

1S

T9)@. *& *. 3*/'6 /* ,4%&.%/6 3@& ),'.'?%/6UVVVVVVVVVVVV

/S T9)@+,6& *&,)/'%+,*& &* ,4%&.%/%+ *+ )+ 3*/'6 >)* 4*>)'*4% /* &) 8468'6 *&5)*4?6 50&'16U VVVVVVVVVVVV

*S 9638%4% ,)& 4*&8)*&,%& 16+ %.()+6& 1638%W*46& /* ,) (4)862 %+%.'1*+ &)& &6.)1'6+*&2 '+,*41%3-'*+68'+'6+*& 7 %+6,*+ *+ *. &'()'*+,* *&8%1'6 &)& 16+1.)&'6+*

743"C",(,- .


9/144

..-."43& 5

P#

$% (4@5'1% 3)*&,4% *. 14*1'3'*+,6 /* )+% +'W% XB%40%S /)4%+,* &)& 84'3*46& /61* %W6& /*O'/%# N+6,% *+ *. *F* ;64'?6+,%. .6& +D3*46& >)* 4*84*&*+,%+ .% */%/ /* B%40%2 %+%.'?% .%'+5643%1'I+ 7 *+&*()'/% /% 4*&8)*&,% % .6& &'()'*+,*& 8.%+,*%3'*+,6&A

%S

T9)@+,6 3'/'I B%40% %. +%1*4UVVVVVVVVVVVVVVVVVVVVV-S T9)@+,6 ;% 14*1'/6 B%40% /*&/* >)* +%1'IU

VVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV

1S T)Y %W6 /* &) O'/% ,)O6 B%40% *. 3%764 14*1'3'*+,6U

VVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV

/S

TN >)Y */%/ B%40% 3'/'I )+ 3*,46 /*

*&,%,)4%UVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV

*S T9)@+,6 ;% 14*1'/6 B%40% 1%/% %W6U Z,'.'?% &I.6 )+

+D3*46 8%4% 4*84*&*+,%4.6VVVVVVVVVVVVVVVVVVVVVVVVV

T96+&'/*4%& >)* .% *&,%,)4% %. +%1*4 %5*1,%4@ *.

4*&).,%/6U VVVVVVVV *+,6+1*&2 T/*-* &*4 ,63%/% *+

1)*+,%U VVVVVVV TE64 >)YU VVVVVVVVVVVVVVVVVVVVVVVVV

VVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV

[*%.'?% .6& [email protected]).6& +*1*&%4'6&A

5S

T9)@. 14**& >)* &*4@ .% *&,%,)4% %846\'3%/% /* B%40% %. 1)38.'4 .6& "J %W6&UVVVVVVVVVVVVVVVVVVVVVVVVVV

(S9638%4% ,)& 4*&8)*&,%& 16+ %.()+6& 1638%W*46& /* .% 1.%&*2 '+,*41%3-'*+ '/*%& 7 *&14'-%+ *+ *&,**&8%1'6 .% 16+1.)&'I+ (4)8%.#

743"C",(,- . D4&+3"+9(4"?+E


10/144

.F !"#$%&'(& * (&+!%,-& ./ 0/%,/-,.,(/( &+1/(2+1,!/ * +3+ /$.,!/!,"'&+


11/144

.G-."43& 5

"B#)(11&55&

H1#C# 0")3&1"( ,#5 ,#)(11&55& ,# 5( @)3(,A)3"4(=

$% )&* /%+ ;67 *+ /0%#

$% 8%.%-4% *&,%/0&,'1% 846O'*+* /*. .%,0+ _&,%,'&,'1)&` >)* &'(+'5'1% _/*. )* ,63%+ .%/'5*4*+,*& O%4'%-.*& /* *&,)/'6 % ,4%OY& /* .%& 1)%.*& &* %+%.'?% )+% 86-.%1'I+#

$% ;'&,64'% /* .% *&,%/0&,'1% &* 8)*/* 4*&)3'4 *+ ,4*& *,%8% N 16+,'+)%1'I+ &* 84*&*+,%+ .6& %&8*1,6& 3@'3864,%+,*& /* 1%/% )+%A

"#$%' ()'*'+ ,-. /&0.-.b*&/* >)* .6& 8)*-.6& &* 64(%+'?%46+ 1636 )*?%& *\'&,*+,*& *+ *. ,*44',64'6 *&,@ .'(%/% % .% 16+1'*+1'% /* &6-*4%+0% 7 % .6& 84'3*46*&5)*4?6& %/3'+'&,4%,'O6

cY+*&'& /* .% )* 6.O'/%4 >)* 5)* )+ 1*+&6 .6 >)* 36,'OI *. O'%F* /* e6&Y 7 B%40%:*.Y+2 ,4%7*1,6 *+ *. 1)%. +%1* e*&D

E64 3@& /* 3'. %W6&2 86&,*4'64*& % .% 1%0/% /*. '38*4'6 463%+6 /* 611'/*+,*2 &* 8)*/* /*1'4 >)*2 &%.O6 *\1*81'6+*Xc)'..*436 *. 16+>)'&,%/642 4*168'.I *. .'-46 /*. c4%+ 9%,%&,462 )+ /61)3*+,6 /* .% 8468'*/%/2 *\,*+&'I+ 7 O%.64 /* .%,'*44%& /* f+(.%,*44%2 7 .6& ,4%-%F6& &'3'.%4*& '38).&%/6& 864 9%4.63%(+6 *+ g4%+1'%S2 +6 &* 84*&*+,%46+ %O%+1*&'(+'5'1%,'O6& *+ *. /*&%446..6 /* .% *&,%/0&,'1%#

)* .6& /%,64*168'.%/6& *38'*?%+ % &*4 ),'.'?%/6& 864 .6& -%+16& 7 864 .%& +%1'*+,*& 1638%W0%& /* &*()4*)468*%&a 864 6,46 .%/62 &* '+O*+,% *+ f+(.%,*44% *. 16+1*8,6 /* _N4',3Y,'1% E6.0,'1%` 7 *38'*?%+ % _3%,*3%,'?%4` 6,4%& /'&1'8.'+%&2 >)* ;%&,% *+,6+1*& *4%+ &I.6 /*&14'8,'O%&2 ,%.1636 .% /*36(4%50%2 .% *16+630% 7 .%& 1'*+1'%& &61'%.*


12/144

.I !"#$%&'(& * (&+!%,-& ./ 0/%,/-,.,(/( &+1/(2+1,!/ * +3+ /$.,!/!,"'&+

E%4% .6& %4',3Y,'16& 86.0,'16&2 .% *&,%/0&,'1% *4% *. %4,* /* (6-*4+%42 &) 5)+1'I+ *4% /* &*4O'4 /* 6F6& 7 60/6& %.(6-'*4+6# )* &* .* 16+&'/*4% 1636 5)+/%/64 /* .% )Y 5%1,64*& '+5.)7*+ *+ *. 14*1'3'*+,6 *16+I3'16# )*&])*,*.*,2 >)'*+ %8.'1% .% *&,%/0&,'1% % .%& 1'*+1'%& &61'%.*& * '38.*3*+,% *. 3Y,6/6 *&,%/0&,'16 /* &) Y861% % .%&

/'O*4&%& 4%3%& /* .% 1'*+1'%#)* 8)-.'1I *+ "GiP*. .'-46 R;* c4%33%4 65 =1'*+1*2 )+ 1.@&'16 *+ .% 5'.6&650% /* .% 1'*+1'% 7 5)* Y. >)'*+ '/*I *.16+61'/6 ,*&, /* 1;'P# E*46 *& [6+%./ N4+6./ g'&;*42 &'+ .)(%4 % /)/%&2 .% 5'()4% 3@& '+5.)7*+,*/* .% *&,%/0&,'1% 36/*4+%2 &',)@+/6.% 1636 )+% 86/*46&% ;*44%3'*+,% 8%4% .% 8.%+'5'1%1'I+ 7%+@.'&'& /* *\8*4'3*+,6 g)* 8'6+*46 *+ *. /*&%446..6 /* +)3*46&%& ,Y1+'1%& /* %+@.'&'&*&,%/0&,'16& 7 *+ .% '+,46/)11'I+ /* 3Y,6/6& 8%4% .% *&,'3%1'I+ /* 8%4@3*,46&2 /*&%446..I .%,*640% /* 3)*&,4%& 8*>)*W%& -%F6 +643%.'/%/2 >)* 16+ *. +63-4* /* %+@.'&'& /* O%4'%+?% 716O%4'%+?%2 ,)O6 )+ (4%+ '38%1,6 *+ .% ,*640% 7 %8.'1%1'I+ /* .% *&,%/0&,'1%# =) .'-46 =,%,'&,'1%.B*,;6/& 564 [*&*%41; o64k*4& 8)-.'1%/6 *+ "iPK ;% &'/6 846-%-.*3*+,* *. .'-46 /**&,%/0&,'1% 3@& ),'.'?%/6 /)4%+,* 3)1;6 ,'*386#


13/144

.J-."43& 5

Z+ *F*38.6 *O'/*+,* >)* 3)*&,4% >)* .6& /*&%446..6& /* .% *&,%/0&,'1% ;%+ &)4('/6 1636 4*&8)*&,% % +*1*&'/%/84@1,'1%&2 &6+ .6& ,4%-%F6& /*&%446..%/6& 864 o'..'%3 =*%.7 c6&&*, %-64/%+/6 846-.*3%& &6-4* O%4'*/%/*& /* 1*-%/7 16+1'-'*+/6 &) 5%36&% /'&,4'-)1'I+ _, /* =,)/*+,`2 &)& ,4%-%F6& 5)*46+ 1638.*,%/6& 7 5643%.'?%/6& 864 g'&;*4#

)* .% )* % ,4%OY& /* .6& %W6&2 ;%+ 16%/7)O%/6 %. /*&%446..6 7 -'*+*&,%4 &61'%.#

)*/% /*'+5643%1'I+#

N),6*O%.)%1'I+9 B9 C9 9%.'5'1%1'I+ 6,64(%/% 864 *.

/61*+,*

K#(5"L( 5& :9# )# 3# )&5"4"3(-

f# 96+&,4)7* )+% .0+*% /*. ,'*386 *+ .% 1)%. 3)*&,4*& .6& 4*>)*4'3'*+,6& 6 +*1*&'/%/*& 3@&'3864,%+,*& /* .% Y861% >)* '38).&%46+ *. /*&%446..6 /* .% *&,%/0&,'1%2 '+1.)7*+/6 5*1;%&2 *'3@(*+*& /* .6& 84'+1'8%.*& 8*4&6+%F*& >)* '+,*4O'+'*46+ 7 >)* &6+ 1',%/6& % 8%4,'4 /* .%&*()+/% *,%8% *+ *. ,*\,6 ;'&,I4'16 %+,*4'64#


14/144

.M !"#$%&'(& * (&+!%,-& ./ 0/%,/-,.,(/( &+1/(2+1,!/ * +3+ /$.,!/!,"'&+

N( #)3(,A)3"4( O )9 "$%&13(+4"(=

$6& 16+1*8,6& 7 %4()3*+,6& /* .% *&,%/0&,'1% &* ),'.'?%+ *+ .% %1,)%.'/%/ *+ )+ (4%+ +D3*46 /* 61)8%1'6+* $%&,Y1+'1%& *&,%/0&,'1%& 16+&,',)7*+ )+% 8%4,* '+,*(4%. /* .%& %1,'O'/%/*& /* '+O*&,'(%1'I+ *+ /'&,'+,%& @4*%& /*. &%-*4;)3%+6# $% 8*4&6+% >)* 16384*+/% .6& 16+1*8,6& *&,%/0&,'16& 7 &) 3*,6/6.6(0% 6-,*+/4@ 3*F64 846O*1;6 /* *..6

$% *&,%/0&,'1% /0% 16+ % /0% (%+% ,*44*+6 *+ &) %8.'1%1'I+ *+ ,6/% %1,'O'/%/ ;)3%+% 864 &'38.* >)* Y&,% &*%#

$% *&,%/0&,'1% &* %8.'1% *+ .6& 846(4%3%& /* c6-'*4+62 f+(*+'*40%2 N(46+630%2 )*#

N 16+,'+)%1'I+ &* 1',%+ %.()+6& *F*38.6& /* .% ),'.'/%/ /* .% *&,%/0&,'1%A

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

KS )* %?6,%+ .6& 1%386&2 *,1Y,*4%#

MS


15/144

.P-."43& 5

iS

)Y 3%+*4% .6& (*+*& &*8%4%+ 6 &* 4*D+*+ *+ .%& (*+*4%1'6+*& &)1*&'O% $% O*4'5'1%1'I+ /* .%& ;'8I,*&'& 5643).%/%& 864 B*+/*. 7 &)16+,'+)%/64*& +*1*&',I *. *38.*6 /* .% )'*4 6,46 ,'86 /* '+O*&,'(%1'I+ &'3'.%4 % Y&,*#

"PS

)* *& *>)'O%.*+,*2 864 .% 6-,*+1'I+ /* *&,%/0&,'1%

N 16+,'+)%1'I+ &* 3)*&,4%+ %.()+6& *F*38.6& /* .% %8.'1%1'I+ /* .% *&,%/0&,'1% *+ /'5*4*+,*& 16+,*\,6& /* '+,*4Y&A

'A B0' 03&C' '#%' 7-0)#' &6 '.%'+

)* )+% +)*O% ,*4%8'% %3-).%,64'% /* 3*/'% ;64%2 /*+63'+%/% .% ,*4368.%&,0% -46+>)'%.2 %7)/*3'..6+*& /* *+5*436& /* %&3% Xg'()4% "S# )* ;%7 *+ *..%& &'+ 1%)&%4 /%W6 +' /*F% ,*F'/6 1'1%,4'1'%

N. ,*43'+%4 .%& 84)*-%& 1.0+'1%&2 %8.'1%/%& % )+% 3)*&,4% /* 8%1'*+,*&2 4*&8'4%-%+ 3*F642 +*1*&',%-%+ 3*+3*/'1%3*+,6& 7 /'&54),%-%+ /* 3@& /0%& &'+ &0+,63%& Xg'()4% JS2 %5'43I *. '+O*&,'(%/64 c*4%4/ 96\# N1,)%.3*+&* *&,@+ 4*%.'?%+/6 *&,)/'6& 3@& %38.'6&2 &* *&8*4%+ 4*&).,%/6& /*5'+','O6& /* HpP %W6 9%-* 3*+1'6+%4 >)*&,% ,Y1+'1% 84*&*+,% 1'*4,6& 4'*&(6& 7 >)* &I.6 .6& 3Y/'16& *&8*1'%.'&,%& 8)*/*+ /*,*43'+%4 >)Y 8%1'*+,*& &5%1,'-.*& /* %8.'1%4 .% ,Y1+'1%#


16/144

.Q !"#$%&'(& * (&+!%,-& ./ 0/%,/-,.,(/( &+1/(2+1,!/ * +3+ /$.,!/!,"'&+

@A 1'@#-.- #&%&4$- *'#' &6 7?07 4& *#8.)')'D

=* ;% *+16+,4%/6 )+% 3*/'1'+% 8%4% 163-%,'4 *. 1@+1*4 846&,@,'16 7 *& %/*3@& &%-46&62 *. F)(6 /* (4%+%/%#f+O*&,'(%/64*& *&,%/6)+'/*+&*& 3'/'*46+ *+ )+% 3)*&,4% /* *+5*436&2 *.*('/% %. %?%42 .% 1%+,'/%/ /*16+1*+,4%1'I+ /* )+ %+,0(*+6 *&8*105'16 /* .% 84I&,%,% XN)* %7)/% % /'%(+6&,'1%4 *.1@+1*4# 96+1.)7*46+ >)* -*-*4 )+ O%&6 /* *&,* F)(6 /'%4'%3*+,*2 54*+%-% *+ 3)1;6 *. %)3*+,6 /* /'1;%16+1*+,4%1'I+ *+ .6& *+5*436& 84*O'%3*+,* ,4%,%/6 =* 4*%.'?%4@+ 3@& 84)*-%& 8%4% 16+5'43%4.6 8*46 .6&84'3*46& *&,)/'6& *&,%/0&,'16& &6+ 8463*,*/64*& 8%4% .6& 3'.*& /* ;63-4*& >)* 1%/% %W6 &6+ /'%(+6&,'1%/6&

16+ *&,* ,'86 /* 3%.# $%& *\8*1,%,'O%& /* 4*&).,%/6& /*5'+','O6& &* *&,'3%+ ,*+*4.6& /*+,46 /* /6& %W6&%846\'3%/%3*+,*#

7A (2#&.'4-. 4& (437'7$80 13*$-#D

96+ -%&* *+ )+ 9*+&6 4*%.'?%/6 864 .% =*14*,%40% /*


17/144

.R-."43& 5

E%4%.*.6 % .6 %+,*4'64 &* 4*%.'?%46+ *&,)/'6& *&,%/0&,'16& /)4%+,* *. 1'1.6 *&16.%4 PHHKpPHHM 7 &* ;% 16+1.)'/6 >)^K /* 1%/% "HH *(4*&%/6& /* .%& '+&,',)1'6+*& /* )* /*3%+/% *. &*1,64 846/)1,'O6 /* .%


18/144

F/ !"#$%&'(& * (&+!%,-& ./ 0/%,/-,.,(/( &+1/(2+1,!/ * +3+ /$.,!/!,"'&+


19/144

F.-."43& 5

B#S"+"4"&+#) ,# 4&+4#%3&) 8


20/144

FF !"#$%&'(& * (&+!%,-& ./ 0/%,/-,.,(/( &+1/(2+1,!/ * +3+ /$.,!/!,"'&+

#2"#11#

b*&%446..% .6 >)* &* ,* &6.'1',%Ab*&%446..% .6 >)* &* ,* &6.'1',%Ab*&%446..% .6 >)* &* ,* &6.'1',%Ab*&%446..% .6 >)* &* ,* &6.'1',%A

"#

E%4% 1%/% )+6 /* .6& &'()'*+,*& *F*38.6& /6+/* &* 3)*&,4% .% %8.'1%1'I+ /* .% *&,%/0&,'1% *+&',)%1'6+*& 84@1,'1%& /*,*43'+%2 16+ )+% -4*O* *\8.'1%1'I+2 >)Y ,'86 /* *&,%/0&,'1% &* ),'.'?I#R%3-'Y+ /% 4*&8)*&,% % 1%/% )+% /* .%& 84*()+,%& 8.%+,*%/%& *+ 1%/% *F*38.6#

%S

Z+% 3)*&,4% %.*%,64'% /* "H .%,%& /* %.'3*+,62 *.*('/6& *+ .6& /6& ,)4+6& /* 846/)11'I+2 8%&%+ %./*8%4,%3*+,6 /* 16+,46. /* 1%.'/%/ 8%4% O*4'5'1%4 .6& *&,@+/%4*& *&,%-.*1'/6 $% O%4'%-.* % 3*/'4 *& *. 8*&6/4*+%/6 /*. 846/)1,62 1)76& .03',*& 8*43','/6& O%40%+ /* PPH (4 % PJH (4# $% 3)*&,4% %446F% )+% 3*/'% /*P"K (42 4%?I+ 864 .% 1)%. &* ;% ,63%/6 .% /*1'&'I+ /* /*,*+*4 .% 846/)11'I+ 7 4*O'&%4 *. 8461*&6 16+ *.8468I&',6 /* 1644*('4.6 7 +643%.'?%4 .% 846/)11'I+#

R'86 /* *&,%/0&,'1% *38.*%/%A VVVVVVVVVVVVVVVVVVVN4()3*+,%A

T9)@.*& 86/40%+ &*4 .6& O%.64*& /* .6& /'*? 8*&6& /4*+%/6& /* .% 3)*&,4% *.*('/% >)* 1)38.%+ 16+ .% 3*/'%6-,*+'/%U

-S

=* *+,4*O'&,% % 1%/% %.)3+6 /*. (4)86 KHQB 16+ 4*&8*1,6 % &) +D3*46 /* ;*43%+6&2 .% &'()'*+,* ,%-.%3)*&,4% .6& 4*&).,%/6& 6-,*+'/6&A

CD3*46 /* ;*43%+6& H " P J Q

g4*1)*+1'% K i PK ^ Q

R'86 /* *&,%/0&,'1% ),'.'?%/%A VVVVVVVVVVVVVVVVVVV

N4()3*+,%AVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV

VVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV



N+%.'?%4 .% '+5643%1'I+ 7 *&14'-* /6& %&8*1,6& 4*.*O%+,*&AVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV



VVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVT96+&'/*4%& +*1*&%4'% )+% 1%38%W% /* 8.%+'5'1%1'I+ 5%3'.'%4U VVVVVVVVV

N4()3*+,%A

VVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV




743"C",(,- I


21/144

FG-."43& 5


22/144

FI !"#$%&'(& * (&+!%,-& ./ 0/%,/-,.,(/( &+1/(2+1,!/ * +3+ /$.,!/!,"'&+

;#49#+4"( ,",+"4"&!

)* /*-*& ,63%4 *+ 1)*+,% 8%4% '+,46/)1'4.6 %.3*41%/6 /* 16+&)36 F)O*+'. 16+ %.,%& *\8*1,%,'O%& /* Y\',6#

E.%+'5'>)*+ &) *&,4%,*('% /* *&,)/'6 /* 3*41%/6 % ,4%OY& /* *,%8%& 6 5%&*& /* *&,)/'6A

R63*+ *+ 1)*+,% .6& &'()'*+,*& 16+1*8,6&A E6-.%1'I+2 3)*&,4%2 O%4'%-.*& /* *&,)/'62 3)*&,4*62 *+1)*&,%21)*&,'6+%4'62 ,%-.%& 7 (4@5'16& *&,%/0&,'16&2 3*/'/%& /*&14'8,'O%& X3*/'%2 36/%2 3*/'%+%2 4%+(62 O%4'%1'I+S2%+@.'&'& /* .% '+5643%1'I+2 ,63% /* /*1'&'6+*& 7 16+.)&'I+#

743"C",(,- .


23/144

FJ-."43& 5

>+C#)3"*(4"?+ #)3(,A)3"4(=

9)%+/6 16.6>)'%.3*+,* &* ;%-.% /* *&,%/0&,'1%2 &* &)*.* 8*+&%4 *+ )+% 4*.%1'I+ /* /%,6& 1%,*(I4'16& 6 +)3Y4'184*&*+,%/% /* 5643% 64/*+%/% 7 &'&,*3@,'1%# )* *\'&,* &6-4* ,Y43'+6 7 >)* 1%/% O*? *&,@ 3@& *\,*+/'/6 /*-'/6 % .% '+5.)*+1'% /* +)*&,46 *+,64+62 7% >)* ;67 /0% *& 1%'386&'-.* >)* 1)%.>)'*4 3*/'6 /* /'5)&'I+2 8*4'I/'162 4%/'62 ,*.*O'&'I+2 *+,4* 6,46&2 +6 %-64/* /'%4'%3*+,* 1

1)%.>)'*4 ,'86 /* '+5643%1'I+ *&,%/0&,'1% &6-4* %11'/*+,*& /* ,4@5'162 0+/'1*& /* 14*1'3'*+,6 /* 86-.%1'I+2 ,)4'&3846+I&,'16& /*. ,'*3862 ,*+/*+1'%& 86.0,'1%&2 5.)1,)%1'6+*& /* .6& '+/'1%/64*& *16+I3'16&2 *+,4* 6,46 =I.6 1)%+/&* %/*+,4% *+ )+ 3)+/6 3@& *&8*105'16 1636 *& *. 1%386 /* .% '+O*&,'(%1'I+ /* .%& 9'*+1'%& =61'%.*&2 B*/'1'+:'6.6(0%2 E&'16.6(0%2 B*41%/6,*1+'%2 ])03'1%2 g0&'1%2 N/3'+'&,4%1'I+ ED-.'1%2 f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

9)%+/6 &* /*&*% 4*%.'?%4 )+% '+O*&,'(%1'I+ *&,%/0&,'1%2 *& +*1*&%4'6 '+O6.)14%4 % .% )* 8%4% 4*&6.O*4.6 4*>)'*4% /* .% 4*168'.%1'I+ //%,6

=*()+/%A )* 84*&*+,%+ .6& /%,6&2 /*&,%1%+/6 .6%&8*1,6& 3@& '3864,%+,*& >)* &* %84*1'*+2 ,%.*& 1636 163864,%3'*+,6&2 ,*+/*+1'%& 6 4*().%4'/%/*

2&+4#%3&) 8)* &*%+ 86&'-.*& /* &*4 3*/'/6

"-@6'7$80 &.)'4


24/144

FM !"#$%&'(& * (&+!%,-& ./ 0/%,/-,.,(/( &+1/(2+1,!/ * +3+ /$.,!/!,"'&+

J#

E6-.%1'I+ 50&'1%A R6,%.'/%/ /* 8.%+,%& /* )O% *+ )+ O'W*/6#E6-.%1'6+*& *&,%/0&,'1%&A $)(%4 >)* 61)8% *+ *. O'W*/6 1%/% 8.%+,%2 .% %.,)4% /* 1%/% @4-6.2 +D3*46 /* 4%1'36&864 8.%+,%2 */%/ /* 1%/% )+% /* .%& 8.%+,%&2 846/)11'I+ /* )O% 864 @4-6.#

S3&.)#'AAAA =)-16.*11'I+ /* *.*3*+,6& /* )+% 86-.%1'I+# =* .* 16+61* 1636 )'%'G- 4& %3&.)#'%. +D3*46 /* /%,6&>)* .% 16+5643%+ 7 &* 4*84*&*+,% 16+ .% .*,4% _+`#

)'+,6 &*3*&,4*#

E6-.%1'I+ *&,%/0&,'1%A 9%44*4%& )+'O*4&',%4'%& *.*('/%& 864 ,6/6& .6& *&,)/'%+,* 9%-* 3*+1'6+%4 >)* .%&4*&8)*&,%& &* 8)*/*+ 4*8*,'42 /%/6 >)* 3@& /* )+ *&,)/'%+,* 8)*/* *.*('4 .% 3'&3% 1%44*4%2 864 *F*38.6A %.84*()+,%4 % .6& FIO*+*& &) 1%44*4% % *.*('42 .%& 4*&8)*&,%& 8)*/*+ &*4a N4>)',*1,)4%2 b'&*W6 c4@5'162 B*/'1'+%2 f+(#9'O'.2 B*41%/6,*1+'%2 R)4'&362 g'+%+?%&2 m/6+,6.6(0%2 B%,*3@,'1%&2 /*4*1;62 N4>)',*1,)4%2 B*/'1'+%2 g0&'1%2])03'16 :'I.6(62 C*(61'6&2 B*/'1'+%2 *,1#

S3&.)#&-+)* 86&**+ ,6/6& .6& *.*3*+,6& /* )+% 86-.%1'I+ 50&'1% 7 >)* 8)*/*+ /'5*4'4/*. O%.64 >)* 8)*/% ,63%4# $%& O%4'%-.*& 8*43',*+ 1.%&'5'1%4 % .6& '+/'O'/)6&2 6-F*,6&2 *+,'/%/*&2 *+ .6& >)* &* 3'/* .%1%4%1,*40&,'1%# $%& O%4'%-.*& &6+ .% ;*44%3'*+,% 5)+/%3*+,%. /* .% *&,%/0&,'1%2 /*-'/6 % >)* *. %+@.'&'& *&,%/0&,'16 /* .%'+5643%1'I+ &* 4*%.'?% 84'+1'8%.3*+,* &6-4* .6& O%.64*& /* .%& O%4'%-.*

=$*-. 4& E'#$'@6&.=$*-. 4& E'#$'@6&.=$*-. 4& E'#$'@6&.=$*-. 4& E'#$'@6&.

$%& ,Y1+'1%& *&,%/0&,'1%& >)* &* %8.'1%+ 8%4% 4*%.'?%4 )+ %+@.'&'& *&,%/0&,'16 /*8*+/*4@+ /* .6& O%.64*& >)* .% O%4'%-.*

/* *&,)/'6 8)*/% ,63%4 7 16+ -%&* *+ *&,62 &* 1.%&'5'1%+ /* .% &'()'*+,* 3%+*4%A

,'. C'#$'@6&. 7')&28#$7'.&6+ %>)*..%& 1)76& O%.64*& &6+ /*. ,'86 1%,*(I4'162 *& /*1'42 >)* '+/'1%+ 1%,*(640%& 6 &6+*,'>)*,%& %.5%+)3Y4'1%& 6 s+63-4*&s# N &) O*? &* 1.%&'5'1%+ *+A

%S E'#$'@6&. 7')&28#$7'. 0-%$0'6&.+ &6+ .%& O%4'%-.*& 1%,*(I4'1%& >)*2 %/*3@& /* >)* &)& 86&'-.*& O%.64*& &6+3),)%3*+,* *\1.)7*+,*& *+,4* &02 +6 ,'*+*+ %.()+% 5643% s+%,)4%.s /* 64/*+%1'I+#

)*,-6.2 j6.'-6.2 C%,%1'I+2 :*'&-6.2 *,1#


25/144

FP-."43& 5

,'. C'#$'@6&. 03%;#$7'.&6+ %>)*..%& >)* ,63%+ O%.64*& +)3Y4'16& 7 &* 1.%&'5'1%+ *+A

%S

E'#$'@6&. 03%;#$7'. 4$.7#&)'.A O%4'%-.*& >)* *+,4* )+6 7 6,46 O%.64 >)* 8)*/%+ ,63%42 >)*/%+ *&8%1'6& O%106


26/144

FQ !"#$%&'(& * (&+!%,-& ./ 0/%,/-,.,(/( &+1/(2+1,!/ * +3+ /$.,!/!,"'&+

)* 8)*/* ,63%4E6&'-.*& O%.64*& >)* 8)*/* ,63%4E6&'-.*& O%.64*& >)* 8)*/* ,63%4E6&'-.*& O%.64*& >)* 8)*/* ,63%4

j*1*& >)* &* %1)/* %. 1'+* /)4%+,* )+ 3*

E463*/'6 *&16.%4#

R'86 /* &%+(4*#

CD3*46 /* ;*43%+6

)* 61)8% *+ .% .'&,% /* %&'&,*+1'%#

B6+,6 /* 4*1'-6 /*. 16+&)36 /* %()%#

R'*386 /'%4'6 /*/'1%/6 %. 9;%,#96.64 /* 6F6

B%,*4'% 84*5*4'/%#

R%..% /* 1%.?%/6#

E).&%1'6+*& 864 3'+),6#

9%44*4% )+'O*4&',%4'% % *.*('4#

$)(%4 /* +%1'3'*+,6#

E%4,'/6 86.0,'16 16+ *. >)* &'38%,'?%#

P#

9638%4% ,)& 4*&8)*&,%& 16+ .6& /*3@& '+,*(4%+,*& /* *>)'862 /'&1),%+ 7 16+1.)7%+#

J# )* 8)*/* ,63%4#

743"C",(,- F D2&+3"+9(4"?+E


27/144

FR-."43& 5


28/144

G/ !"#$%&'(& * (&+!%,-& ./ 0/%,/-,.,(/( &+1/(2+1,!/ * +3+ /$.,!/!,"'&+

2#+)& C#1)9) U9#)31#&=

=* /'1* >)* &* 4*%.'?% )+ 1*+&6 1)%+/6 &* ,63%+ *+ 1)*+,% ,6/6& .6& *.*3*+,6& /* .% 86-.%1'I+ 50&'1% /* '+,*4Y&8%4% 4*%.'?%4 .% 3*/'1'I+ /* .% O%4'%-.* /* *&,)/'6# )* 1638.'1% .% .%-64 1*+&%.2 &* ,*+/40% )+% T'6)' 4& #&73#.-.R3%'0-.2 864 *F*38.6A >)* .% 86-.%1'I+ /* *&,)/'6 &*% ,6/6& .6& ;%-',%+,*& /* +)*&,46 8%0&a 6 ,6/6& .6& *&,)/'%+,*&&6+64*+&*& /* .6& /'5*4*+,*& +'O*.*& */)1%,'O6& 6 ,6/6& .6& *(4*&%/6& /*. 96.*('6 /* :%1;'..*4*& /*. )'*4* /* )+% 1%+,'/%/ /*8*4&6+%. /* %8676 &)5'1'*+,*2 *. 1)%. /*-*4@ &*4 1%8%1',%/6 8%4% &*4 *5'1'*+,*& *+ *. ,4%-%F6 /* 4*16.*11'I+ /* /%,6& 7>)* Y&,6& 4*&).,*+ &*4 16+5'%-.*& >)* *+ 61%&'6+*& *. 8*4&6+%. +6 *& .% 1%+,'/%/ 4*>)*4'/%a &* 61)8%4@+ /* #&73#.-.&7-08%$7-. 8%4% &6.O*+,%4 .6& (%&,6& /*4'O%/6& /* 8%(6 /* &%.%4'6&2 /* .% 1%8%1',%1'I+2 16384% /* 3%,*4'%.*&2%/>)'&'1'I+ 7 3%+,*+'3'*+,6 /* *>)'86 ,*1+6.I('16 +*1*&%4'62 8%(6 /* O'@,'16& 7 ;6&8*/%F*2 *,1# =' *. 6-F*,'O6 /* )+*&,)/'6 *&2 864 *F*38.6a 1)%+,'5'1%4 .% /)4%-'.'/%/ /* )+ +)*O6 +*)3@,'16 8%4% %),6& 1638%1,6&2 *. 1*+&6 '38.'1% >)*1%/% )+6 /* .6& +*)3@,'16& /*-*4@ ,4%&.%/%4&* %. .%-64%,64'6 6 ,%..*4 /* 84)*-% 8%4% &63*,*4.6& % .%& 16+/'1'6+*& /*/*&(%&,*& _+%,)4%.*&` 1636 .% 54'11'I+2 *. 1%.642 *+54'%3'*+,62 (6.8*&2 *,1# b* ,%. 5643% >)* ,6/%& .%& ..%+,%& &*/*,*4'64%4@+2 T=* 86+/4@+ % .% O*+,% ,6/6& .6& +*)3@,'16& /*&(%&,%/6&U T=* 6-,*+/4@+ ),'.'/%/*&U T)* 4*846/)?1%2 *+ .% 3*/'/% /* .6 86&'-.*2 .6& 4%&(6& (*+*4%.*& /* .% 86-.%1'I+#

=* /'1* >)* )+% 3)*&,4% *& 4*84*&*+,%,'O% /* )+% 86-.%1'I+ &' &)& *.*3*+,6& &* *.'(*+ %. %?%4 864 *. 3Y,6/6 8468'1'67 *+ 1%+,'/%/ 8*4,'+*+,*#

Z+ 3)*&,4*6 *&'6&')-#$-1)%+/6 1%/% *.*3*+,6 /* .% 86-.%1'I+ *& ,%+ 5%1,'-.* /* &*4 *.*('/6 1636 1)%.>)'*4 6,46a *+1%&6 16+,4%4'62 *. 3)*&,4*6 &* /*+63'+% +6 %.*%,64'6# *-#7-026-%'4-.#

N. 363*+,6 /* 4*%.'?%4 *.*11'6+*& %.*%,64'%&2 .%& 1%.1).%/64%& 1'*+,05'1%& 8)*/*+&*4 /* (4%+ %7)/%2 8)*&,6 >)* /'&86+*+ /* )+% 5)+1'I+ &*1)+/%4'% /*+63'+%/%[NCw X9%.1).%/64%& 3%41% 9%&'6 S .% 1)%. 8)*/*& '/*+,'5'1%4.% 864 *+1'3% /* .%,*1.% /*. 8)+,6 /*1'3%.#


29/144

G.-."43& 5

)'*,6 /* *&,%& %O*&2 +6 8*43',*+4*%.'?%4 *. 16+,*6#


30/144

GF !"#$%&'(& * (&+!%,-& ./ 0/%,/-,.,(/( &+1/(2+1,!/ * +3+ /$.,!/!,"'&+

)Y %,4'-)7*& .% /'5*4*+1'%U VVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV


M# b*1'/%+ /* 3%+*4% 16+F)+,%2 1)@. 14**+ >)* &*% .% 3*F64 %846\'3%1'I+ /* .% 1%+,'/%/ ,6,%. /* 8'+(r'+6& *+

,6/6 *. (4%+ ,Y38%+6 /* ;'*.6# VVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV


^# 96+1.)&'I+ 163)+',%4'% (4)8%.#


31/144

GG-."43& 5

N/*3@& /*. 3)*&,4*6 %.*%,64'6 &'38.*2 *\'&,*+ 6,46& ,'86& /* 3)*&,4*6& 846-%-'.0&,'16&2 *+,4* *..6& /*&,%1%+ *&,4%,'5'1%/62 *. &'&,*3@,'16 7 864 16+(.63*4%/6&2 16+I1*.6& % ,4%OY& /* .% &'()'*+,* %1,'O'/%/A

K#(5"L( 5& :9# )# 3# )&5"4"3(-

Z+% +)*O% *&8*1'* 3%4'+% ;% &'/6 /*&1)-'*4,%2 &* .*& ;% ..%3%/6 e*..7-.)--*4 Z+% 96.6+'%1638)*&,% /* 1'+1)*+,% /* *&,6& &*4*& O'O6& &* 3)*&,4% *+&*()'/%2 1%/% '+/'O'/)6 ;% &'/6*+)3*4%/6 8%4% &*4 /'5*4*+1'%/6#


32/144

GI !"#$%&'(& * (&+!%,-& ./ 0/%,/-,.,(/( &+1/(2+1,!/ * +3+ /$.,!/!,"'&+

%S

m-&*4O% /)4%+,* JH &*()+/6& %846\'3%/%3*+,* .% 16.6+'% /* *&,6& &*4*&2 %&0 1636 .%,%-.% /* 3*/'/%& 7 8468I+ )+ O%.64 8%4% .% .6+(',)/ 3*/'% /* ,6/6j%.64 8468)*&,6 8%4% .% .6+(',)/ 3*/'%AVVVVVVVVV

-S

)'862 T6-,)O'*46+ .6& 3'&36& 4*&).,%/6&UVVVVVV

TN >)Y %,4'-)7*& .% /'5*4*+1'%U VVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV

b*1'/%+ /* 3%+*4% 16+F)+,%2 1)@. 14**+ >)* &*% .% 3*F64 %846\'3%1'I+ /* .% .6+(',)/ 3*/'% /* .6&e*..7-.)--*4# C)*&,4% 8468)*&,% *&A VVVVVVVVVVV 33#

)* ,6/6 e*..7-.)--*4 >)*3'/% "H 33 6 3@& *& ;*3-4%a *+ 1%&6 16+,4%4'62 3%1;6#

1S =*.*11'6+% /* 3%+*4% %.*%,64'% )+% 3)*&,4% /* &*'& e*..7-.)--*4&2 ,4*& /* 1%/% (Y+*46 7 /*,*43'+% .%.6+(',)/ 3*/'% /* .% 3)*&,4%A)* ;%7 *+ .% 96.6+'% 7 1%.1).% .% .6+(',)/ 3*/'% 3)*&,4%.#

)* &'&,*3@,'1%3*+,* %8.'1% )+% ,Y1+'1% 8%4% .% *.*11'I+ /* .6& *.*3*+,6& /* .%3)*&,4%2&* ..%3% 3)*&,4*6 &'&,*3@,'16#

9638%4% .6& 4*&).,%/6& >)* 6-,)O'&,* 3)*&,4*6 864 3)*&,4*6 *+ *&,%& D.,'3%& ,Y1+'1%& 16+ .6& /* ,)&1638%W*46& /* *>)'86 Tm-,)O'*46+ .6& 3'&36& 4*&).,%/6&UVVVVVVTN >)Y %,4'-)7*& .% /'5*4*+1'%UVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV

VVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV

743"C",(,- J D4&+3"+9(4"?+E


33/144


34/144

GM !"#$%&'(& * (&+!%,-& ./ 0/%,/-,.,(/( &+1/(2+1,!/ * +3+ /$.,!/!,"'&+

#2"#11#

B#)(11&55( 5& :9# )# 3# )&5"4"3(-

f#

96+ -%&* % .% '+5643%1'I+ 8468641'6+%/%2 /% 4*&8)*&,% % 1%/% )+% /* .%& 84*()+,%&*+.'&,%/%& % 16+,'+)%1'I+A

%S T9)@. *& *. 3)+'1'8'6 /* =6+64% 16+ *. 3*+64 8641*+,%F* /* FIO*+*&UVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV

T{ *. /* 3%764 8641*+,%F*U VVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV

-S )* ,)& 1638%W*46& /* *>)'86UVVVVVVVVVV TN >)Y .6 %,4'-)7*&U VVVVVVVV

743"C",(,- M


35/144

GP-."43& 5

ff#

=* 4*%.'?I )+ *&,)/'6 *&,%/0&,'16 8%4% 16+61*4 .6& 8%&%,'*386& 5%O64',6& /* .6& %.)3+6& /*:%1;'..*4%,6 /*. B)+'1'8'6 /* 9%F*3*# b*-'/6 % .% '386&'-'.'/%/ /* 84*()+,%4.*& % ,6/6& 71%/% )+62 *. (4)86 /* '+O*&,'(%/64*& /*1'/'I *.*('4 %. %?%4 )+% 3)*&,4% /* "PHH %.)3+6 $%3)*&,4% 5)* &*.*11'6+%/% /*. .'&,%/6 ,6,%. /* %.)3+6& 8468641'6+%/6 864 .% =*14*,%4'% /*

)* 1)4&%2 ,)4+62 8463*/'6 (*+*4%.2 8%&%,'*386X&S 84*5*4'/6X&S2 ,'*386 >)*'+O'*4,* %. /0% *+ &) 8%&%,'*3862 +D3*46 /* 8*4&6+%& >)* 8%4,'1'8%+ %. ..*O%4 % 1%-6 *. 8%&%,'*386 7 &)68'+'I+ *+ *. &*+,'/6 /* &' .*& %5*1,% *+ &) 4*+/'3'*+,6 *&16.%4#

)* .*& %5*1,%-% 86&','O%3*+,*2 16+,*&,%46+ >)'*+*&84%1,'1%+ /*864,*2 *+ .6& 6,46& 1%&6& ,*+0%+ .% 14**+1'% /* >)* .*& %5*1,%-% +*(%,'O%3*+,* 864>)* .*/*/'1%-%+ /*3%&'%/6 ,'*386 7 Y&,* +6 .*& %.1%+?%-% 8%4% *. *&,)/'6 7 .% 4*%.'?%1'I+ /* ,%4*%& *&16.%4*

N 8%4,'4 /* .% '+5643%1'I+ %+,*4'642 4*&86+/*2 '+'1'%.3*+,* /* 3%+*4% '+/'O'/)%. 7 86&,*4'643*+,* 1638%4,*,)& 4*&8)*&,%& 16+ .6& /*3@& '+,*(4%+,*& /* ,) *>)'86 8%4% >)*2 /* 3%+*4% 16+F)+,%2 ..*()*+ % )+%4*&8)*&,% 16+&*+&%/%#

%S T9)@. *& .% 86-.%1'I+ /* *&,)/'6UVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV

-S

T])'Y+*& '+,*(4%+ 5643%+ .% 3)*&,4%UVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV

1S T])Y ,'86 /* 3)*&,4*6 4*163*+/%40%& ),'.'?%4UVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV TE64 >)YU VVVVVVVVVVVVVV

VVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV

/S

b*&14'-* 16+ /*,%..* X8%&6 % 8%&6S 1I36 ..*O%40%& % .% 84@1,'1% *. 3)*&,4*6 >)* 4*163'*+/%&A

VVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV

VVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV

*S

T9)@.*& &6+ .%& O%4'%-.*& /* *&,)/'6U Tb* >)Y ,'86 *& 1%/% )+%U

j%4'%-.*j%4'%-.*j%4'%-.*j%4'%-.* R'86R'86R'86R'86 j%4'%-.*j%4'%-.*j%4'%-.*j%4'%-.* R'86R'86R'86R'86

743"C",(,- M D4&+3"+9(4"?+E


36/144


37/144

GR-."43& 5

%S

T9)@. *& .% 86-.%1'I+ /* *&,)/'6U )* .6 3*F64 86&'-.* VVVVVVVVVVVVVVVVVVVVVVVVVV

VVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV

-S

T9)@+,%& 8*4&6+%& '+,*(4%46+ .% 3)*&,4%U VVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV

1S TR'86 /* 3)*&,4*6 ),'.'?%/6U VVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV

/S T])Y ,'86 /* *&,%/0&,'1% &* ),'.'?IU VVVVVVVVVVVVVVVVVVVVVVVVVVVVVV N4()3*+,%A VVVVVVVVVVVVVVVVVVVVVV


*S T9I36 16+&'/*4%& >)* &* 6-,)O'*46+ .6& 8641*+,%F*& /* .% ,*41*4% 16.)3+%U VVVVVVVVVVVVVVVVVVVVVVVVVVV


5S

T96+&'/*4%& >)* *. 3'*/6 /*8*+/* /*. (Y+*46U VVVVVVVVV TE64 >)YU VVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV(S


38/144

I/ !"#$%&'(& * (&+!%,-& ./ 0/%,/-,.,(/( &+1/(2+1,!/ * +3+ /$.,!/!,"'&+

)* 16+&).,*& '+O*&,'(%1'6+*&*&,%/0&,'1%& 6 8)*/%& /'&86+*4 /* '+5643%1'I+ /* '+,*4Y

;,,8A||lll#'+*('#64(#3\|;,,8A||16+&).,%#3\|;,,8A||lll#3',*1+6.6('16#163|B%'+|E46-%-'.'/%/{


39/144

!"#$%& ()"*+(,&- ./ 0&1()

2#)31"4# 5 1#%1#)#+6( ,(6&) ,# 7&1$(

6(489(1 5 *1:7"3(;


40/144

@/ !"#$%&'" ) %"*%"#"+,- !-,.# !" /.%0- ,-'12-% ) 3%4/&$-

A#38#+3"( ,",:36"3( .;B+6#1%1#6(+,& 6(49() 5 *1:7"3&) #)6(,C)6"3&);

!B+"3"&!

!

D(1( 3(,( 3&+6#E6& #9"*# #9 *1:7"3& ?8# 3&+)",#1#) %#16"+#+6# (1*8$#+6(+,& 681#)%8#)6(; '(5/3) 8,/'2'-%0()+( /,()*53 M)*%+37 +(>'+3 % 0% -5303/4%+% )(G,Q% G,( )( -5()(/*%# M0 ()*,+'3 8,()*5% )903 ,/3 +( 03))'4,'(/*() 456&'23) (0 2,%0 )%*')&%2( 03) 5(G,')'*3) G,( % 23/*'/,%2'9/ )( 2'*%R

%: $% 8%D35Q% %>)30,*% 8%/'&()*9 ), %2(-*%2'9/ %0 *%/+(3 +( %4,%#>: O,D -323) )( %>)*,?'(53/ +( 3-'/%5#2: M/ '4,%0 -53-352'9/ S38>5() D 8,B(5() )( 8%/'&()*%53/ (/ 23/*5% +(0 *%/+(3#

IJ,60 23/)'+(5%) G,( () (0 456&'23 G,( %-%5(2( (/ 0% -5(/)%K LLLLLLLLLLLLL

>36"I",(,- .


41/144

@J'2.51" 6

C# $%) ?(/*%) (/ 0% (8-5()%#$%) ?(/*%) (/ 0% (8-5()%#$%) ?(/*%) (/ 0% (8-5()%#$%) ?(/*%) (/ 0% (8-5()%# M0'4( )903 ,/ 456&'23 G,( % *, 25((/2'% 23/)'+(5() )(% (0 G,(8(B35 5(-5()(/*( 0% )'4,'(/*( '/&358%2'9/R

%:

T/% *(52(5% -%5*( +(0 %=37 2%+% 8() +,-0'29 0% ?(/*% +(0 8() %/*(5'35#>: H( *,?3 ,/ -(5Q3+3 +( ?%5'3) 8()() (/ (0 2,%0 0%) ?(/*%) )( 8%/*,?'(53/ &'B%)#2: U,5%/*( 03) -5'8(53) *5() 8()() +(0 %=3 0%) ?(/*%) )( '/25(8(/*%53/ 0(?(8(/*(#

IJ,60 45,-3 )( %B,)*% % 0% '/&358%2'9/ -53-352'3/%+%K LLLLLLLLLLLLL

0% 8,()*5% 03) 5(),0*%+3) +( ,/ ()*,+'3 2,D3 3>B(*'?3 2(/*5%0 (5% 23/32(5 (0 4%)*3 -538(+'3+( %4,% -35 -(5)3/% %+,0*% (/ S34%5() H3/35(/)()#

.2*'?'+%+.2*'?'+%+.2*'?'+%+.2*'?'+%+J%/*'+%+J%/*'+%+J%/*'+%+J%/*'+%+

V0'*53) +'%5'3) -35 -(5)3/%:V0'*53) +'%5'3) -35 -(5)3/%:V0'*53) +'%5'3) -35 -(5)3/%:V0'*53) +'%5'3) -35 -(5)3/%:

$%?%5 53-%# "W

$%?%8%/3) D >%=3# CE

$%?%5 %,*3)# "W

T)3 -%5% >(>(5# ,D(/ ()*% +'&(5(/2'%K

LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL


2: IJ3/ 2,6/*% &5(2,(/2'% )( S%2( 2%+% %2*'?'+%+K H,4(5(/2'%R .45(4%5 ,/% /,(?% 230,8/% +(0 0%+3 +(5(2S3

+( 0% *%>0% D %/3*%5 (/ (00% 0% -53-,()*% -35 (G,'-3#

+: I[,Z -352(/*%B( +(0 *3*%0 +( %4,% 4%)*%+% -35 -(5)3/% )( ,)% +( ,/% 8%/(5% , 3*5% (/ (0>%=3KLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

>36"I",(,- . K3&+6"+8(3"L+M


42/144

@@ !"#$%&'" ) %"*%"#"+,- !-,.# !" /.%0- ,-'12-% ) 3%4/&$-

M?%0,%2'9/M?%0,%2'9/M?%0,%2'9/M?%0,%2'9/.2*'?'+%+R " \53+,2*3R \53>0(8%) +( %-0'2%2'9/# \,/*%B(R

H%>(5()H%>(5()H%>(5()H%>(5()J3/2(-*,%0J3/2(-*,%0J3/2(-*,%0J3/2(-*,%0 \532(+'8(/*%0\532(+'8(/*%0\532(+'8(/*%0\532(+'8(/*%0 .2*'*,+'/%02*'*,+'/%0.2*'*,+'/%02*'*,+'/%0

]/*(5-5(*% *%>0%) D 456&'23)()*%+Q)*'23)# X(0%2'3/% 0%'/&358%2'9/ 23/*(/'+% (/23/*(^*3) 5(%0()#

./%0'1% '/&358%2'9/ D 0% %-0'2% -%5%5(%0'1%5 2602,03) D %/60')')/(2()%5'3)#

X(%0'1%5 *%5(%) %)'4/%+%) 23/%2*'*,+ -53-3)'*'?%) D 5(&0(^'3/%),) 5()-,()*%)#

.,*3(?%0,%2'9/J OJ _J J%0'&'2%2'9/ 3*354%+% -35 (0

+32(/*(

(: ]8%4'/% G,( (5() (0 (/2%54%+3V%: +( +')(=%5 ,/% 2%8-%=% M)*%*%0 `(0(?')'?% -%5% %S355%5%4,%# I. G,Z %2*'?'+%+() 0( +%5Q%) 8%D35 '8-35*%/2'%K LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLI[,Z 8(+'+%) -53-3/+5Q%)KLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL#

&: U( %2,(5+3 %0 2(/)3 +( \3>0%2'9/ D a'?'(/+% +(0 ;W"W 5(%0'1%+3 -35 (0 ]_Mb]7 (/ H3/35% ?'?'83) ;7@@;70% ()*%+Q)*'2% G,( 5(G,'(5(/ +( 8%D35 23/),83 IJ,6/*% %4,%)( %S355%5Q% (/ *3*%0 (/ ,/ +Q%K LLLLLLLLLLLLLLLLLLLLLLL D I(/ ,/% )(8%/%K LLLLLLLLLLLLLLLLLLLLLLLLLL

E# M0M0M0M0 *'(8-3 +( ()-(5%#*'(8-3 +( ()-(5%#*'(8-3 +( ()-(5%#*'(8-3 +( ()-(5%# M0 )'4,'(/*( S')*345%8% 8,()*5% 0% +')*5'>,2'9/ +(0 *'(8-3 V8'/,*3): +( ()-(5% +(2'(5*% 2%/*'+%+ +( 20'(/*() G,( %2,+(/ % ,/ 89+,03 23/ 2%B(53 -%5% -%4%5 (0 5(2'>3 *(0(&9/'23#

%: IJ,60 () (0 (5535 +( ()*( 456&'23K LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL>: IJ,6/*3) 20'(/*() %-53^'8%+%8(/*( ()*,?'(53/ (/ ()-(5% -%5% 5(%0'1%5 ), -%43KLLLLLLLLLLLLLLLLLLLLLLLL

\53-9/ ,/% ()2%0% -%5% (0 (B( S35'13/*%07 45%+A%03 (/ 8'/,*3) D 5()-3/+( % 03) )'4,'(/*()

-0%/*(%8'(/*3)R

2: IJ,6/*3 () 03 8Q/'83 G,( +(>( ()-(5%5 (0 20'(/*( -%5% 5(%0'1%5 ), -%43KLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

+: IJ,60 () (0 *'(8-3 86^'83 +( ()-(5%K LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

(: H' *( (/2,(/*5%) S%2'(/+3 &'0% -%5% 5(%0'1%5 (0 -%437 I[,Z '/*(5?%03 +( *'(8-3 () (0 86) 238A/ G,( )(

()-(5% *( (/2,(/*5() -%5% -%4%5K LLLLLLLLLLLLLLLLLLLLLLLL I\35 G,ZKLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

>36"I",(,- . K3&+6"+8(3"L+M


43/144

@N'2.51" 6

"2#)(11&99&!(49() 5 *1:7"3() #)6(,C)6"3();

M/ *3+3 ()*,+'3 3 '/?()*'4%2'9/ ()*%+Q)*'2% )( 5(G,'(5( 8(+'5 0%) 2%5%2*(5Q)*'2%) (/ 03) '/+'?'+,3)7 3>B(*3) 3 23)%) +'/*(5Z)F +( ()*% 8%/(5% )( 3>*'(/( ,/% 230(22'9/ +( ?%035() +( 0% ?%5'%>0( 2355()-3/+'(/*(F () +(2'5 )( 4(/(5% 23/B,/*3 +( +%*3)F D% )(% ,/% -3>0%2'9/ ()*%+Q)*'2% 3 ,/% 8,()*5% ()*%+Q)*'2%#

M) '/+')-(/)%>0( D A*'0 +')-3/(5 23/ 8Z*3+3) +( 354%/'1%2'9/ D -5()(/*%2'9/ +( 03) +%*3) 5(23-'0%+3) G,( -(58'*23/32(5 2983 )( 5(-%5*(/ Z)*3)7 (/*5( 03) -3)'>0() ?%035() G,( -,(+( *38%5 0% ?%5'%>0( +( '/*(5Z)# $%5(-5()(/*%2'3/() *%>,0%5() D 456&'2%)7 >5'/+%/ 0% 3-35*,/'+%+ +( -532()%5 0% '/&358%2'9/ 5(23-'0%+%7 %A/ 86)7 -,(+(/ 23/?(5*'5 (/ '/)*5,8(/*3) A*'0()7 -,()*3 G,( -,(+(/ (^-5()%5 3 *5%/)8'*'57 +( 8%/(5% 56-'+% D )(/2'00%7 0*(/+(/2'%) 3 5(4,0%5'+%+() G,( 8%/'&'()*(/ 03) +%*3)#

$%) *%>0%) ()*%+Q)*'2%) -(58'*(/ 5(),8'5 0% '/&358%2'9/7 (/ 0% -5'8(5% 230,8/% %-%5(2( 0% ?%5'%>0( +( ()*,+'3 D 03?%035() G,( -,(+% *38%57 (/ 0% 3 0%) )'4,'(/*() 230,8/%) %-%5(2(/ 0%) &5(2,(/2'%) %>)30,*%) , 3*5%) G,( (0 ()*,+5(G,'(5%#

"#$%#&'&(') *' +&, (,-., ')("#$%#&'&(') *' +&, (,-., ')("#$%#&'&(') *' +&, (,-., ')("#$%#&'&(') *' +&, (,-., ')(,*/,*/,*/,*/)(01,)(01,)(01,)(01,

"# `Q*,03R ]/20,D( (0 3>B(*'?3 +(0 ()*,+'37 *%8>'Z/ +()25'>( 0% '/&358%2'9/ 86) '8-35*%/*( +(0 ()*,+'3 2383 03 ($% ?%5'%>0(7 0% 8,()*5% 3 -3>0%2'9/ D % G,'Z/ 2355()-3/+( 0% 8,()*5%#

;# M/2%>(1%+3)R U()25'>(/ (0 *'-3 +( '/&358%2'9/ G,( )( 5(&'(5( (/ 2%+% 230,8/%7 -,(+( '/20,'5 +()25'-2'3/*%0() 2383 0%) ,/'+%+() +( 8(+'+% (8-0(%+%)7 (0 *'-3 +( +%*3) D ), %0'/(%2'9/7 ?(5*'2%0 , S35'13/*%0#

C# J,(5-3 +( 0% *%>0%R .45,-% (0 23/*(/'+3 +( 0% '/&358%2'9/# J3/)*'*,D( (0 8(/)%B( +( 0% *%>0%# M) (0 ()-%2G,( 23/*'(/( 03) ?%035() +( ?%5'%>0(7 D% )(% 2%*(495'23) 3 /,8Z5'23)7 03) 2,%0() +(>(56/ )(5 )'(8-(^20,D(/*()7 *%8>'Z/ 23/*'(/( 0%) &5(2,(/2'%) %)32'%+%) % 2%+% ,/3 +( Z)*3) ?%035()#

0%# \35 (B(8-03 )( ()-(2'&'2%R 29837 G,'Z/7 (/ +9/+(

2,6/+3 )( 5(23-'0%53/ 03) +%*3)#

MB(8-03)R

%: `'-3 )%/4,Q/(3 +( 03) ()*,+'%/*() +( ,/ 45,-3 ()230%5 +( >%2S'00(5%*3

d,(/*(R X(),0*%+3) +( ,/% (/2,()*% 23/*(/'+% (/ ,/ -53D(2*3 ()230%5 ;WWY#

>: U')*5'>,2'9/ +(0 ,)3 +(0 %4,% (/ /,()*53 -%Q)

T)3 +(0 %4,%T)3 +(0 %4,%T)3 +(0 %4,%T)3 +(0 %4,% \352(/*%B(\352(/*%B(\352(/*%B(\352(/*%B(.>%)*(2'8'(/*3 -A>0'23 "


44/144


45/144

@P'2.51" 6

2#)(11&99( 9& ?8# )# %",#;

]# $3) )'4,'(/*() 456&'23) +( >%55%) 5(-5()(/*%/ (0 /A8(53 +( S(58%/3) G,( *'(/(/ 03)

%0,8/3) +( +3) 45,-3) +( >%2S'00(5%*3R EW"O D EW;a7 +(0 \0%/*(0 +( _34%0() +(0 J30(4'3 +(i%2S'00(5() +( H3/35%#

d,(/*(R .2*'?'+%+ +()%55300%+% (/ 03) 45,-3) 2'*%+3)7 *38%/+3 (/ 2,(/*% % *3+3) 03) ()*,+'%/*() -(5*(/(2'(/*() % 2%+% ,/3# H(-*'(8>5( +(;WWY#

"# U% 5()-,()*% +( 8%/(5% '/+'?'+,%0 % 2%+% ,/3 +( 03) )'4,'(/*() -0%/*(%8'(/*3)7 -3)*(5'358(/*( 238(/*%

(/ (G,'-3 *,) 5()-,()*%) D 23/20,D%/ +( &358% 230(2*'?%#%: J3/)*5,D( 0% +')*5'>,2'9/ +( &5(2,(/2'%) %>)30,*%) -%5% 2%+% 456&'23 +( >%55%)#

>36"I",(,- /


46/144

@Q !"#$%&'" ) %"*%"#"+,- !-,.# !" /.%0- ,-'12-% ) 3%4/&$-

>: IM/ G,Z 45,-3 S%D 86) ()*,+'%/*()KLLLLLLLLLLLL I\35 G,ZK LLLLLLLLLLLLLLLLLLLLLLLLLLL

LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

2: IJ,60 () (0 -352(/*%B( +( S'B3) A/'23) (/ 2%+% 45,-3KLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

+: IJ,60 () (0 /A8(53 +( S(58%/3) 23/ 8%D35 &5(2,(/2'% (/ 2%+% 45,-3K LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

(: IM/ G,Z )3/ +'&(5(/*() 03) 45,-3) 23/ 5()-(2*3 % ()*% ?%5'%>0( +( ()*,+'3K LLLLLLLLLLLLLLLLLLLLLLLLLLLL

LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

&: J3/)*5,D( ,/% +')*5'>,2'9/ +( &5(2,(/2'%) %>)30,*%) 23/B,/*%F () +(2'5 ,/% +')*5'>,2'9/ +3/+( 8,()*5() 03)+%*3) +( %8>3) 45,-3)# \3)*(5'358(/*( 5(%0'1% ,/ %/60')') +( -3)'>0() *(/+(/2'%) (/ 03) ?%035() +( 0%?%5'%>0(# U')2,*%/ ),) 3-'/'3/() (/ (G,'-3 D 23/20,D%/#

>36"I",(,- / K3&+6"+8(3"L+M


47/144

@R'2.51" 6

M?%0,%2'9/M?%0,%2'9/M?%0,%2'9/M?%0,%2'9/.2*'?'+%+R ; \53+,2*3R \53>0(8%) +( %-0'2%2'9/# \,/*%B(R

H%>(5()H%>(5()H%>(5()H%>(5()J3/2(-*,%0J3/2(-*,%0J3/2(-*,%0J3/2(-*,%0 \532(+'8(/*%0\532(+'8(/*%0\532(+'8(/*%0\532(+'8(/*%0 .2*'*,+'/%0.2*'*,+'/%0.2*'*,+'/%0.2*'*,+'/%0

J38-0(*% *%>0%) +( +')*5'>,2'9/+( &5(2,(/2'%) (/ 23/*(^*3)-562*'23)#

\532()% '/&358%2'9/ 3>*(/'+% +(*%>0%) +( +')*5'>,2'9/ +(&5(2,(/2'%)7 -%5% 5(%0'1%5 %/60')') D23/20,'5 )3>5( ,/% -53>0(86*'2%#

H( 238-538(*( 23/ ,/% %2*'*,+-53-3)'*'?% D 5(&0(^'?%7 +(-%5*'2'-%2'9/ D 230%>35%2'9/#

J3(?%0,%2'9/J OJ _J J%0'&'2%2'9/ 3*354%+% -35 (0

+32(/*(

]]# $% )'4,'(/*( *%>0% 8,()*5% +( &358% 5(),8'+%7 D +( 8%/(5% -%52'%0 03) 5(),0*%+3) +( ,/()*,+'3 ()*%+Q)*'23#

_A8(53 +( i%0%/2() b(/(5%0() G,( 5(%0'1% +'%5'%8(/*( 2%+% ,/3 +( 03) J3/*%+35() \A>0'23) (/*5(?')*%+3)#

_A8(53 +(_A8(53 +(_A8(53 +(_A8(53 +(i%0%/2()i%0%/2()i%0%/2()i%0%/2()

5(%0'1%5(%0'1%5(%0'1%5(%0'1%+3) %0 +Q%+3) %0 +Q%+3) %0 +Q%+3) %0 +Q%

d5(2,(/2'%d5(2,(/2'%d5(2,(/2'%d5(2,(/2'%%>)30,*%%>)30,*%%>)30,*%%>)30,*% VVVV&&&&%%%%::::

d5(2,(/2'%d5(2,(/2'%d5(2,(/2'%d5(2,(/2'%5(0%*'?%5(0%*'?%5(0%*'?%5(0%*'?% VVVV&&&&5555::::

d5(2,(/2'%d5(2,(/2'%d5(2,(/2'%d5(2,(/2'%%2,8,0%+%%2,8,0%+%%2,8,0%+%%2,8,0%+% VVVV&&&&%2%2%2%2::::

d5(2,(/2'%d5(2,(/2'%d5(2,(/2'%d5(2,(/2'%5(0%*'?% %2,8,0%+%5(0%*'?% %2,8,0%+%5(0%*'?% %2,8,0%+%5(0%*'?% %2,8,0%+% VVVV&&&&5%25%25%25%2::::

W "

" 0'23) +(H3/35%7 M/(53 +( ;W""#

U% 5()-,()*% +( 8%/(5% '/+'?'+,%0 % 2%+% ,/3 +( 03) )'4,'(/*() -0%/*(%8'(/*3)7 -3)*(5'358(/*( 238(/*% (/(G,'-3 *,) 5()-,()*%) D 23/20,D%/ +( &358% 230(2*'?%#

%: IJ,60 () 0% ?%5'%>0( +( ()*,+'3KLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

>: IU( G,Z *'-3 ()K LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

2: J38-0(*%5 0% *%>0%#+: IJ,6/*3) 23/*%+35() -A>0'23) &,(53/ (/*5(?')*%+3)KLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

(: I[,Z -352(/*%B( +( 23/*%+35() 5(%0'1% 2,%*53 3 86) >%0%/2()KLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

&: IJ,6/*3) 23/*%+35() (&(2*A%/ 8(/3) +( *5() >%0%/2() 4(/(5%0()KLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

4: I[,Z -352(/*%B( +( 23/*%+35() 5(%0'1%/ (/*5( ; D E >%0%/2()KLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

S: I[,Z 2%/*'+%+ +( 23/*%+35() 5(%0'1% 8(/3) +( 2'/23 >%0%/2()KLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

': IJ,60 () (0 /A8(53 +( >%0%/2() 4(/(5%0() 86) 238A/KLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

B: IJ983 +()25'>() (0 238-35*%8'(/*3 +( 0% ?%5'%>0( +( ()*,+'3K LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

>36"I",(,- / K3&+6"+8(3"L+M


48/144

NS !"#$%&'" ) %"*%"#"+,- !-,.# !" /.%0- ,-'12-% ) 3%4/&$-

T1:7"3&) #)6(,C)6"3&) %(1( I(1"(49#) 3(6#*L1"3();

$% '/&358%2'9/ 23/2(/*5%+% (/ 0% *%>0% +( &5(2,(/2'%) )( -,(+( 5(-5()(/*%5 (/ ,/% 456&'2%7 0% 2,%0 )( -,(+( 23/?(5*'5(/ ,/ 5(2,5)3 ?'),%0 +( ?'*%0 '8-35*%/2'%7 D% G,( -(58'*( *(/(5 ,/% '+(% 20%5%7 -5(2')%7 403>%0 D 56-'+% %2(52% +( 0%)3>)(5?%2'3/() +( ,/% 8,()*5% 3 -3>0%2'9/#

M^')*(/ 8,2S3) *'-3) +( 456&'2%) (/ 0%) G,( )( -,(+(/ 5(-5()(/*%5 0% &5(2,(/2'% %>)30,*% V &&&&%%%% :7 5(0%*'?% V &&&&5555 :7%2,8,0%+% V &&&&%2%2%2%2 : D 5(0%*'?% %2,8,0%+% V &&&&5%25%25%25%2 : 23/ (00%) )( -,(+( ()*'8%5 %04,/3) ?%035() % *5%?Z) +( ,/% )'8-0('/)-(22'9/ ?'),%0#]U.U UM XMbT$.J]f_]U.U UM XMbT$.J]f_]U.U UM XMbT$.J]f_]U.U UM XMbT$.J]f_$3) +'&(5(/*() *'-3) +( 456&'2%) G,( )( -,(+(/ ,)%5 -%5% 5(-5()(/*%5 0%) 3>)(5?%2'3/() +( ,/ +(*(58'/%+3 -53>0(8%D 0% )(0(22'9/ +( ()*( *'-37 +(-(/+(/ +( 0% ?%5'%>0( (/ ()*,+'3F )' 0% ?%5'%>0( (/ ()*,+'3 () +(0 *'-3 2,%0'*%*'?37 03)456&'23) 5(238(/+%+3) )3/R

%: U( >%55%)F S35'13/*%0() 3 ?(5*'2%0()#>: J'52,0%5()#2: U( %/'003#+: \'2*345%8%#(: J%5*345%8%#

H' 0% ?%5'%>0( (/ ()*,+'3 () +( *'-3 2,%/*'*%*'?37 03) 456&'23) G,( -3+(83) ,)%5 -%5% ), 5(-5()(/*%2'9/ 456&'2% )3/R

%: U'%45%8% +( *%003 D S3B%)#>: b56&'23 +( 0Q/(%)2: l')*345%8%)#+: \30Q43/3) +( &5(2,(/2'%)#

"#$%#&'&(') *' +& 849"#$%#&'&(') *' +& 849"#$%#&'&(') *' +& 849"#$%#&'&(') *' +& 849301#301#301#301#

T/ 456&'237 %0 '4,%0 G,( ,/% *%>0% +( +')*5'>,2'9/ +( &5(2,(/2'%) *'(/( ),) 238-3/(/*()7 G,( )3/ 0%) -%5*())'4,'(/*()R

%: ]+(/*'&'2%2'9/ +(0 456&'23#>: `Q*,03 +(0 456&'23#2: J,(5-3 +(0 456&'23 3 456&'23 -53-'%8(/*( +'2S3 V'/20,D( 0% 20%?( 3 0(D(/+% +( )(5 /(2()%5'% ()*%:#+: \'( +(0 456&'23#

$%) 2%5%2*(5Q)*'2%) +( ()*3) 238-3/(/*()7 )%0?3 (0 456&'23 -53-'%8(/*( +'2S37 )3/ 0%) 8')8%) +( +'2S3)238-3/(/*() (/ 0% *%>0% ()*%+Q)*'2%#

$% (0(22'9/ +(0 456&'23 ()*%56 (/ &,/2'9/ +(0 *'-3 +( ?%5'%>0( +( ()*,+'3 D +( 03) 3>B(*'?3) G,( )( +()((/ 2,>5'5 %0838(/*3 +( -5()(/*%5 0% '/&358%2'9/R

",4,1('4/)(01,) : )+8'4'&10,) *' +)#",4,1('4/)(01,) : )+8'4'&10,) *' +)#",4,1('4/)(01,) : )+8'4'&10,) *' +)#",4,1('4/)(01,) : )+8'4'&10,) *' +)# *' .#) 849301#)*' .#) 849301#)*' .#) 849301#)*' .#) 849301#)

\%5% ?%5'%>0() 2%*(495'2%)R

;0,84,$,) *' -,44,)%55%) +(>(/ )(5 +( '4,%0 %/2S,5% D %0*,5%) -53-352'3/%0() % 0%) &5(2,(/2'%) %>)30,*%) 35(0%*'?%)# H( %-0'2%/ % ?%5'%>0() 2%*(495'2%) 3 *%8>'Z/ % ?%5'%>0() +')25(*%) 2,%/+3 03) ?%035() +( ?%5'%>0( )3/ -323)#

=49301#) 1041+.,4')RRRR _3 )( ,*'0'1%/ -%5% ?%5'%>0() 35+'/%0()7 (0 65(% +( 2%+% )(2*35 () -53-352'3/%0 % ), &5(2,(/2'%%>)30,*% 3 5(0%*'?% D )( -,(+(/ 23/)*5,'5 +'?'+'(/+3 ,/ 2Q52,03 (/ *%/*%) -352'3/() 2383 20%)() 3 ?%035() +( ?%5'%>0((^')*%/7 +( 83+3 G,( % 2%+% 20%)( 0( 2355()-3/+( ,/ %523 +( 2'52,/&(5(/2'% -53-352'3/%0 % ), &5(2,(/2'% %>)30,*% 35(0%*'?%#


49/144

N.'2.51" 6

\%5% +')*5'>,'5 2%+% 20%)( (/ 0% 2'52,/&(5(/2'% )( %-0'2% ,/% 5(40% +( *5() )'8-0( 5(0%2'3/%/+3 (0 *3*%0 +( (/*5(?')*%+3V"WW: % C@Wm G,( *'(/( 0% 2'52,/&(5(/2'% D +( ()*% 5(0%2'9/ )( +(*(58'/% 0% -%5*( G,( 0( 2355()-3/+( % 2%+% 8(+'3 +238,/'2%2'9/7 -35 (B(8-03 -%5% (0 )(2*35 2355()-3/+'(/*( %0 8(+'3 +( 238,/'2%2'9/ `(0(?')'9/7 (0 2602,03 ()R

^ n .523 +(0 )(2*35 ^ n( )( ) 3Y#@01(#84,$,RRRR d62'0() +( (/*(/+(57 (0 65(% +( 2%+% 83+%0'+%+ +(>( )(5 -53-352'3/%0 % 0% &5(2,(/2'%#

H( -,(+(/ 23/)*5,'5 3 %/%0'1%5 +3) *'-3) +( -'2*345%8%): M/ (0 -5'8(537 )( (0'4( ,/% &'4,5% G,( 5(-5()(/*% ,/ /A8(+( '/+'?'+,3) &'B%+3 D 0,(43 )( 5(-'*( -%5% 2%+% ?%035 +( 0% ?%5'%>0( *%/*%) ?(2() 2383 '/+'G,( ), &5(2,(/2'% %>)30,*M/ (0 )(4,/+3 *'-37 )( 5(-5()(/*% % +'&(5(/*() ()2%0%) ,/ 8')83 +'>,B3# M0 ()2%0%8'(/*3 +( 03) +'>,B3) +(>( )(5 *G,( (0 65(% +( 2%+% ,/3 +( (003) )(% -53-352'3/%0 % 0% &5(2,(/2'% +( 2%+% ?%035 +( 0% ?%5'%>0( G,( 5(-5()(/*%#

?#) 1,4(#84,$,)< H3/ 456&'23) 5(%0'1%+3) )3>5( 8%-%)7 (/ 03) G,( %-%5(2(/ '/+'2%+3) )3>5( 0%) +')*'/*%) 13/2%/*'+%+() 3 23035() +( %2,(5+3 23/ (0 2%562*(5 G,( 5(-5()(/*%/ . _3 )( 5(238'(/+% ), ,)3 2,%/+3 )( 83+'&'2%/ 0+'8(/)'3/() +(0 8%-%#


50/144

N/ !"#$%&'" ) %"*%"#"+,- !-,.# !" /.%0- ,-'12-% ) 3%4/&$-

J3/ >%)( %0 J%5*345%8% +( /,()*53 -%Q)7 IJ,60() )3/ 0%) (/*'+%+() &(+(5%*'?%) 23/ 8%D35 *(8-(5%*,5%K

IM/ G,Z M)*%+3) +( /,()*53 -%Q) S%2( 86) &5Q3 +,5%/*( *3+3 (0 %=3K

=49301# *' ./&',R $3) 456&'23) +( 0Q/(%) 8,()*5%/ ,/ 23/B,/*3 +( -,/*3) 23/(2*%+3) 8(+'%/*( ,/% 0Q/(%# $3) ?%035())( 5(-5()(/*%/ -35 (0 %0*3 +( 03) -,/*3) 23/ 5(0%2'9/ %0 (B( o# $%) (*'G,(*%) +( 0%) 2%*(435Q%) )( -5()(/*%/ (/ (0 (B( p#$3) 456&'23) +( 0Q/(%) ),(0(/ ,*'0'1%5)( -%5% 238-%5%5 ?%035() % 03 0%543 +(0 *'(8-3#

MB(8-03R

%: IJ,60 () %2*,%08(/*( 0% 2%/*'+%+ +( S%>'*%/*() (/ (0 8,/+3K>: I[,Z 2%/*'+%+ )( ()-(5% (/ (0 %=3 ;W;WK2: IJ,6/*%) -(5)3/%) S%>'*%83) /,()*53 -%Q)K

. -()%5 +(0 %)-(2*3 +( 3>B(*'?'+%+ D /(,*5%0'+%+ +( 03) 456&'23) ()*%+Q)*'23)7 +(>(/ )(5 %/%0'1%+3) 23/ 2,'+%+3 D+(*(/'+%8(/*(7 /3 )903 -%5% ()*%5 '/&358%+3)7 )'/3 *%8>'Z/ -%5% (?'*%5 2,%0G,'(5 '/*(5-5(*%2'9/ (G,'?32%+%# H( +(>(/?(5 23/ ,/ (/&3G,( 25Q*'23 D %/%0Q*'237 -5()*%/+3 %*(/2'9/ % 03) )'4,'(/*() %)-(2*3)R

%: [,Z )( 5(-5()(/*% (/ 2%+% (B(#>: [,Z *'-3 +( ,/'+%+() )( S%/ ,*'0'1%+3#2: J,60 () (0 -5'8(5 ?%035 (/ 2%+% (B(#+: [,Z ()2%0% )( S% ,*'0'1%+3 (/ 2%B% (B(#


51/144

NJ'2.51" 6

U#(9"V( 9& ?8# )# )&9"3"6(-

]# \%5% 2%+% ,/% +( 0%) )'4,'(/*() 456&'2%)7 +(*(58'/% 03 G,( )( '/+'2% -3)*(5'358(/*(#

%: $% -3>0%2'9/ +( ()*,+'3RLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

>: M0 *'-3 +( ?%5'%>0(RLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

2: H' 23/)'+(5%) G,( )( (&(2*,9 ,/ 2(/)3 3 8,()*5(3# .54,8(/*%RLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL






LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL






>36"I",(,- J


52/144

N@ !"#$%&'" ) %"*%"#"+,- !-,.# !" /.%0- ,-'12-% ) 3%4/&$-

+: $% -3>0%2'9/ +( ()*,+'3#LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

(: M0 *'-3 +( ?%5'%>0(#LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

&: H' 23/)'+(5%) G,( )( (&(2*,9 ,/ 2(/)3 3 8,()*5(3# .54,8(/*%#LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL


]]# M/ (G,'-3 5(%0'2(/ 03 )'4,'(/*(R

"# $3) )'4,'(/*() 456&'23) +( 0Q/(% 5(-5()(/*%/ 0% 8')8% '/&358%2'9/7 0% 2,%0 )( 5(&'(5( % 03) Q/+'2() +(?(/*%) 8(/),%0() +( ,/% (8-5()% 238(52'%0 +,5%/*( (0 ;WW@F )'/ (8>%543 ,/3 +( (003) /3 () +(0 *3+32355(2*3# f>)(5?% D %/%0'1% 23/ 2,'+%+3#

b56&'23 "

>36"I",(,- J K3&+6"+8(3"L+M


53/144

NN'2.51" 6

b56&'23 ;

%: IJ,60 () (0 456&'23 '/2355(2*3K LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

>: IM/ G,Z 23/)')*( (0 (5535K LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

2: IJ983 03 -,(+() 2355(4'5K LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

;# ./%0'1% 23/ 2,'+%+3 0% )'4,'(/*( '/&358%2'9/R

d,(/*(R ].O f2*,>5( +( ;WWY#

%: IM/ G,Z )( +'&(5(/2'%/ ()*3) 456&'23)KLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL


>: IM) +'&(5(/*( 0% '/&358%2'9/ 83)*5%+% (/ 2%+% -,>0'2'+%+K LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

2: IO'(/*( %04,/% +( 0%) +3) (8-5()%) %,*383*5'2()K LLLLLLLLL .54,8(/*%R LLLLLLLLLLLLLLLLLLLLLLLLLLLLL



>36"I",(,- J K3&+6"+8(3"L+M


54/144

NO !"#$%&'" ) %"*%"#"+,- !-,.# !" /.%0- ,-'12-% ) 3%4/&$-

*(/(5 ,/% 5(-5()(/*%2'9/ ?'),%0 +(0 23/B,/*3 +( +%*3)# H( 5(238'(/+% ,*'0'1%5 ()*( +'%45%8%2,%/+3 )( +')-3/( +( "E 3 86) +%*3)#

$3) )'4,'(/*() )3/ 03) -%)3) -%5% 23/)*5,'5 ,/ +'%45%8% +( *%003) D S3B%)R

"# H(0(22'3/%5 ,/3 3 86) +Q4'*3) '/'2'%0() -%5% 03) ?%035() +( *%003# M0 +Q4'*3V): &'/%0V(): )( 23/?'(5*( V/: (/ S3B%)#\%5% &%2'0'*%5 0% +(*(58'/%2'9/ +( 0% &358% +( 0% +')*5'>,2'9/ +( 03) +%*3) )( /(2()'*%/ %0 8(/3) E *%003)#

;# l%2(5 ,/% 0')*% +( ?%035() +( *%003 (/ ,/% 230,8/% ?(5*'2%0#C# X(4')*5%5 0%) S3B%) -35 2%+% 3>)(5?%2'9/ B,/*3 %0 ?%035 2355()-3/+'(/*( +(0 *%003#'(/+3 *(/(5 2,'+%+3 G,( (0 ()-%2'3%)'4/%+3 -%5% 2%+% S3B% )(% (0 8')83 (/ 2%+% 5(/409/ +( *%0 8%/(5% G,( G,(+(/ % ,/ 8')83 /'?(0#

M?%0,%2'9/M?%0,%2'9/M?%0,%2'9/M?%0,%2'9/.2*'?'+%+R C \53+,2*3R b56&'23)# \,/*%B(R

H%>(5()H%>(5()H%>(5()H%>(5()J3/2(-*,%0J3/2(-*,%0J3/2(-*,%0J3/2(-*,%0 \532(+'8(/*%0\532(+'8(/*%0\532(+'8(/*%0\532(+'8(/*%0 .2*'*,+'/%.2*'*,+'/%.2*'*,+'/%.2*'*,+'/%0000

]+(/*'&'2% 0% '/&358%2'9/

5(-5()(/*%+% (/ 456&'23)()*%+Q)*'23)R 2'52,0%57 >%55%) D0Q/(%)#

./%0'1% D ?%035% 0% '/&358%2'9/

5(-5()(/*%+% (/ 456&'23)()*%+Q)*'23)R 2'52,0%57 >%55%) D0Q/(%)#

.*'(/+( 0%) '/)*5,22'3/() 23/'/*(5Z) D *5%>%B% (/ (G,'-3 +(

8%/(5% -53-3)'*'?% D230%>35%*'?%#a%035% 0% ?(5%2'+%+ +( 0%'/&358%2'9/#

J3(?%0,%2'9/J OJ _J J%0'&'2%2'9/ 3*354%+% -35 (0

+32(/*(


55/144

NP'2.51" 6

U#(9"V( 9& ?8# )# )&9"3"6(;

@. >+.)#(5032%0'1%+3 (0 -,0)37 )( +(>(/ 23/*%5 0%) -,0)%2'3/() +,5%/*( G,'/2( )(4,/+3)7 %2*3 )(4,'+3 (0 5(),0*%+3 +(>()(5 8,0*'-0'2%+3 -35 2,%*537 D% G,( /358%08(/*( 0% 8(+'+% )( (^-5()% (/ -,0)%2'3/() -35 8'/,*3#

X(%0'1% 0% 8(+'2'9/ +( *, -,0)3 D %45(4% %0 /A8(53 ,/ ),>Q/+'2( O (/ 2%)3 +( G,( )(%) 8,B(5 3 ,/% l )' (5()S38>5( D -53-352'3/% 0% '/&358%2'9/ % *, X(-5()(/*%/*( +( MG,'-3# J%+% J30%>35%+35 +( (G,'-3 %/3*( (/ (0-'/*%559/ 3 -'1%559/ 0%) 3>)(5?%2'3/() 3>*(/'+%) -35 *3+3) 03) '/*(45%/*() +( ), (G,'-3#M)25'>( *3+3) 03) +%*3) 3>*(/'+3) -35 (0 45,-3 (/ 0% )'4,'(/*( *%>0%#

_A8(53 +( -,0)%2'3/() 5(4')*5%+%) -35 8'/,*3#_A8(53 +( -,0)%2'3/() 5(4')*5%+%) -35 8'/,*3#_A8(53 +( -,0)%2'3/() 5(4')*5%+%) -35 8'/,*3#_A8(53 +( -,0)%2'3/() 5(4')*5%+%) -35 8'/,*3#M[T]\fM[T]\fM[T]\fM[T]\f

"""" ;;;; CCCC 0%7 IG,Z '/&358%2'9/ 5(0(?%/*( -,(+() 238(/*%5 +( 0%)

8(+'2'3/() 5(4')*5%+%)K LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL



>36"I",(,- @


56/144

NQ !"#$%&'" ) %"*%"#"+,- !-,.# !" /.%0- ,-'12-% ) 3%4/&$-

M?%0,%2'9/M?%0,%2'9/M?%0,%2'9/M?%0,%2'9/.2*'?'+%+R < \53+,2*3R b56&'2% D 3>)(5?%2'3/()# \,/*%B(R

H%>(5()H%>(5()H%>(5()H%>(5()J3/2(-*,%0J3/2(-*,%0J3/2(-*,%0J3/2(-*,%0 \532(+'8(/*%0\532(+'8(/*%0\532(+'8(/*%0\532(+'8(/*%0 .2*'*,+'/%0.2*'*,+'/%0.2*'*,+'/%0.2*'*,+'/%0

J38-5(/+( (0 -532(+'8'(/*3-%5% 5(%0'1%5 456&'23) +( *%003 DS3B%)#

M0%>35% 456&'23) +( *%003 D S3B%)#./%0'1% 0% '/&358%2'9/ 3>*(/'+%7-%5% (8'*'5 ,/ B,'2'3#

.-5(2'% 03) 456&'23) ()*%+Q)*'23)2383 ,/% 8%/(5% +( ?'),%0'1%5 0%5(%0'+%+ D 3&5(2(5 ,/%S(55%8'(/*% -%5% (8'*'5 ,/ B,'2'3#

.,*3(?%0,%2'9/J OJ _J J%0'&'2%2'9/ 3*354%+% -35 (0

+32(/*(

(: J3/)*5,D( (0 456&'23 +( *%003 D S3B%) -%5% *3+3) 03) +%*3) 3>*(/'+3) D 238-65%03 23/ 03)+(86) '/*(45%/*() +( (G,'-3 D +( 8%/(5% 23/B,/*% +(2'+%/ (0 456&'23 G,( 23/)'+(5(/ )(%(0 86) %-53-'%+3#

`%003)`%003)`%003)`%003) l3B%)l3B%)l3B%)l3B%)

&: M)25'>( %G,(00%) 2%5%2*(5Q)*'2%) G,( 23/)'+(5() G,( )3>5()%0(/ (/ (0 456&'23R

LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL

4: J3/)*5,D( %S35% ,/ 456&'23 +( *%003 D S3B%) 238>'/%+3 +3/+( 8,()*5(/ 0%) 8(+'2'3/() +( 8,B(5() DS38>5()R

l3B%) VO,B(5():l3B%) VO,B(5():l3B%) VO,B(5():l3B%) VO,B(5(): `%003)`%003)`%003)`%003) l3B%) Vl38>5():l3B%) Vl38>5():l3B%) Vl38>5():l3B%) Vl38>5():

S: J38-%5(/ 03) 456&'23) D ()25'>%/ 0%) -3)'>0() )(8(B%/1% Dj3 +'&(5(/2'%) G,( 3>)(5?%/R

H(8(B%/1%)R LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL


U'&(5(/2'%)R LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL


>36"I",(,- @ K3&+6"+8(3"L+M


57/144

NR'2.51" 6

#


58/144

OS !"#$%&'" ) %"*%"#"+,- !-,.# !" /.%0- ,-'12-% ) 3%4/&$-

A#38#+3"( ,",:36"3( /;U#)8$"#+,& I(1"(49#) +8$X1"3();

!B+"3"&!

2#)(11&99( 9& ?8# )# )&9"3"6(;

H( /(2()'*% )%>(5 0% *%00% +( 2%01%+3 86) 238A/ (/ 03) ()*,+'%/*() +( *, 45,-3 -%5% *(/(5'/&358%2'9/7 G,( 23/B,/*%8(/*( % 0% 3>*(/'+% (/ 3*53) 45,-3)7 )( -,(+% ,*'0'1%5 -%5% 2%02,0%5 0%)+'8(/)'3/() +( 0% ()2%0'/%*% S%2'% (0 *(8-0(*( (/ (0 2,%0 )( ,>'2%56 (0 -5()Q+',8 (0 +Q% +( 0%2(5(83/'% +( *, 45%+,%2'9/ (0 -59^'83 )(8()*5(#

\53-352'3/% %0 -53&()35V%: *, *%00% +( 2%01%+3 D %/3*% (/ 0% )'4,'(/*( *%>0% *3+% 0% '/&358%2'9/ +(0 45,-3R

`%00% +( 2%01%+3R`%00% +( 2%01%+3R`%00% +( 2%01%+3R`%00% +( 2%01%+3R

%: X(%0'1% ,/% '/)-(22'9/ ?'),%0 +( 03) ?%035() (/ 0% *%>0%7 I[,Z '/&358%2'9/ 5(0(?%/*( -,(+() 238(/*%5 +( 0%)*%00%)K







>: `5%>%B3 (/ (G,'-3R \53-3/4%/ +3) -3)'>0() 8%/(5%) +( 5(),8'5 *3+3) 03) +%*3)#

"#LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL



;#LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL



>36"I",(,- .


59/144

O.'2.51" 6

M?%0,%2'9/M?%0,%2'9/M?%0,%2'9/M?%0,%2'9/.2*'?'+%+R " \53+,2*3R X(),8(/ +( +%*3)# \,/*%B(R

H%>(5()H%>(5()H%>(5()H%>(5()J3/2(-*,%0J3/2(-*,%0J3/2(-*,%0J3/2(-*,%0 \532(+'8(/*%0\532(+'8(/*%0\532(+'8(/*%0\532(+'8(/*%0 .2*'*,+'/%0.2*'*,+'/%0.2*'*,+'/%0.2*'*,+'/%0

X(23/32( 0% &358% +( 5(),8'5+%*3) 4(/(5%+3) -35 ,/-53>0(8% +( 0% ?'+% 23*'+'%/%#

\532()% D %/%0'1% '/&358%2'9/ -%5%5(),8'50%#

.*'(/+( 0%) '/)*5,22'3/() 23/'/*(5Z) D *5%>%B% (/ (G,'-3 +(8%/(5% -53-3)'*'?% D230%>35%*'?%#

J3(?%0,%2'9/J OJ _J J%0'&'2%2'9/ 3*354%+% -35 (0

+32(/*(

2: U()%55300(/ 0%) -53-,()*%) (/ (0 )'4,'(/*( 5(2,%+53R

\53-,()*% " \53-,()*% ;

+: I[,Z -,(+(/ 238(/*%5 %S35% 23/ 5()-(2*3 % 03) +%*3) 5(23-'0%+3) D 5(),8'+3)K



(: IJ3/)'+(5%/ G,( () '8-35*%/*( (0 5(),8'5 0% '/&358%2'9/KLLLLLL I\35 G,ZKLLLLLLLLLLLLLLLLLLLLLLLLLLLLL



&: U( &358% 45,-%0 D 23/ %-3D3 +(0 -53&()35V%:7 +(2'+%/ 0% &358%V): +( 5(),8(/ G,( 23/)'+(5(/ 86)%+(2,%+%V): D %-0QG,(/0%V):#

>36"I",(,- . K3&+6"+8(3"L+M


60/144

O/ !"#$%&'" ) %"*%"#"+,- !-,.# !" /.%0- ,-'12-% ) 3%4/&$-

"2#)(11&99&

2")61"483"&+#) ,# 71#38#+3"() %(1( I(1"(49#) +8$X1"3();

M) 238A/ (/23/*5%5 (/ ()*,+'3) 3 '/?()*'4%2'3/()7 ?%5'%>0() +')25(*%) G,( -,(+(/ *38%5 ,/% 45%/ ?%5'(+%+ +(?%035() +'&(5(/*()7 (B(8-03) +( ()*3) 2%)3) )3/R $%) 2%0'&'2%2'3/() 3>*(/'+%) -35 *3+3) 03) %0,8/3) +(0 45,-3 (/ ,/(^%8(/7 (0 /A8(53 +( -%2'(/*() G,( %*'(/+( ,/ 8Z+'23 2%+% +Q% +,5%/*( ,/ 8()7 (0 /A8(53 +( %0,8/3) G,((45()%53/ (0 -5()(/*( %=3 (/ *3+3 03) \0%/*(0() +(0 J30(4'3 +( i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

MB(8-03 "R .0 U'5(2*35 +(0 U(-%5*%8(/*3 +( _98'/% +( 0% (8-5()% NJf_UTOMpP 0( '/*(5()% (&(2*,%5 ,/ ()*,+'3 +( 0%%/*'4q(+%+ 0%>35%0 +( ),) 2,%5(/*% D 32S3 *5%>%B%+35()7 -%5% 5(/+'5 ,/ '/&358( +( &358% 5(),8'+%7 -35 03 2,%05(G,'(5( (&(2*,%5 ,/ %/60')') +(0 -53>0(8%# \%5% ()*3 5(2%>97 +( 03) (^-(+'(/*() +( 2%+% (8-0(%+37 0% )'4,'(/*('/&358%2'9/ )3>5( 03) %=3) +( %/*'4q(+%+R

"C7 "k7 ;;7 "( )(5 (/*(53#

>: M/)(4,'+% )( 2%02,0% (0 /A8(53 +( ,/'+%+() +( ?%5'%2'9/ (/ 03) +%*3) % ()*3 )( 0( 00%8% X%/437 )'8>30'1%+3 23/X D () 0% +'&(5(/2'% (/*5( (0 +%*3 8%D35 D (0 8(/35#

M/ ()*( (B(8-03 X n ;k s "W n "k

2: . 23/*'/,%2'9/ )( 5(G,'(5( 2%02,0%5 0% %/2S,5% 3 %8-0'*,+ G,( +(>(56 *(/(5 2%+% '/*(5?%037 0% 2,%0 +(>(56 )(5 0%

8')8% -%5% 2%+% ,/37 -%5% 3>*(/(50% )( +'?'+( (0 5%/43 (/*5( (0 /A8(53 +( '/*(5?%03)# . n (/ ()*( 2%)3 . n

n ;#e7 )( 5(238'(/+% G,( 0% %8-0'*,+ *(/4% '4,%0 -%5*() +(2'8%0() G,( 0%) G,( 03) +%*3) -5()(/*%/7 2383 (/

()*( (B(8-03 )3/ ?%035() (/*(53)7 (/*3/2() 0% %8-0'*,+ 0% %B,)*%83) %0 /,8(53 (/*(53 '/8(+'%*3 8%D35F () +(2'5 %CF /3 S%2(503 +( ()*% 8%/(5%7 )( 2355( (0 5'()43 +( G,( )( -'(5+% '/&358%2'9/F () +(2'5 G,( S%D% +%*3) G,( /3-(5*(/(12%/ % /'/4A/ '/*(5?%03#

+: .S35% )( 23/)*5,D(/ 03) '/*(5?%03)7 (0 -5'8(53 +( 03) 2,%0() '/'2'%56 23/ (0 +%*3 8(/35 () +(2'5 23/ "W D 2383+(>( 23/*(/(5 *5() ?%035() +')25(*3) ()*3) )3/ "W7 "" D ";7 (/*3/2() (0 '/*(5?%03 *(58'/% (/ ";F (0 )'4,'(/*(

'/*(5?%03 '/'2'% (/ "C D *(58'/% "E7 D %)Q ),2()'?%8(/*( S%)*% 00(4%5 %0 )Z-*'83 '/*(5?%03 +( ;Y % CW# `3+3) 03)'/*(5?%03) )( 5(4')*5%/ (/ 0% -5'8(5% 230,8/% +( 0% *%>0%7 %2*3 )(4,'+37 )( 23/*%>'0'1% (0 /A8(53 +( +%*3) G,( 0(2355()-3+(/ % 2%+% '/*(5?%037 D ()*% )(56 0% '/*(5-5(*%2'9/ +( &5(2,(/2'% %>)30,*%7 (/ ()*( 23/*(^*3 +(%45,-%8'(/*3 +( +%*3)# H( ()*6 (/ 23/+'2'3/() +( (0%>35%5 0% +')*5'>,2'9/ +( &5(2,(/2'%) %>)30,*%) -%5% 03) %=3)+( %/*'4q(+%+ 0%>35%0#


61/144

OJ'2.51" 6

U')*5'>,2'9/ +( &5(2,(/2'%) %>)30,*%)R

./*'4q(+%+ 0%>35%0./*'4q(+%+ 0%>35%0./*'4q(+%+ 0%>35%0./*'4q(+%+ 0%>35%0 d5(2,(/2'% %>)30,*%d5(2,(/2'% %>)30,*%d5(2,(/2'% %>)30,*%d5(2,(/2'% %>)30,*%

"Wt"; ;"Ct"E @"@t"Y "W

"kt;" "@;;t;< Y;Et;e E;YtCW "`3*%0


62/144

O@ !"#$%&'" ) %"*%"#"+,- !-,.# !" /.%0- ,-'12-% ) 3%4/&$-

MB(8-03 ;R M0 62'+3 A5'23 () ,/ 238-,()*3 3546/'23 +( 2%5>3/37 /'*594(/37 3^Q4(/3 ( S'+594(/37 Z)*( () ,/ +()(2S3+(0 8(*%>30')83 +(0 2,(5-3 S,8%/3 D )( (/2,(/*5% (/ 0% 35'/% (/ -(G,(=%) 2%/*'+%+()# `%8>'Z/ )( -,(+( +(2'5 G,((0 62'+3 A5'23 )3/ ),)*%/2'%) G,( )( &358%/ -5'/2'-%08(/*( (/ (0 SQ4%+3 % -%5*'5 +( 03) /A20(3) 2(0,0%5() %/'8%0()2383 0% 2%5/( 3 (0 -()2%+37 D G,( )( (0'8'/%/ % *5%?Z) +( 0% 35'/%# $3) ?%035() /358%0() (/ (0 2%)3 +( 0%) S38>5()%+,0*3)7 )( (/2,(/*5%/ (/ (0 '/*(5?%03 () +( C#W % Y#E 84j+0#

$3) )'4,'(/*() +%*3) 5(-5()(/*%/ 03) /'?(0() +( 62'+3 A5'23 +( ;W -%2'(/*() ?%53/() %+,0*3)R@#Y e#; C#k "#< *(/(83) %0 0Q8'*( ),-(5'357 () +(2'5 "#< g "#; n ;#@7 ()*(/A8(53 () (0 0Q8'*( ),-(5'35 +(0 -5'8(5 '/*(5?%03# \%5% 4%5%/*'1%5 0% 23/*'/,'+%+ +( 0% ?%5'%>0(7 )( 5(2,55( % 03)'/*(5?%03) )(8'2(55%+3) -35 0% '1G,'(5+% 03) 2,%0() )( 5(-5()(/*%/ 23/ 03) )Q8>303) v $'7 $): (0 2352S(*( 3-%5Z/*()') 5(2*%/4,0%5 '8-0'2% G,( (0 (^*5(83 '/&(5'35 )( '/20,D( (/ (0 '/*(5?%03 3 G,( &358% -%5*( +( Z0 D )' ,/3 386) +%*3) 23'/2'+(/ 23/ Z07 23/*%>'0'1%56/ -%5% ()*( '/*(5?%03# M0 -%5Z/*()') '8-0'2% 0% (^20,)'9/ +(0 (^*5(83),-(5'35 +(0 '/*(5?%037 D )' ,/3 3 86) +%*3) 23'/2'+(/ 23/ Z07 /3 )( 23/*%>'0'1%/ (/ ()*( '/*(5?%037 -(53 )' (/ ),'/*(5?%03 ),2()35#

M0 A0*'83 '/*(5?%03 +(>( )(5 2(55%+3 -35 %8>3) 0%+3)7 -,()*3 G,( D% /3 (^')*(/ 86) '/*(5?%03) D -%5% (?'*%5 G,(,/ ?%035 (^*5(83 G,(+( &,(5% +( 0% 23/*%>'0'1%2'9/#

.S35% )( 23/)*5,D(/ 0%) +')*5'>,2'3/() +( &5(2,(/2'%)R

]/*(5?%03) +( 20%)(]/*(5?%03) +( 20%)(]/*(5?%03) +( 20%)(]/*(5?%03) +( 20%)( &&&&%%%% &&&&5555 &&&&%2%2%2%2 &&&&5%25%25%25%2 88882222v"#


63/144

ON'2.51" 6

U#(9"V( 9& ?8# )# )&9"3"6(;

M0 x/+'2( +( O%)% J35-35%0 V]OJ:7777 () ,/3 +( 03) 25'*(5'3) 86) '8-35*%/*() -%5% 23/32(5 (0 ()*%+3

/,*5'2'3/%0 +( 0%) -(5)3/%)7 23/)'+(5%/+3 *5() &%2*35() (0(8(/*%0()R (0 -()3 %2*,%07 0% ()*%*,5% D (0)(^3 +( 0% -(5)3/%# M)*( '/+'2%+35 () ,/% 5(&(5(/2'% 8,D '8-35*%/*( -%5% +(*(58'/%5 (0 -()3&Q)'23 D 23/ >%)( % (0037 *38%5 0%) 8(+'+%) -(5*'/(/*() -%5% %02%/1%5 ,/ /'?(0 )%0,+%>0(# \%5%2%02,0%5 (0 Q/+'2( +( 8%)% 235-35%0 () /(2()%5'3 5(%0'1%5 ,/% )(/2'00% 3-(5%2'9/R

H( +'?'+( (0 -()3 (^-5()%+3 (/ u'0345%83) (/*5( (0 2,%+5%+3 +( 0% ()*%*,5% (^-5()%+% (/ 8(*53)R

;::8V()*%*,5%V

:u4V-()3]OJ = I[,Z *'-3 +( ?%5'%>0( () (0 ]OJK LLLLLLLLLLLLLLLLLLLLLL

M0 '/*(5?%03 +( ?%035() 5(238(/+%>0() () +( "Y % ;E Vu4j8;:####

U(*(58'/% *, ]OJ %-53^'8%+3 D %45(4% %0 /A8(53 ,/ ),>Q/+'2( O (/ 2%)3 +( G,( )(%) 8,B(5 3 ,/% l )' (5()

S38>5( D -53-352'3/% 0% '/&358%2'9/ % *, B'%4')'&(,&(' *' @C+0%## J%+% "#.,-#4,*#4 *' 'C+0%# %/3*( (/ (0-'/*%559/ 3 -'1%559/ 0%) 3>)(5?%2'3/() 3>*(/'+%) -35 *3+3) 03) '/*(45%/*() +( ), (G,'-3#

M)25'>( *3+3) 03) +%*3) 3>*(/'+3) -35 (0 45,-3 (/ 0% )'4,'(/*( *%>0%#

]OJ 45,-%0#]OJ 45,-%0#]OJ 45,-%0#]OJ 45,-%0#M[T]\fM[T]\fM[T]\fM[T]\f

"""" ;;;; CCCC


64/144

OO !"#$%&'" ) %"*%"#"+,- !-,.# !" /.%0- ,-'12-% ) 3%4/&$-

M?%0,%2'9/M?%0,%2'9/M?%0,%2'9/M?%0,%2'9/.2*'?'+%+R ; \53+,2*3R X(),8(/ +( +%*3)# \,/*%B(R

H%>(5()H%>(5()H%>(5()H%>(5()J3/2(-*,%0J3/2(-*,%0J3/2(-*,%0J3/2(-*,%0 \532(+'8(/*%0\532(+'8(/*%0\532(+'8(/*%0\532(+'8(/*%0 .2*'*,+'/%0.2*'*,+'/%0.2*'*,+'/%0.2*'*,+'/%0

X(4')*5% 03) +%*3) 3>*(/'+3) (/+')*5'>,2'3/() +( &5(2,(/2'%)#

M0%>35% +')*5'>,2'3/() +(&5(2,(/2'% D 23/20,D( %0 5()-(2*3#

.*'(/+( 0%) '/)*5,22'3/() 23/'/*(5Z) D *5%>%B% (/ (G,'-3 +(8%/(5% -53-3)'*'?% D230%>35%*'?%#

J3(?%0,%2'9/J OJ _J J%0'&'2%2'9/ 3*354%+% -35 (0

+32(/*(

(: `%>0% +( 0%) +'&(5(/*() +')*5'>,2'3/() +( &5(2,(/2'%)R

&: I[,Z '/&358%2'9/ '8-35*%/*( -,(+() 238(/*%5 23/ 5()-(2*3 % 0% +')*5'>,2'9/ %/*(5'35K LLLLLLLLLLLLLLLLLLL


4: J3/)*5,D( 0% +')*5'>,2'9/ +( &5(2,(/2'%) -35 4Z/(53 D 238-%5% 5(),0*%+3)#

S: \3)*(5'358(/*( 5(%0'1% ,/ %/60')') 238-%5%*'?3 +( %8>%) +')*5'>,2'3/()7 I[,Z '/&358%2'9/ )3>5()%0'(/*(

-,(+() 238(/*%5K LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL


': J38-%5% *,) 5(),0*%+3) 23/ %04,/3) 238-%=(53) +(0 45,-37 %/%0'2(/7 5(&0(^'3/(/ D 23/20,D%/#

>36"I",(,- / K3&+6"+8(3"L+M


65/144

OP'2.51" 6

Y")6&*1($() 5 %&9C*&+&) ,# 71#38#+3"();

T/ D0)(#84,$, () ,/% 5(-5()(/*%2'9/ 456&'2% +( ,/% +')*5'>,2'9/ +( &5(2,(/2'%)7 ,*'0'1%/+3 >%55%) -%5% (^S'>'5 0&5(2,(/2'%) 3 &5(2,(/2'%) 5(0%*'?%) +( 32,55(/2'% +( 2%+% ?%035 3 45,-3 +( ?%035() (/ ,/ 23/B,/*3 +( +%*3)#T/ S')*345%8% () ,*'0'1%+3 -%5%R

": X(),8'5 ,/ 23/B,/*3 +( +%*3) -%5% ,/% )(/2'00% 238-5(/)'9/ ?'),%0 +( ),) 2%5%2*(5Q)*'2%) 4(/(5%0()7 *%0()2383 ?%035() *Q-'23)7 (^*(/)'9/ 3 ?%5'%2'9/ D &358%#;: H,4(5'5 83+(03) +( -53>%>'0'+%+ 3 *5%/)&358%2'3/() -%5% ),>)(2,(/*() %/60')')#C: U(*(2*%5 ,/ 238-35*%8'(/*3 '/()-(5%+3 3 ?%035() '/,),%0() (/ 03) +%*3)#

T/ S')*345%8% () ,/% A*'0 S(55%8'(/*% +( +'%4/9)*'23 -%5% +(*(2*%5 ?%035() -(5'&Z5'23)7 &358%) %*Q-'2%) (/ S')*345%8% % 8(/,+3 -53?((/ '8-35*%/*() -')*%) S%2'% 0% /%*,5%0(1% +(0 )')*(8% 3 -532()3 G,( 4(/(5% 03) +%*3)#

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

MB(8-03R$% )'4,'(/*( *%>0% 8,()*5%7 +( &358% 5(),8'+% 03) 83/*3) +( 2,(/*%) -35 23>5%5 +( EE 20'(/*() +( ,/% (8-5()238(52'%0 (/ &(>5(53 +( ;W""

O3/*3 +( 2,(/*%) -35 23>5%5O3/*3 +( 2,(/*%) -35 23>5%5O3/*3 +( 2,(/*%) -35 23>5%5O3/*3 +( 2,(/*%) -35 23>5%5VO'0() +( -()3):VO'0() +( -()3):VO'0() +( -()3):VO'0() +( -()3):

_A8(53 +( 20'(/*()_A8(53 +( 20'(/*()_A8(53 +( 20'(/*()_A8(53 +( 20'(/*()d5(2,(/2'% %>)30,*% &d5(2,(/2'% %>)30,*% &d5(2,(/2'% %>)30,*% &d5(2,(/2'% %>)30,*% &

vW#


66/144

OQ !"#$%&'" ) %"*%"#"+,- !-,.# !" /.%0- ,-'12-% ) 3%4/&$-

\30Q43/3 +( &5(2,(/2'%)R () ,/ 456&'23 +( 0Q/(%) (/ (0 2,%0 (0 (B( S35'13/*%0 5(-5()(/*% 03)

Documents

EBOOK. ESTADÍSTICA Y PROBABILIDAD I