!
"
!
#$ %& ' ( ) (*+ ,& )+-& ∗
∗∗
" #$
. % '/0 1 2+ 0 32 )
4 / 5% 2 6+
' 70'3 8 9,':2
;< =& ) 2+( >? )
@%A #% 2 /2 #: B C &* DE'$&
2 ' 2 0 6 F
G? H ' I 2 ==,& 20J K+&*0( +H
I L M ( + 2
N O P & 20> 20'3 I ( 2 IQ & R + 2 0S( # 'L 2 LT ) 2+( L>? #LE B # EB )
+ ( F U =, I 2 V+
W E,
#& * R 2 X Y & I 2
0J I 2 2 ? )+ 2 2
0LQO 0L<
' Z ) 2+( >? R / 7#E 9, )
2 2 0&
F ' 2 I 2 ( 0Y ?
W E, 0( >PT 0 [\
W B
#& ) 2+( >? 5% 2 # &* 0R 2 0
F U =, I 2 ) 2+( >? 5% 2
20- K ]% 2
!
) 2+( >? . H2 ^ + 2 16 . ?
! )
&
W E, +P'>
Y0/
.+L& 2 K O' 2 ( U =, )
2 )+P&
I&0 S 2 # &* )
& *
#&
+F '/
.0L'PR N LH R 2 * 2 #R ? U =, )
7# M N20[2 2
)+P&
# &* ) 0 [\ >PT R Y0/ I 2 2 ?
)
@-&
WL B 0(
#L &* 0LR
#& ) T 0( ) 2+( >? 5% 2 216
2+ T #: M_ W( _ #(05 + 2 F
"&
'! (
W B >PT% 2 .+& # &* 0R
)+P&
7# &* ) I&0 S 2
) '* + ,
) 0 32
) %R
K ] T # 2 N` , '/
'L L( aM 0L& )+L ER )
/0?
) 2 K 2 b # 0( >? ) 2+( >?
F 2 /2
R R %&
2 #5 + 2 0& 9,
K ] T G? 9 ) %R GEc2 R K ( # ` , 2 #Ed # EB )+ ER )
'/
) (
2 ' X _
F P&2 PA . , I 2 G? H #30( #'? R 2 K ( K 0'>6 2
+L +=' & 20LJ
R
% ER
@ 2 2 T & ) 2 R
e ( 2 0&
f ( >?
+L 2 L Q? W B ) g ) 2+
20- K ]% 2 0 +& K+Q% 2 ) 2+( >? K 06 ' 2∗
20- K ]% 2 ) 2+( >? + 2 # P R ) 5% 2 ∗∗
: =& / h ij
k i k : =& C0 1 h
"
k k
1.
"j K+P * )
% ER ( 2 3 ) T Z K 6+
2 +P 2 3 + +T ) 8 R
. '> 0(
li l
F
. ? ) %R
7
( N` , I 2 2 m +
\ '/0 1 0 [ + 2
* L #Ed # EB K ] T L
( '/ #_0 ^ >,& N H L 2
F L * L/2 R L%& L @-L 2 L/2 N2 2 L& L(
/0%
& T ) 2+( >? #E B # EB ) )
WL> L * R+ T2 & 0 I 2 ( 2 3 2 2+( >?
2 2+( >? + +T
#& W Q% 2 * GEc2 R +P
P &
)
?8H G>R
#E B # EB )
#EM_ W> ( n ` R
#& W Q% 2 0& 2 * GEc2 +P
O
# o+ 2 ^ >,&
L 2 20/ N = =, .2p I 2 ( h ) ' 2
# n L5 2 K+L
#L& LR L 2
* 2 2 L 2 LPB L( L
e ) ( N = =, ) 2+( >? #' >PT 0R
f 0R F L IL 2 n 5 2 2 V+
hL I'/ L L ) L
0 )20( G P&
W q ) 2
# 0( >? ) 2+( >? # EB r? M& )0 6 2 0& I ( *
K ]% 2 R
#& s + O
# P &
o 2 T 2 ': (
t i F 2 0L& L I ( *
&2 2 )20( n ` # &* 2 u ,: ( )
7#E Q N8 9, ;< =& W 9, '
) LO ) 2+( L>?
#
: =& 2+ o 2 T K+ B : /
n2+R #% # EB )
Z 2 0&
o 2 0'% (
&2
P : R
" j
j 7 v
@ 0
t 2 R liii
"
@ mP 0R v
w 2 R lii lij F
) ( #% 0Y ? U =,
( ) 2+( >? #' >PT 0R . M
O W E, N
#: '?2 )
W B 2 ) 2+( >? ) 5% 2 20'3 20> # &* 0R F
L Lx? I L( R 2 0Rq
/0? 2 0&
' ( aM 0& )
* 2 &2 2 T ^ >,& # O ) 2+( >? ) )20L( LR LT
N O I 2 T W ` I'/
0'L% ( LR 2 # B8<2 (
*
L 0LY ? . L? L
^
+P'>
F W B N O ( a=/ 2 3 T 0Y ?
#& V y & sPT I ( # &* 0R 2
F
7. ? ) %R R 20 2
' W 9, 2
( ) 2+( >? )
#' >PT '3 0 d . M
'/0 1 K ]% 2 6+
2 K+ # ` , A F
#& T & ) &* ( T ( 2
/ LR . L,
z(
# EB + 0Y ? . ?
b N20 d (
#& +,& # P R # 2 R #E 9, ;< =& K 2 F
2.
3. !
4." # "
5. $ % & " & " & ' " '
6. ( ' )
y(2
>PT ) W B
) 2+( >? 5% 2 # &* 0R
"t
- . /
%0
1 2 3 ! ! 4, ) 56 !
7
' 89: 4 )
" ; (
!
3 !
4
<
4
<
'/0 1
. 6+
"
! w t
wj t
lw w j
wt
. 5% 2
"
! w t" i
"iw t
ij""
t tw
2 . ]'3 &*
w
! t t
j tl
"jj jt
. +T R <
#L& L%
#E L9, . L +L
"
! w GL 0 L(
t wt LH +
'/0 1 K ]% 2 6+
70 c #L': #: LB C L&* N > p&
#L P R # 2 LR ;Ly=& #L':
#& W Q% 20'3 2 ) 2+( >?
K 2 + 2 F . I IL 2 ) 2+( >? 5% 2 0{R2 ? 20'3
K ( ;y=&
+ 2 F*
@ 2 I ( I PA 2 R ;y=& ]'3 &*
#E L9, . L #
w
! t
' 2 '32 2 0{R2 + 2
F . ? I 2 ( . +T R <
l 2 K+ %& W( _
#L P R ;< =&
+ 2 2 0& ( M> )0' R x? #99$ )0'R + 2 F
#L& 0L&2 I 2 L GML +L 2
LR
K+P * ) 2+PA ] +P & 20 2
%R 0 IM 2
lii l 2+L 2 0L& L( ML> L
) xB2 2 )0' R g
G? H # EB +P W Q% 2 # 0( >? ) 2+( >? 0J
F
- .
=
%0
1 2 88>: 5! 3 ! 4, ) 56 !
?
' 89: 4 )
" ; (
3 !
88>: 5!
4
<
4
<
'/0 1
. 6+
"
! w it
l l w
li i
. 5% 2
"
! w t"j
lj t lj
ll
"
2 . ]'3 &*
w
! t li
wi j
lt
|2 2 n _ 2 R +P'> * I M& Z . 2+T K+
LPR2 L( #L% 206 20L'3 I L( +L
P &
&2 2 ) )
' #: B N8 9,
2 T ) 2+( >? ) F
I 2 2
#L& 0LJ L( ) 0Y LR +L
# B8<2 Z ( } 'R 2 Z . 2+T ~ +P& &*
e
#E 9, . 20 2 #: B C &* &*
"
! w f K 06
& N B8<2 ) P/ ) &* ) p
>
)
& 0(
#: B C &* )
! K &0-&
"
2 K+ ~20$' 2 F
'/0 1 } >'?2 n+B +P & #9 = )2 2 R1& ;MP& 2 & #30(
2 2 * K ]% 2 6+
F
* 2
#& 0J ( R T ( +
W& R N B8<2 I'/06 20_ ^ ( • MP' 2 0
W B
#: B C &* R %& € 93 K+&*
D x -P + 2 $
#& = QE( +
#& Q 2 n _ 2 I ( U =, I 2
8 F
.* #
;MP&
# B8<2 Z ( } 'R e
#E 9, . 20 2 #: B C &* &*
"
! w f K 06
> p& N B8<2 ) P/ ) &* ) )
& 0(
#: B C &* )
! K &0-&
"
"w
= =,
# ) ( n 5 2 20 2 ) 2+( >? #' >PT 0R F
= =, I 2 m ' N
W_2+?
L Z 2
R # >R ( '
) 2 ) 2+( >?
)20(
#& } $' 2 W 9, R
Z R +PP
#&
+PR K+P * ) 9, ) R #E
#( 2 0'-( 2 3 +PPR
( #: B C &* 7. g>& 7;T20& ( 0] ) 2 L/0? #L EB ;L&2 T K
)2
b ) P( N20 d #( 2 ( 0R + 2 3 Z R ) 2+( >?
2 2+( >? #' >PT '3 K 2 L 0( >?
N20 d #30( n 5 2 n : N H + 2 0S(
F PR ( K 0'L>6 x? W : ) 2+( L>? 2 0L& )
=/ & G>R
* 7 2 20/ #E B # EB ) 2 ' 2 T #=E I 2
2 L( W L9, R K L
P & U/ & R 0&2 Z 0'% ( # 0( >? ) 2+( >? ( aM 0& )
e 2 0&
f 2 e fF L( PR2
b + N20 d • 2 0LY ? UL =, ) 2+( L>? 5L% 2 #L>PT '3 L # 2 . ? I B #5
( ( 2 #=E I 2 2 +H 21]( & * )
F(
v H83 N H ( 0Y ? U =,
: y&
) WL B 0LR
#& ' I 2 5% 2 # &*
L 5L% 2 L>PT * R + h .2p I 2 ( 2 0
\ 0L( )0 [
B W /0% * # &* 0R K =: ( )
#& R )2 2 +P ( ' 2 +P 2
o
0Y ? . ?
/0? @-
) ( ) 2+( >?
K 2+L 2 L( #L 0( >? K )
L * R L%&
: /
^ >,& ) 2+( >? ( aM 0& # EB )
>
F '&
\
&* O ) U _ ) 2+( L>? R # 2
R0
&
L( * L( P'L 2 L( 2 '( > +P: d%& R ( DE'$& ) L : y&
)
32 0 ) 2+( >? N &+3 n 5 2 @-
&2 . +LT LR L<
#L& L%
+L 0L( ‚: L(
k t H 0( >? + ƒ ?8yH2
# 2 2+( >?
! )q ;LT20& 2 LR # >R n L5 2 L5& „8LH
>?
# 0(
) 2+( >? N &+3 n 5 2 a=/
+ 2 0&
k j
* +H +P'>
F2
* T R 7GLEc2
20/2 s 2 n 2 N8 9,
# ]% 2 2
2 ( R
#&
+
#&
2 O6
~ & R x?
. ?
H0B )
# EB ) 2+( >?
2 P ( 0 E_
2 ( R 2 K+%
2 F N LO LT I 20( P(
P & 2 0& I ( ? / /0? Wc %& x? )
L T W( _ )+? ) 2+( >? ( aM 0& 7)2
2 F
@ T I 2 T
( K2 2 ; & n ` N B8<2 M ^
: y&
) IL 2 LT 7#L 20A
N O
#& 0Y ? U =, F
y(2
>PT ) W B
) 2+( >? 5% 2 # &* 0R
""
- .
@
%0 AB C
/D 3
E
" ; (
C AB
3 4
<
) 20O 2 8c jj
w k t
n2+$' 2 8c
# 0( >? &
lt j
k
"
xB N > p& 8c j
k
8c 0 c li
jjl t
k j
xB N > p&
lt t
l k j
; T
"t t
k j
&2 2
$(
U =, N ( 2
# = =, 0( ) 0&
2 @ 2 3 ) ( R
) 2+( L>? #' >PT 0R
K+ n 5 2 + 2 F sS Y0/
( U =, ) + + 2 3
#{,(
K L(
) 2 2 UL =, C L|
#L&
L F
>_
)+ ( ) G 0 ( '/
)
#(05 m ' U =, +,&
) I 2
#& I M +F
F G
.
= =, 0 32 )
# L 2 K+L n 5 2 %R #: B C &* R %& € 93 T W( _ F
K ] T N20 d W E, # 0(
# ]% 2 #Ed )
K 2 #E T w
LY0B . # 0(
…9$'& R ) 0 ) Y = K2 $' 20/
0(
C L&* )20L( #B L 'T2 ) LY = @- #
#: B )0MR2 #= =?
j : y&
) W B #= My 0L> 0L'3 5% 2 # &* 0R
-E:2+LMB
t
# ]% 2 #Ed N8Q%& # 0(
2 )0 2 T
"
L& 0( ) ( # 0(
2 L
N O € 93 #
#'3 P ) 20> 20'3
)+ H j L : y&
)
#E L9, # * LR
20'3 #E 9, /0%
@ 0R
#P>,& K 2 t
I 2 2 +P'>
F
'/
N = =, I 2 )
#& % +
R T ( 2 /2
#: B C &* @- )0LMR2 #L= =?
j w N O T 2 R R * /0L% C &* #' >PT )
L #EdL ) L
\
#L& 0 [ +L 0 1
K2 $' 20/
t F
==,& #30(
R + +=' &
2+=/
#' > PT . v
C0] 5P
'3
n J a3 #_ =? )
#%&
& 0(
)
%R
L R # & 2 %
)
#/ LR ) L- N LH
;MP&
2+( >? & T #' 0'P 2 K ]
# % ( 20 2 # 2
+++
"
_ ( 0 ] ( + 2 3 #_ ( 3 N
K2 $' 20/
wi F I 2 0( K 8B ==,& 0]
L( LT (
0J ) N O L 0J 2 0L& #Q † : ( ) )
C L n LQ&
L & ) L L 0J l
)
M R FFF
#E T K 2 w
"
#E T v
@ K 2 2 R
"
tt LT L T (
#L 20A
N O
#& #' >PT ) + 2 0
F +P & # = =, 2 '( + +PA0 e
: y&
) WL B #= My
#L EB 0LR
0> 0'3 5% 2 t
20 2 K ]% 2 f
-E:2+MB t
aM 0L& L IL 2 X LY & L( 2
> 2
#& &2 O6 2 R 0L( L>PT 0 [\L € L93 PR WL B
* 0LR 7#L &
5L% 2
) 2+( >?
' 0 ) )0] € 3 2 K+% n 5 2 #= =,
#: ?
K+LB L%R 0] R
)
) >(
2
' € 93 @ 206
) L/0? € L93 @L ) 2+( >?
) ) 2+( L>?
# 0( >?
'32 0 U =, : y& ( + 2
F 0& ( $( I 2 W : I (
#T 3 N = =,
@ 2 3
32 0 F aM 0& N = =, + +P 2 3 0& @ >= #EH2 K 06 (
F K 06 I 2 2 +P MB
N L= =,
W B ( aM 0&
W B ( aM 0& N = =, # P R ;y=& 5% 2 # &* 0R
# EB 0R
!
# &*
=, #E Q N8 9, ;< =& ) 2+( >? 5% 2
# EB Y ( aM 0& N = ) R #%
2 xB ) g K ]% 2 R # EB
#: B C &* N > p&
(
#& ) 2+( >? s + + 2 0
F
'/ m '
•N = =, ) aM 0&
W B ( N LO'& ) 2+( L>? 5% 2 # &* 0R
# L6 L(
0] +Q
‡_ P'&
+P'>
F
@ 0 20/
j 2 R
"
#&2 2 QP t t
tw IL 2 L(
' ( aM 0& ^ 20'3 #( >'R2 N20 R + + 5 ' )
L 2 20L> 2 0'-( ) 2+( >?
F2
0] )
wˆ : j"
#& % R / )+ 2 (
W B 2 'L 20L> 0LR )
2 20'3 2 0'-( #R+ 2 ) 2+( >?
F ( m '
"
aL=/ 20L'3 LR ( * 2 #R ?
@'> & ) 2+( >? +P & ' I 2 ^ 2 #30(
7# B8<2 ) ) 2+( >?
WL B 20> 2 0'-(
K 0R + 2 F
> ( %& #%
t
# &+=& ^ R 2 % )
) 2+( >?
11.)
12.*,
13.#
14.- % " .
15. & ( / '
16.$ (
17. ) * -
18.
y(2
>PT ) W B
) 2+( >? 5% 2 # &* 0R
"
+( >? . H2 +P &
20> ) 2 W B 20'3 ( M>
'L 2 )0L'-( #L &* 0R +L 2
F s LT WL>
liil t
+ 2 %
R ( a '& <
R 0> 5% 2 ( M> 0'3 5% 2
#
#,yL 2 0L
+ 2 0 +& #' PH ) 2+( >? r? M&
F
li ': ( tl
( WL E, WL B 20L'3 #L &* 0LR
W B )2 2 20'3 ( M> 5% 2 20> R + 5 ' I 2 ( 20>
0R ) K ( 0'-(
+L 2 F L( 0L'-( 2
W B 2 20> 0R 2 ' 30(
N ?
* ) '/
#&
+L 2 F 2 0LJ 2 'R L%& 20L>
# . L / 0L
0( + 2 ^8R 20'3 V83
?2 2 3 N20J
#& ( 0 +LPPR F PLR PLR2 20L> L( 0L6
) * W( =& + 2
@
* ( '/
#& Z R R +PR
# : L( #L G: y& 2 0'-(
y
;M WL B 0LR
+PL ( ' 2 )0'-( # &*
F L - . 'L> 0( 8 LR l l
L(
WL E, 5L% 2 N20L
) 2+( >? #' PH ) 2+( >? ^ ) 2+( >?
I ( R + + 5 ' I 2 ( '/0% ) 2+( >? &
O 0> 0'3 5% 2 N20
# P &
2+ T 2 F
C2 D R
" ll
l"
N20L[2 .0L'PR ( R
K ] 2 3 2
5% 2 #& B # &* )+P&
5 ' ( +P'32 0
• ( %& )2 . '> 0( 8 R
+P'/
F ( + I 2 6 6 m '
#&
+ 2 2 # N O'& ) W E,
C DLE'$& U =, )
7 ] GEc2
&
==, + ( F
( ==,& 2 # 06 : y&
) W B ) 2+( >? 5% 2 #% # &* 0R '32 0
+L 2 LR
#E Q N8 9, ;< =&
20'R + 2 # P R d%&
+P'> W 9, ( . F
5 L' L LP & I 2
#
( 6 6
# R 2 K+&*
( 2
* I ( #'?2 y(2
0R 20_0( #=yP& )2 F
L : 2 N L= =,
: / n 5 2 2 0& 0( I'/06 =M 2 #R ? P & I 2
( #% # EB )
F . {& )20(
L&2
P : R
" l
ll ( 5P L( . dL%& ) 2+( L>? +L 2 #L P R ;Ly=& R # 2 0&
( 2 0& ( > =& #% [* N` =& 2+ R + 2 % + ( W 9, 6
)2 P &
0'L% ( 2
2 F
@ mP 0R
lj 2 R lii liw / n 5 2 @- 2 /2 P : R &2 +P
: )
# EB
2 ) 2+( >? ( aM 0& #%
\ + 0R + F . ? I 2 ( '/
* ) 2 % R
@ PA - 2 0&
#
19. & -
20. !
21.
00 ! "
01 " # "
02 ( ' )
i : / n 5 2 0'% ( ( aM 0& #% # EB )
' ) + 2 ) 2+( >?
F
I R )0] N = =,
+ + n 5 2 &
0>&0( : liit lt
t v
@ 0
lw 2 LR liii l
• v
l"0L 2 j ljl L
( R ( * 2 #R ? a '& <
K+ 0%'P& #% [* N` =& 2 0&
) + 2 ( M> )0'% ( F
W B I M& R # = =, 0( 2 @ 2 3 ) 0& $( I 2 ) -' 2
#L &* #% # EB 0R
) 2+( >? +&
K ]% 2
#: B C &* N > p&
+P'>
F 0(
K L? V8L3 )
K+L 0Rq IL 2
K ? P &
) N O T L( L&2 2 LR 2 T ==,& I ( )0'% ( 0J ‰20' 2 #' >PT )
'/ N20J 0&
* 2 #30( )
#&
@ 2 0 F
l 6 lw
2 %
aL=/ LR l
LH 2 +
R # LT )2 2 +L 2 . d' 2 s + ( #: B C &* N > p& 0] K ]% 2
) L ) L% 2
) ' 2 j
2 +H
* T )2 2 ) K ( )0] (0& ) ' 2 + 2
F
#& rB ( I 2+ I 2
+P'> ` ( # EB N T )2 2 ) 2+( >? R #
=&
+L 0( 0LJ L( ‰+L 2 L>( 2 0& ( >
F
( %& #%
l0P'/
w L L( 'L 2 ) 2+( >? R # 2 0& 2+ R + 5 ' I 2 (
#&
+ K 2 2+ 0(20(
F
#(05 + 2 R
)0M>E #O: R w i
tw
; T ) * +L 0R
Z R ( * 2 #R ? K ]% 2 #: B C &* R20& n
* R #
#& s + ) 2+( >?
+L_ /
xB 60 g
+P'> ^ +& # EB l
* +H + 2 ^ +& Z 0{R2+?
F
@R x? )20( #OE'$& W `
H0B Š
) L 2 K+L 0Rq ) 2+( >? s + F
2 #L30(
==,&
‡ M T
#& X Y & I 2 W& B 2 #' >PT ) +LP 2
F . L{& )20L(
v 0L 2 • j lj
@ P : R
l 2 R l "
0 0P : i
( a L,& R # W E,
L( #L EB ) L
#& s + P & #>PT ‡ M T 2 R + + 5 ' I 2 ( + 2 0
) L /0 &
; L
#& m + 0(
F I 2 ( + +=' & I 2 5% 2 ( K %& s + ( )0'% ( N B 2 0& ( > =& R
25.+ . + (
03 $ % & " & " & ' " '
04 #' )
05 6
07 # 8
19 : )
1; #' )
10 % #
11 $ )
y(2
>PT ) W B
) 2+( >? 5% 2 # &* 0R
K 06 R N >ET R0
#& # &* )
#L& / )0' R #M> ) 2 & ‹ =? + 2 0 0 L>& +LPPR
#& )0' R B0 ( 2 /0%
+P F
@ n 206
j 2 R t
"
( /0% 0( @R ? + W E,
2 0&
xB g
# EB R ( R + + 5 ' I 2 ( + 2 . d' 2 ) 2+( >? s + ( EB
LT LŒT
7
a ,& 2 ` 0&
$ _ ( 2 0& ( > =& # ]% 2 )
#( 2 )0'% ( )0 6
#L&
+F
& 2 ) 2 & * R + 0R K+ %
T ( N B L 2 € 9'32 L( K L%& s +L L( )0'L% (
' R N >ET . / R0 5% 2
K 06
# &* ) W B
0R K+L #( L 2 D Y
( F : y&
ŠP E 0 /
t t
IL 2 R ( * 2 #R ? P & I
‡ L M L 6 L
a ,&
( # EB # &* ) 70 c N H
w#
#& . B2 F
2 )0] K 06 206
T ( I 2 I 2 T R
N O 6
#& 2 + 0 1 +L +=' & . ? I B
# >PT W& B R N O I PA 5 2 + 2
+ ( 2160[2 # F
IML 2 . L{& )20(
"
lii t +L=' &
2 R
‡ M )
@R x? #EH2 W& B #>PT H0B ^ >,& Š
) ) 2+( L>? s +
>
F 2 0J ( v
# 2 2 # R 2+ 0&2 2 K+ GM R #E& B I 0 xB
g
#L EB K 0L6
( . d%& ) 2+( >?
+P ( # EB )` ( N T )2 2 * 2 # R 2+ +P ( R LR L 2 IL 2
K W 9, ( ' 16 )
K 2 % # R W ) 2+( >? #: B C &* ) + 2
F 0 L
@ 2 R liii l i 2 & ‹ =? 0J 2 R + + 5 ' I 2 ( ) xB2 I (
Lg
#L EB
N O ) 2+( >? +&
>PT W& B ( R 2 T #-T W( _ ) L( LQE(
LA #E&2 LB
=( (05 )
2 } >' 2 W( _ K+ 0%'P& #% [* N` =& 2+ ) R F
B C H )9: (
* ( T (
$( A
+ |2 2 #EM_
#&
WL B I ( 20 2 R 2 J' 2 2
#L &* 0LR
N O 0> 0'3 5% 2 ( ' 2 T #
+F G 0 I +(
Y0/
) UL =, #EH2 IL 2
L 6 L (
#&
e
>PT
\ W B 0( #' 2 ( 0 [ 2 ) 2+( >? 5% 2 # &* 0R
fF
34.( # $ ) < * : '
35.- % !
36.= #
37.* #
38. $ % & " & " & ' " '
l : y&
) 2 C &* N ( 2 P & # &* # P
)2 Y0/ ( Y0/ I 2 Z QO )20( G P&
)
#& @ 20/ 62+T
* F 2 C &* N ( 2
&* # P
# 2 L #L _2 '3 L L&
)+LP&
) L
r,( * )2 T2 # &*
2 K+ n 5 2 # 2 20/ N : y&
F I 2 WH ?
#& 2 G: _ 2
=M< )0Q/ G'Q&
0R )+P(
F 2 T ( +=' & G Q& I 2 2 #Q )+P&
0] +LQ 2 W='L>& € L3 )
2 F 0O: 6
"
2 #Q 0J I 2 2 2+/0<
2 I 2 2 )+P&
#& D 0 6 +LPR
e LB 5&
2 )2
0( ‚: ( ti C ( N B8<2 DE'$& X2 2 C 2 0 W E, )20( ;(
WQ DE'$& ) fF
G? H #30( W( =&
Z R ++=' & 20J
‰0'%& # 2 #E& B 2
2 # &* #& B )+P&
WQ
#&
+F I&0 S 2 ij ji
2 #B+&
Z R 2 ( 2 WQ #R0'%& # 2 W& B )+LP&
) L
# &*
) 2 W 3 20/2
*
#& B C 2
#T W& B j
#&jl
+&
D R C2
"
l F
#& ;_2 W B 2 #%$( 2 d 2 )+LH L> 2 #& L B W& B Z 2 0[\'& 2 # &* 0R
N20L
W B •y 2 L ( 2 > * • Y ( _ #& B C W& B R # &* 0R 7#L &* € L3 )+LP&
^ 5% 2
' Z ) 0R G>'P& # ]% 2 )
F
0Y ? U =, .+& 2
WL B 5PL )20L( I&0 SL 2 @ LO& L 5L% 2 #L &* 0LR
K O' 2 ) 2+( >?
#&
@ PR F2 I&0 S ( W B 5P )20 -P% 2 W q .+& # &* 0R
K 0R 2
- . / 0%
SCOREi,j = a0 + a1gi + a2Si,j + Errori,j
#& D 0 0 „0 ( 0 d'& * R +
Score
% K+P ) W B 0/ 0R
^ n2i
n2j 2 F
:gi
2 0/ # &* #& B )+P&
n2i 2 F 2 ^ n I ( )0 6 ‰0'%& W& Bg F
Si,j
2 0/ # &* € 3 )+P&
^ n2i
#& % 2 n2j +F
a0
a1
a2
+P'> #: & N (0& W_2+? 06 2 WH ? G 20Y F
Errori,j
*0( 2 # #/ 9 ) y3 06
2 F
39.(
40.
41.(
42.(
y(2
>PT ) W B
) 2+( >? 5% 2 # &* 0R
Y0/ PR2 • Y I 2 ( )
WQ Y0/ ( 2 U =, #EH2
#& 5 0 )
@ PR
Y0/
) Z e
#'?
2 .0'PR N H )+P&
>PT 5% 2 #& B # &* )
\ 0 [ )
W B 0( 2 ( 2 + 2 3 # &* 0R
fF
Y0/
) e
#'?
2 .0'PR N H P&
)+
7# &* ) 7#& B
2 L 5% 2
)+LP&
>PT ) 2+( >? ^ * € 3
\ 0 [ ) (
W B 0( 2
2 + 2 3 # &* 0R fF
K+ %& R <
#&
+ PR Y0/
) W +L I&0 S 2 N20J ( T ( U =, #EH2 K+L
L 2
2 )+P&
K+ u ,: * # &* € 3 #& B ) + 2
F I 2 )20(
) R L( 0LR R L'/
n L5 2 )20L(
#& . {& Z „0< ( ‰ 0'-( U =,
@ 2 0 0LJ 2 0L> ) 5L% 2 Z 0'3 ) 5% 2 Z
+P'> >Q # &* } 5 )2 2 R + 0 ](
F PA 5L% 2 IL 2 N20L .+ & N20 A L
K )
# &*
#& + ( >Q O6 2
R
>PT
\ W B 0( )0 [ N20 062 2 ' 2+ # &* 0R
* .+ &
O )2 2
# P &
+P ( 2
#&
2 M> >PT ( 2 N O I 2 2 F
#& 0J ( &2 +L
IL 2
5 ' K )+? )0 6 + ( 2 ] 2
F 0] : ? WLM_ . L{& +LP & 5% 2 * R + 0 ]( 0J 2 )
+P'> # >Q # &* } 5 )2 2
* N20 .+ & # U 8B &2 O 0] +Q ( K )2+'(2
#
2 ^ >,&
F : ? I 2
K 5% 2 I 2 N20 .+ & N20 N O
( >PT 0( K 8B
2 )+P&
K ] 2 # &* ) 2 } >' 2 W( _ * )
F(
0] N MB v
#& J' 2
Z K 2 R
^ „8yH2 ( ) 5% 2 _8B 2 3
^ X Y & ( +P&
K0 #: & ) 5% 2 Z ( M>
) 0'-(
G>R +PR F 2 .0'PR W : I ( )+P&
)20L( # U 8B # &* ) WL E,
WL B
#L &* 0LR
2 ) 0Y 5% 2
F W&2 B I 2 .0'PR
#& GM ( 2 '(
W( _ N H
7
N LO *0L( L( )0 Q 2
W B
# &* 0R R 32 0
2 >PT ( } >' 2 W( _ F
H )9: 2
% '9:
( 0Y ? U =, K ]% 2 ) 2+( >? 5% 2 2 )2 W E,
#& 20- 2 0 F
. L? 5% 2 I 2
' # &+=& ^ 2 #Q + 2 16 )
2 PB ( ) 2+( >?
e ) 2+( >? . H2 f
+ ( F IL 2 5L% 2
W_2+?
K 0R )0S K ]% 2 2 #E 9, . >
( ^ I 2 + 2 16 2 20 + 2 +
W_2+L?
j ) 2+( >? . H2 ^
>? . H2 ) 2+(
l K0 ) +PL ( K 0LR G>R #: M_
F
* I LY L( L
& N20 2 #6 R 3 n0
li K0 +H )
* # -
#& W Q% 2 + ( K+ ;Ey& +
F
) : 2 ) 2 U =,
' 2 R ( K+ W Q% ^8R 5% 2
* )+L?2 2 L
K 2 2
#&
0R 0
8R
^ + ‰0'%& # ;MP&
#& s +F 2+ I 2 2 Z
5L% 2 2 0LO
L( …_ L 2 L( aM 0& N B8<2 W : I ( 2 M c N ,'&2 F
L - GL 0 I +L(
( • (0& N B8<2 N20
l
W E, 5 0O
+F
( N B8<2 I 2 WL E,
K 2 ) R2
20 ) * )
K+QL% 2 LR 5L% 2 N
0 +L& )
) 2+( >? . H2 ^ +& 20- K ]% 2 ]
#& ) 2 ( 2 K+
2 K+&*
F
- H )9: : (
Y0/ I : 2 & * )20(
)
2 * R U =,
#L& .0'PR #& B # &* )+P&
L .+L& 2
+ + 2 3 K O' 2 W q - .
= 0%
SCORE-FE=a1BA+a2GENDER+error
2 .+& I 2 C 20(
)+P&
# .0'PR # &* € 3 ) + L
7n L-O& 0LR # L E B )20L(
2
#& B # &* )+P&
K O' 2 & C ( T ( )
C2 D R
"
. > N20 .+ & 2 )
EM_
5% 2 # ) 2+( >? . H2 ^
l ( R + + 2 3 K O' 2 ) 9'32 N H
K 2 L BA
#&
F .+& ( > =& ;_2
gi
( ) TBA
I 6
Si,j
L 2 K+L V1L?
F
GENDER
)0L d'&
#& &
) 5&
: y& & 5% 2 >PT )20( Z 0OH •y (j
2
* I Y LR
W E, 5 W -> )20(
E T + 5P6 2 )
2 K+ ) 2 3 .+& ( [ F
G 0 I +(
Y0/
)
Y0/ G: _ U =, . 2 W( _ 0 WQ ( ) &* )
( + 2 3W E, H0: a2=0
H1: a2 0
7#(05 & * )20(
Y0/ I &
)
# 06 .+& 2 U =, + + 2 3 K O' 2 0
- .
@ 0%
SCORE-FE=b1BA+b2SMT+b3GENDER+ error
J?8& R <
#&
+ PR .+& ( > =&
.+& I 2
gi
(
BA Si,j
2 5%2 € 3 )+P&
43.# /
y(2
>PT ) W B
) 2+( >? 5% 2 # &* 0R t
& ^ : y&
K0 ( ) ,'&2 5%2
&
n0
(SMT)
) 2+( >? . H2 ^ ) T
K+L I L6
2 F G 0 I +(
Y0/
) Y0/ G: _ U =, n W( _ 0 WQ ( ) &* )
2W E, H0: b3=0 H1: b3 0
5C H )9: (
5C H )9: : (
%
'O6 I 2 2 R 6
@ . L
#L 2 N` L, 0L 32 ) L 'L L( 20L'3 20L6
)
2 K 2 b ) 2+( >?
F )
&
: y&
L( L> #P{'>& 0&2 I 2 2 U =, I 2 2 LR ) L,
X 5&
l
& ) 5% 2 : y&
+?
+H l"
0O 20> 2 w"
0] +H tt 0LO 20L'3 2
#& W Q%
+ 2 F
* 2
7^8R 0 R T
&
: y&
' 2 ) +?2 K 0L6 0 ( '32 0 s + (
( 'R
# +?2
#& 2 K+ s + /06 0J ^8R Z . & 2 ^8R 5% 2 2
F I 20( P(
. +T j K &*
& ) 0 d'& ( • (0& #O H ) : y&
2 2 ^8R Z QO ( U =,
| 2 K+%
F
- . I
%0 J ( K5 L < : !
L < : (
( K5
M N O
! P A Q 9
K0 ) n0
SCORE-FE
tj k t t k
"
li k
j
K0 )
&
n0 k SMT
w li
k l
#EM_ . > N20 .+ &
jw BA
k t lt k w li tw
k j
)20(
& *
7
Y0/
) U =, ( K0 d'&+PA 06 2 s 2 R W E, Z PQ 2 n B <
(jj
<
K O' 2 € 3 K 0R
@ 2 F K+ Ž # s 2 R W E, Z PQ s 2 W E, 2 0
0( K 8B * R 2jt
\ '>(2 0 d'& 0( W='>& ) 0 d'& 0 [
\ Q 0( W='>& ) 0 d'& W( ='& 0 [
#L& '/06 0J 0] + L
F
062 ) 0 d'&
W='>&
0(
0] +Q 0 [\
' 2 +P ( W E, s 2 R N +_
)0'% ( I M
aL(2
#: L '?2
+ 2 3 2 F K O' 2 2 I 2 7 & * ) &*
n E'>&
T
•0/
)
#H 3 L 2 LR +LP MB 2 . L&0
44.%6 <8%
45.%6<8%
w (
; y3 2 30(
(
; ( &
2 Z s 2 ( [ )20(
ER )
„ y ) 0 d'&
W='>&
] s 5'&
( G 20Y ) 0 d'&
#E='>&
R )20(
*0(
0 d'&
'>(2 2 .+&
K+
+ 2 F
)20(
T W E, I 2 N Y 0O&
2
& * n2 sR (
& * X L 5&
N L (0&
'L M 2 K O'L 2jw
#&
F m '
*
&
Y0/
) Z
€ 93 W B 0LR
#L &*
5L% 2
^ . LH2
) 2+( >?
. 2+T t w
|2 2 K+
+ 2 F
<
R . 2+T t w
%
#&
+P 0 d'&
>PT
• Z 2 .+&
K+L W E, )0 [\L
2 ( 2 P &
0(
N20
# - 5% 2 ' 2+
L 2 F L( =&
W 0L .+L&
.+L &
N20L
5% 2 . >
)
#EM_
R 2
* )20(
# E B DL 0
0LR 2 L )+LP&
#& L B
#L &*
K O' 2 K+
( I 0'% ( 0 [\
IQ &
2 0(
W B 0R
# &*
' 2 2 F sL 2 2 L )+LP&
#& L B
# &*
0 d'&
•y N20 ,'&2 . >
I 0 ` ( [\
0 2 0(
W B 0R
# &*
' 2 2 F
- . R
%0
B C S 5
T . -
= 0 U 86
I7 !
V W X C ( E ! '9: T #:
%
sR (M
wl kl t ki
‘ P
' M 2 N (0& ; T )
K 2 • Y W& B 0 d'& a K+
jti wt k i
‘ Z P ) 2 * T
E ! '9: T #:
% Y A Z
A
. > N20 .+ &
5% 2 #EM_ )
" j
k ij iii k i
>PT i j
k
"
""
k i
K 2 • Y
tiK+
l k
"il
#_ ( K+ &
" t
k wl
X 5&
w tl
k itwt
)+ 2 X 5&
W( _ Q 2
? 2 Y0/
) Z T 2+
F I 20( P(
#&
2 O6
W B R 0R
# &*
2
>PT 2 W='>&
F 'M:2
<
R 2 I 2
@ 'O6 IL 2 L5 ' )0L 6
#'_
W( _ . M_
2 R ( .0'PR 2 )+P&
)
# &*
#& B
€ 3 5% 2
@ 2 0S(
F
& * & * X 5&
N (0&
' M 2
a R 2 )2
• Y 0 d'&
K 2
#&
F 47. <"*>-*? ; %@ 0(*6#*"@
48. %
49.(*6#*"
50. *,
51 "
52
y(2
>PT ) W B
) 2+( >? 5% 2 # &* 0R
"
- . [
%0 S 5 B C
. -
@ 0 U 86
R@ !
V W X C ( E ! '9: T #:
%
sR (M
w k w"
k i
‘ P
' M 2 N (0& ; T )
K 2 • Y W& B 0 d'& a K+
itw w ki
‘ ) 2 * T P
E ! '9: T #:
Y A Z % A
. > N20 .+ &
5% 2 #EM_ ) k
jtw i t
k i
& ,'&2 5% 2 K0
tjn0 l
k
"
ijl k i
>PT k
l w
k i
K 2 • Y K+
t k l t
!!!!!
#_ ( K+ &
"
""
k ltw
!!!!!
X 5&
t k j t"
!!!!!
5 ;
( T & ) &* ( T .
` , 0 32 )
#
#L EB +L ( #' L>PT L & ( K 0'>6
7#E B ) 2+( >?
20 2 ) 2+( >? # EB + ( %R 0 2 K 2 b
F ) L%R 2+L'(2
) %R sS '/
7. ? (
C L&* 2 )0'L% ( @-L m + ) 2+( L>?
#: B •y ( 2
K 2 € 9'32 3 + 2
F
H0B Š 0 x? I 2 T (
# ]L% 2 #L EB )
@R x? ( K 2 ) 2+( >?
@ # 0( >? ) 2+( >? ( aM 0& Wc %& * Š L 2 K L( K2
F
N O I 2 T 7# 20A I'/ )20( R # = =, m ' n 5 2
#& % 2 K+
#: ? + R
) /0? '/ I * ) R ‹832 ( )0'% ( )+P(
( 2 3 R + 2 0( >? 2 2+( >? )2
#& n 5 2 0' R •K M' 2 0'% ( _ +P
N+&+PE(
* ( 0' R H0/
+L ) 7) LR K =: L(
K 2
#&
F G? H #30(
20J K+ =B I 2 0(
) 2+( L>? ) L R •a L,& #' L>PT ‡ L M R + 2
+P & Wc %& I 2 € 3 a 20 QE( 2+ T # 0( >?
+ Ž
#6 ( T R
# T LR WL,& +L '&
N0/ >&
&\
&
R # ` < N B # ) (
R0L #: L& . L )2+'(2 -' 2 K L
#& rB ( R
)
@ + * W B ( 2 )0' R . M=' 2 '/
F
53. <"*>-*? ; %@ 0 @ 1(*6#*"@
54.
K+ %& (
H0B x? /2 + )
. #< ) 2+( >? # EB ) 0 32 )
;&2 T /0?
)2
) 2+( >? Z & R*
K ( .2p I 2 h I'/ +H K 2 L * LR + 2
ƒ8LH2 LP &
) )20L( n `
x?
H0B
# EB )
#E B ) 2+( >?
I 2 o 2 T
&
) ( ) N = =, ) L 0R
2 K+ n 5 2 DE'$&
F ) I 2 2 #Q 0R
W BW E, 5% 2 # &* 0R ( ) 2+( >?
\ + R 0(
* >PT F
Eg>&
) I 2 #EH2
K0& 0Y ? R N = =, 6
)
*
#L& 20L_
0L 6
R 2 I 2 ' Z 20'3 )20( ) 2+( >? *
) 2 sL 20L'3 * o 2 G P& #E 9,
#& K ]% 2 (
@ +P 2 /0% =/ & ( 20> ) 2 L L * o+LP( #E 9, )
)+LP&
) L
20> 20'3 W_2+?
o 2 >Q ) 2+( >? ) g r? M&
FFFF
=,
€ 93 I 2 2 R # =
\ W B 0( >PT 0 [
# &* 0R
%R 0]
K+L n 5 2
5 ' 2
#
2 ' 2 # 6 6
F G? H ( + R + +=' & 20J I 2
7m L' 2 #L N LO'&
+,&
I 2 R 2 # T2 & * (
+ 2 F R )20( ( & N = =, # 2 ) L 0 d'& N20[2 .0'P
W + E32+& K+PPR 06
: A 2 #Q +,& I 0 ] 20(
#L& ( F
0LY ? UL =, )20L(
#& R +,& I 2 0( MEc
, 2 #E32 # 2 + 2
\ + 20_ 0 [ L& WL E, L 5
R + n 5 2 5% 2 2 )2 )
* + 2 16 . ?
# ' 2 ( ( %&
) + ( +?2 F
@L
2 C L&* N ( 2 ( T ( I PA +L # L #L &* #L P
2 L )+LP&
#L &* #& L B ) L
5% 2 W& B
#T 2
)+P&
.0'PR ) 2+( >? * € 3 ) F
n 5 2 W E, 5 K+
#& %
>PT R +
\[
0 ) WL B 0L( L 2 ( 2 LP &
#L &* 0LR
5% 2 ) 2+( >?
L 2 ' 2+
F I 20( LP(
#L LY0/ 2 L )
LY0/ UL =, #ELH2 )
#LB0/
~20$' 2
* 2 K+
,y 2
# P & 2 G P&
) 2 /0 1 F
#& ^ 2 I 2 0(
I L( LR L/06 L5 ' 2
W B 0J 2 20'3 20>
# &* 0R
* 'L
2+L LT 2 LP & # LO ) 2+( L>? ) F
IL 2
5 ' 2 M{& U =, #EH2 .2p h R P & I 2 ( )0 6 F(
v0] N MB
L( 2 s 20'3
#& K ]% 2
@ +P 2 /0% ( 20> )
#E 9, ) ) 2+( >?
+P(
F L * >PT LT L(
2 0(
) e 2 ] 2 0&
f ' 2 T & ) ) 2+( >? )
#
* 2 20> '/2 rB ( + 2 F
0Y ? U =, .0'PR
E32+& W&2 B ƒ M 0= 06
K+L n L5 2 ILQ & L: ? I 0'-(
L5 '
ƒ +B _ '/ 2 /2 U =, # # 2
@ # 0 ( # 2 2
L 'L R * )0 1L L 2 K+
F IL 2
y(2
>PT ) W B
) 2+( >? 5% 2 # &* 0R
X Y &
+,& 2 3
#& ( U =, I 2 ) F
I 2 0( K 8B .0L'PR L( a=/ 0Y ? U =,
W + ) 0 d'& 2 ) 2+
E32+& K+PPR 2 '32 0 06
F '3 P W&2 B 2 #Q K+
#& R )2 0L( + 2
W B I 2 + ( 2160[2 5% 2 # &* 0R E,
K+% W K ] 2 3 5% 2 )
tt
) 2+( >? . H2 ^ &
( ' #ER <
) ) 2+( L>?
L 2 F WL E, 0LQ K L] 2 3 ) L
+,& 2 5% 2
#& ( I 2 )
F V0H ( +,& I 2 2 0J T (
#& -P% U =, m ' ( 2 & ( R
LP & 20L'3 UL/ & Lx? C0'L>6 N2
#L EB ) L
K+ % + 2 * )20( ' ( aM 0& Wc %& I'3 G P'& )20( n ` N2+ - ) 2+( >?
F
4
A;757B
) ;757 >
%
A;775B : % * ;1A1B % . ,
) C97 D C19
A;755B - % = %
+ )% C9A0B % . , ) 09 > 01
A0991B % .
E / ;3 6 0 ;53>094
! A;773B '
4;A1BF;C;>;C4
" # $ A;775B ( F
/ / : ;1 A0BF 044>077
$ A;772B ( / F
/ : % * 7 A0BF 01;>021
! $ A099;B ' F G % 54
A2BF 19>13
% A0992B + +
A >: B 8 0 A6 5B ;24 > ;31
" & ' A;745B ) - % E F %
) / ' )% E ;5>0;
55. >
i
" A;75CB / F ,
G 2; A2BF 07>2;
( $ ) * A;75CB
/ ' F 2; A2BF 5C>75
+ + "%! , A099CB % '
: + A >: B 8 1 A6 ;;B
37 > ;99
+ % - ( A;75CB F
H ;C2>;C3
+ A0990B * @ 8 21 6 1 ;2C>;C0
+ ( " "( A0995B % *,
) % + + A >: B
8 3 A6 0;B 24 > 42
& + A0995B &
: 0994 0995 A B %/ '''
A% 0997B
" ! " A0997B / F '''
% 0997
+ A0994B % % + I *
) : + A >: B 8 C A6 ;4B ;41 > ;47
. & A;774B 6 ' J /
: % * ;0 0 % . ,
) 1;C>119
) A;777B % >
4C A0BF43>50
) # A;757B / /
: ;22>;C0
, A;775B % ' :
% * 2 A;BF ;;>05
& ( $ & A;774B
: % * ;0A0BF ;;1>;0C
. $ / A;755B
A3BFCC>3C
. ) . " + ( & + ! % & + . & A0999B
% ( ' % % %
* 8 ;5 6 1 ;57>0;1
. ( . ) % ' . ( ) A;775B + '
/ - 01A;K0B 13D17
y(2
>PT ) W B
) 2+( >? 5% 2 # &* 0R
A;757B F '
: ;C1>;39
0 ( 0 A099CB % - " F %
<- " ( # ( ) /
% * 8 0 ;7>13