ࡱ > < B ;
! " # $ % & ' ( ) * + , - . / 0 1 2 3 4 5 6 7 8 9 : ; < = > ? @ A C D E F G H I J K L M N O P Q R S T U V W X Y Z [ \ ] ^ _ ` a b c d e f g h i j k l m n o p q r s t u v w x y z { | } ~ R F }m= < W o r k b o o k m _ V B A _ P R O J E C T _ C U R " ON}m }m V B A }m }m 9 \ p Michael Sorenson B a = ThisWorkbook = p\I8 @ " 1 W Verdana1 W Verdana1 W Verdana1 W Verdana1 W Verdana1 W Verdana1 W Verdana1 = W Verdana1
W Verdana1 W Verdana "$"#,##0_);\("$"#,##0\) ! "$"#,##0_);[Red]\("$"#,##0\) " "$"#,##0.00_);\("$"#,##0.00\) ' " "$"#,##0.00_);[Red]\("$"#,##0.00\) 7 * 2 _("$"* #,##0_);_("$"* \(#,##0\);_("$"* "-"_);_(@_) . ) ) _(* #,##0_);_(* \(#,##0\);_(* "-"_);_(@_) ? , : _("$"* #,##0.00_);_("$"* \(#,##0.00\);_("$"* "-"??_);_(@_) 6 + 1 _(* #,##0.00_);_(* \(#,##0.00\);_(* "-"??_);_(@_)
m/d/yyyy + ) , * ( # ) ! ( 8 d q: F c -2 NW g F SW c -2 NW g F SW ̙ ̙ 3f 3 f ff 3f 3f 3 33 3 3f 33 333 \ ` W HW exact test example S Permutation test example Here, the possible combinations of genotypes have been sorted according to their probability of chance occurrence. Results as extreme as the observed values (33,33,19) or more extreme would be expected in ~7.4% of random draws from a population in HWE. Thus, the data are consistent with the null hypothesis of HWE, although come close to to meeting the typical standard of p < 0.05 for rejecting the null hypothesis. Alleles Rand() Genotypes I recorded a macro that 1) copies the count from column D and pastes it "as text" in column E (to get rid of the formula), then 2) inserts that value at the top of column F, and the 3) sorts column A by the new set of random numbers in column B to generate a new set of random genotypes and a new count of heterozygotes. To run the macro, select cell A4 and then hold down option-command- and hit "t" (may be different on a PC). Give it a try!& Calculation of expected values for HWE4 T h e s a m e v a l u e s a s i n J a n d K b u t s o r t e d b y X 2 v a l u e ( h i g h e s t t o l o w e s t ) - t h e f i r s t 7 1 v a l u e s h a v e 3 3 h e t e r o z y g o t e s o r n u m b e r s t h a t w e r e e v e n l e s s l i k e l y a s m e a s u r e d b y X 2 ( d"3 3 o r e"5 1 ) , s o t h e e s t i m a t e d p - v a l u e i s 7 1 / 1 0 0 0 = 0 . 0 7 1 , v e r y c l o s e t o t h e e x a c t v a l u e c a l c u l a t e d o n t h e o t h e r w o r s h e e t i n t h i s f i l e . -
.
This example uses the same data as on the previous page. 99 A's and 71 C's are in column A. Column B has random numbers, which can be sorted to provide a random order of the alleles in A, and then combined to form 85 diploid genotypes randomly formed from 99 A and 71 C alleles." Count of heterozygotes in Column B; 1000 counts of heterozygotes generated by running the macro X2 values for each count
Allele Freqs Expected A C AA AC CC. Genotypes for 85 big brown bats at a SNP locus observed Column E gives the exact probability of observing each possible combination of genotypes assuming random mating - any combination is possible by chance, but some combinations are extremely unlikely - note that these probabilities sum to 1.l The above lines include all possible combinations of genotypes that add up to 99 A alleles and 71 C alleles. L B ͖ I E^ Ft^ $"B l \ ͖ I 2 l OL \ ͖ I F
34 B > E` dLFt \è ^ 8PP 3^ P l lп ^ OLP 3\^ 34 & > ?0 d)( ^< 4 33 d&п W ?0 d)( ^< 4 d)( ^< @XP0 W 3\ \ p d)( `F
W ^< ^< b W ^1 b % @ X`w( D \ F
W D"D@ W \è X` \ ͖ I bKKKK `KKKA*T'Ŀ A)Ě @ HI¬I¬ ^ `h 8 ` \è X` OL ^ \ `
9 ( m5 DM R
d MbP?_ * + % M
com.apple.print.PageFormat.PMHorizontalRes
com.apple.print.ticket.creator
com.apple.printingmanager
com.apple.print.ticket.itemArray
com.apple.print.PageFormat.PMHorizontalRes
300
com.apple.print.ticket.client
com.apple.printingmanager
com.apple.print.ticket.modDate
2009-01-28T17:01:27Z
com.apple.print.ticket.stateFlag
0
com.apple.print.PageFormat.PMOrientation
com.apple.print.ticket.creator
com.apple.printingmanager
com.apple.print.ticket.itemArray
com.apple.print.PageFormat.PMOrientation
1
com.apple.print.ticket.client
com.apple.printingmanager
com.apple.print.ticket.modDate
2009-01-28T17:01:27Z
com.apple.print.ticket.stateFlag
0
com.apple.print.PageFormat.PMScaling
com.apple.print.ticket.creator
com.apple.printingmanager
com.apple.print.ticket.itemArray
com.apple.print.PageFormat.PMScaling
1
com.apple.print.ticket.client
com.apple.printingmanager
com.apple.print.ticket.modDate
2009-01-28T14:13:21Z
com.apple.print.ticket.stateFlag
0
com.apple.print.PageFormat.PMVerticalRes
com.apple.print.ticket.creator
com.apple.printingmanager
com.apple.print.ticket.itemArray
com.apple.print.PageFormat.PMVerticalRes
300
com.apple.print.ticket.client
com.apple.printingmanager
com.apple.print.ticket.modDate
2009-01-28T17:01:27Z
com.apple.print.ticket.stateFlag
0
com.apple.print.PageFormat.PMVerticalScaling
com.apple.print.ticket.creator
com.apple.printingmanager
com.apple.print.ticket.itemArray
com.apple.print.PageFormat.PMVerticalScaling
1
com.apple.print.ticket.client
com.apple.printingmanager
com.apple.print.ticket.modDate
2009-01-28T14:13:21Z
com.apple.print.ticket.stateFlag
0
com.apple.print.subTicket.paper_info_ticket
com.apple.print.PageFormat.PMAdjustedPageRect
com.apple.print.ticket.creator
com.apple.printingmanager
com.apple.print.ticket.itemArray
com.apple.print.PageFormat.PMAdjustedPageRect
0.0
0.0
3058.3333333333335
2400
com.apple.print.ticket.client
com.apple.printingmanager
com.apple.print.ticket.modDate
2009-01-28T17:01:27Z
com.apple.print.ticket.stateFlag
0
com.apple.print.PageFormat.PMAdjustedPaperRect
com.apple.print.ticket.creator
com.apple.printingmanager
com.apple.print.ticket.itemArray
com.apple.print.PageFormat.PMAdjustedPaperRect
-75
-75
3225.0000000000005
2475
com.apple.print.ticket.client
com.apple.printingmanager
com.apple.print.ticket.modDate
2009-01-28T17:01:27Z
com.apple.print.ticket.stateFlag
0
com.apple.print.PaperInfo.PMPaperName
com.apple.print.ticket.creator
com.apple.print.pm.PostScript
com.apple.print.ticket.itemArray
com.apple.print.PaperInfo.PMPaperName
na-letter
com.apple.print.ticket.client
com.apple.print.pm.PostScript
com.apple.print.ticket.modDate
2003-07-01T17:49:36Z
com.apple.print.ticket.stateFlag
1
com.apple.print.PaperInfo.PMUnadjustedPageRect
com.apple.print.ticket.creator
com.apple.print.pm.PostScript
com.apple.print.ticket.itemArray
com.apple.print.PaperInfo.PMUnadjustedPageRect
0.0
0.0
734
576
com.apple.print.ticket.client
com.apple.printingmanager
com.apple.print.ticket.modDate
2009-01-28T14:13:21Z
com.apple.print.ticket.stateFlag
0
com.apple.print.PaperInfo.PMUnadjustedPaperRect
com.apple.print.ticket.creator
com.apple.print.pm.PostScript
com.apple.print.ticket.itemArray
com.apple.print.PaperInfo.PMUnadjustedPaperRect
-18
-18
774
594
com.apple.print.ticket.client
com.apple.printingmanager
com.apple.print.ticket.modDate
2009-01-28T14:13:21Z
com.apple.print.ticket.stateFlag
0
com.apple.print.PaperInfo.ppd.PMPaperName
com.apple.print.ticket.creator
com.apple.print.pm.PostScript
com.apple.print.ticket.itemArray
com.apple.print.PaperInfo.ppd.PMPaperName
US Letter
com.apple.print.ticket.client
com.apple.print.pm.PostScript
com.apple.print.ticket.modDate
2003-07-01T17:49:36Z
com.apple.print.ticket.stateFlag
1
com.apple.print.ticket.APIVersion
00.20
com.apple.print.ticket.privateLock
com.apple.print.ticket.type
com.apple.print.PaperInfoTicket
com.apple.print.ticket.APIVersion
00.20
com.apple.print.ticket.privateLock
com.apple.print.ticket.type
com.apple.print.PageFormatTicket
M z ,, ` g( H H ( d h " d ? ? U
} } } Column G (
.
0 k
P
.
k
.m l@
eg mB
1 l l 0 L ` 0 B .m l@ o . e
H@ ? A@ [ 9'; E U A D A D A D A D A c A G A H@ ? A@ 9'; H@ D @ D A@ D e}6w; O % #E U A L A L A L A L A c A G A H@ @ A@ e}6w; G@ L @ L @@ L [2P< G@ @ @@ [2P< G@ @ @@ %tnx< G@ @ @@ %tnx< F@ "@ ?@ ذT
(= F@ "@ ?@ ذT
(= F@ &@ >@ }G='= ,@ Q@ ܲABq= E@ *@ =@ ād= F@ &@ >@ }G='= E@
.@
<@
;t >
E@ *@ =@ ād=
D@
1@
;@
/{Ȼ`>
.@ @Q@ ?
(5$W= D@ 3@ :@ *0> E@ .@ <@ ;t > C@
5@
9@
@N>
0@ P@ @ 9R)>
C@
7@
8@
%Ԁ& ?
D@ 1@ ;@
/{Ȼ`> B@ 9@ 7@ 78*=(? 1@ @P@ @ }Z+Uq> B@ ;@ 6@ opM? D@ 3@ :@ *0> A@ =@ 5@ `mm? 2@ O@ @ FL> A@ ?@ 4@ 9? C@ 5@ 9@ @N>
@@ @@ 3@ w ? 3@ N@ @ pL> @@ A@ 2@ (۔"? C@ 7@ 8@ %Ԁ& ? ?@ B@ 1@ a&ɫ? 4@ M@ @ 96T*? >@ C@ 0@ ןI&? B@ 9@ 7@ 78*=(? =@ D@ .@ qk? 5@ L@ @ rs`;? <@ E@ ,@ 3 ? B@ ;@ 6@ opM? ;@ F@ *@ u~a? 6@ K@ @ _? :@ G@ (@ kE7? A@ =@ 5@ `mm? 9@ H@ &@ :C+? 7@ J@ "@ uD"W|? 8@ I@ $@ #B۬W? A@ ?@ 4@ 9? 7@ J@ "@ uD"W|? 8@ I@ $@ #B۬W? 6@ K@ @ _? @@ @@ 3@ w ? #
$fc?
% 5@ L@ @ rs`;? @@ A@ 2@ (۔"? 4@ M@ @ 96T*? ?@ B@ 1@ a&ɫ? D | l *
!
. "
#
0 k $
%
'
$ P 3@ % L N@ % L @ ! % L pL> ! >@ C@ 0@ ןI&? ! 2@ ! ! O@ ! ! @ " ! FL> " ! =@ D@ .@ ! qk? " 1@ " " @P@ " " @ # " }Z+Uq> # " <@ E@ ,@ " 3 ? # 0@ # # P@ # # @ $ # 9R)> $ # ;@ F@ *@ # u~a? $ .@ $ $ @Q@ $ $ ? % $ (5$W= % $ :@ G@ (@ $ kE7? % ,@ % % Q@ % % % % ܲABq= % 9@ H@ &@ % :C+?
'
'
' ' x > @ d d @ , , ,
' ' 5 Sheet1
9 < L Js # E & 4 C Q ` n } ! !, ): )I 1W 1f 3k Qk Yk ak ik qk yk k k k k k k k k k k k k k k k k l l l l !l )l 1l 9l Al Il Ql Yl al il ql yl l l l l Um
d MbP?_ * + % M
com.apple.print.PageFormat.PMHorizontalRes
com.apple.print.ticket.creator
com.apple.printingmanager
com.apple.print.ticket.itemArray
com.apple.print.PageFormat.PMHorizontalRes
300
com.apple.print.ticket.client
com.apple.printingmanager
com.apple.print.ticket.modDate
2009-02-10T18:38:02Z
com.apple.print.ticket.stateFlag
0
com.apple.print.PageFormat.PMOrientation
com.apple.print.ticket.creator
com.apple.printingmanager
com.apple.print.ticket.itemArray
com.apple.print.PageFormat.PMOrientation
1
com.apple.print.ticket.client
com.apple.printingmanager
com.apple.print.ticket.modDate
2009-02-10T18:38:02Z
com.apple.print.ticket.stateFlag
0
com.apple.print.PageFormat.PMScaling
com.apple.print.ticket.creator
com.apple.printingmanager
com.apple.print.ticket.itemArray
com.apple.print.PageFormat.PMScaling
1
com.apple.print.ticket.client
com.apple.printingmanager
com.apple.print.ticket.modDate
2009-01-28T14:13:21Z
com.apple.print.ticket.stateFlag
0
com.apple.print.PageFormat.PMVerticalRes
com.apple.print.ticket.creator
com.apple.printingmanager
com.apple.print.ticket.itemArray
com.apple.print.PageFormat.PMVerticalRes
300
com.apple.print.ticket.client
com.apple.printingmanager
com.apple.print.ticket.modDate
2009-02-10T18:38:02Z
com.apple.print.ticket.stateFlag
0
com.apple.print.PageFormat.PMVerticalScaling
com.apple.print.ticket.creator
com.apple.printingmanager
com.apple.print.ticket.itemArray
com.apple.print.PageFormat.PMVerticalScaling
1
com.apple.print.ticket.client
com.apple.printingmanager
com.apple.print.ticket.modDate
2009-01-28T14:13:21Z
com.apple.print.ticket.stateFlag
0
com.apple.print.subTicket.paper_info_ticket
com.apple.print.PageFormat.PMAdjustedPageRect
com.apple.print.ticket.creator
com.apple.printingmanager
com.apple.print.ticket.itemArray
com.apple.print.PageFormat.PMAdjustedPageRect
0.0
0.0
3058.3333333333335
2400
com.apple.print.ticket.client
com.apple.printingmanager
com.apple.print.ticket.modDate
2009-02-10T18:38:02Z
com.apple.print.ticket.stateFlag
0
com.apple.print.PageFormat.PMAdjustedPaperRect
com.apple.print.ticket.creator
com.apple.printingmanager
com.apple.print.ticket.itemArray
com.apple.print.PageFormat.PMAdjustedPaperRect
-75
-75
3225.0000000000005
2475
com.apple.print.ticket.client
com.apple.printingmanager
com.apple.print.ticket.modDate
2009-02-10T18:38:02Z
com.apple.print.ticket.stateFlag
0
com.apple.print.PaperInfo.PMPaperName
com.apple.print.ticket.creator
com.apple.print.pm.PostScript
com.apple.print.ticket.itemArray
com.apple.print.PaperInfo.PMPaperName
na-letter
com.apple.print.ticket.client
com.apple.print.pm.PostScript
com.apple.print.ticket.modDate
2003-07-01T17:49:36Z
com.apple.print.ticket.stateFlag
1
com.apple.print.PaperInfo.PMUnadjustedPageRect
com.apple.print.ticket.creator
com.apple.print.pm.PostScript
com.apple.print.ticket.itemArray
com.apple.print.PaperInfo.PMUnadjustedPageRect
0.0
0.0
734
576
com.apple.print.ticket.client
com.apple.printingmanager
com.apple.print.ticket.modDate
2009-01-28T14:13:21Z
com.apple.print.ticket.stateFlag
0
com.apple.print.PaperInfo.PMUnadjustedPaperRect
com.apple.print.ticket.creator
com.apple.print.pm.PostScript
com.apple.print.ticket.itemArray
com.apple.print.PaperInfo.PMUnadjustedPaperRect
-18
-18
774
594
com.apple.print.ticket.client
com.apple.printingmanager
com.apple.print.ticket.modDate
2009-01-28T14:13:21Z
com.apple.print.ticket.stateFlag
0
com.apple.print.PaperInfo.ppd.PMPaperName
com.apple.print.ticket.creator
com.apple.print.pm.PostScript
com.apple.print.ticket.itemArray
com.apple.print.PaperInfo.ppd.PMPaperName
US Letter
com.apple.print.ticket.client
com.apple.print.pm.PostScript
com.apple.print.ticket.modDate
2003-07-01T17:49:36Z
com.apple.print.ticket.stateFlag
1
com.apple.print.ticket.APIVersion
00.20
com.apple.print.ticket.privateLock
com.apple.print.ticket.type
com.apple.print.PaperInfoTicket
com.apple.print.ticket.APIVersion
00.20
com.apple.print.ticket.privateLock
com.apple.print.ticket.type
com.apple.print.PageFormatTicket
M z ,, ` g( H H ( d h " d ? ? U
} } } Column N L p @ . 0 k P
. k
.m l@ eg mB
1
l
l
0 L
`
0
B
.m l@
o .
!
! !
K? z " A? $
D D BP AA 9 F@ 5 # % ACAZ% CAAZ F@ F@ ~
B@
G=?
x B
@n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
K@ 3ե6"@ x B @n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@
? c
# <@
D U
z? Q ~
B@~
C@
T4?
~
K@ 3ե6"@ r
? G
# (''''-@
D U
(? J $ 0 D D BP CC~
H@~
F@
l >;?
~
=@ T!!Q @
) mllllD@ D D U
(j? ~
B@~
?@
?J@
~
=@ T!!Q @ ! # @U@
%
? $ @0 D D BP CA~
E@~
E@
c?
~
=@ T!!Q @
<"x? { ~
J@~
E@
c?
~
J@ O@ >
F? ` $ j; D D
BP CC~
J@~
?@
?J@
~
J@ O@
,Nv? ~
C@~
D@
?}x?
~
J@
O@
1? U $ v; D D BP AA~
D@~
E@
c?
~
J@ O@
v+?
~
A@~
F@
l >;?
~
J@ O@
@? R $
D
D BP AC~
F@
l >;?
~
J@
O@ (
@H? B ~
E@
c?
~
J@ O@
tS? $ `d
D D BP CA~
F@
l >;?
~
J@ O@
zCs? ~
D@
?}x?
~
?@ ?J@ c
up? $ D D BP AC~
J@
O@
~
?@ ?J@
S
? + ~
D@
?}x?
~
?@ ?J@ h
+? D $ @E D D BP AC~
C@
T4?
~
?@ ?J@
6? ~
G@
+k?
~
?@ ?J@
`/? $ 0L D D BP CA~
D@
?}x?
~
?@ ?J@
b? ^ ~
F@
l >;?
~
?@ ?J@
6Z? w $ l D D BP CA~
E@
c?
~
?@ ?J@
+%b? ~
D@
?}x?
~
?@ ?J@ D
n? A $ P D D BP CA~
D@
?}x?
~
?@ ?J@
͒? ~
D@
?}x?
~
I@ o@
uU%? H $ D D BP CA~
D@
?}x?
~
I@ o@
Zs? e ~
C@
T4?
~
I@ o@ U
? $ 2O D D BP AA~
F@
l >;?
~
I@ o@
T=w? 1 ~
?@
?J@
~
I@ o@ a
? % $
D D BP AA~
D@
?}x?
~
I@ o@ c B ~ X T |
!
. "
#
0 k $
%
&
P '
(
)
. *
+
k ,
.m l@ -
eg mB .
/
1 0
1
2
l 3
l 4
0 L 5
6
` 7
8
0 9
B :
.m l@ ;
<
=
o . >
?
e
b? ~
E@
c? !
~
I@ o@ w
!
! y? $ ! H D! D" BP AA~
! C@ !
T4? "
~
! I@ ! o@ 3
"
" @z ? ~
" B@ "
G=? #
~
" I@ " o@
#
# w? V # # B A? $ # ' ! D# D$ BP AC~
# D@ #
?}x? $
~
# I@ # o@ >
$ $ `Kߺ ? \ # ~
$ B@ $
G=? %
~
$ I@ $ o@
%
% Z[? ; # $ % @0 # D% D& BP AA~
% B@ %
G=? &
~
% I@ % o@
&
& `,,k\? : # ~
& I@ &
o@ '
~
& I@ & o@ 3
'
' S ? n # $ ' 8N % D' D( BP AA~
' D@ '
?}x? (
~
' I@ ' o@ W
(
( @習? O # ~
( C@ (
T4? )
~
( I@ ( o@
)
) M$? r # $ ) { ' D) D* BP AC~
) D@ )
?}x? *
~
) I@ ) o@ E
* * đ? # ~
* D@ *
?}x? +
~
* I@ * o@
+ + ';? 1
~
0 @@ 0 s_S$z @ P
1 1 @}\? # $ 1 HA / D1 D2 BP CA~
1 B@ 1
G=? 2
~
1 @@ 1 s_S$z @
2
2 '1? # ~
2 E@ 2
c? 3
~
2 @@ 2 s_S$z @
3
3 @,,? # $ 3 1 D3 D4 BP AA~
3 C@ 3
T4? 4
~
3 @@ 3 s_S$z @ t
4
4 {Asq? # ~
4 G@ 4
+k? 5
~
4 @@ 4 s_S$z @
5
5 @fN? T # $ 5 `M 3 D5 D6 BP AC~
5 @@ 5
s_S$z @ 6
~
5 @@ 5 s_S$z @
6 6 b? j # ~
6 F@ 6
l >;? 7
~
6 @@ 6 s_S$z @
7 7 ~? g # $ 7 @` 5 D7 D8 BP CA~
7 C@ 7
T4? 8
~
7 @@ 7 s_S$z @
8
8 ਦc? < # ~
8 E@ 8
c? 9
~
8 @@ 8 s_S$z @
9
9 @;Co? Z # $ 9 7 D9 D: BP AA~
9 D@ 9
?}x? :
~
9 @@ 9 s_S$z @
:
: ]f? # ~
: C@ :
T4? ;
~
: @@ : s_S$z @ 9
; ; ).? # $ ; < 9 D; D< BP CA~
; A@ ;
0 @ <
~
; @@ ; s_S$z @ !
<
< S? # ~
< F@ <
l >;?( =
~
< @@ < s_S$z @( $
=
= ??) W # $ = `_ ; D= D> BP AA~
= A@ =
0 @ >
~
= @@ = s_S$z @ <
>
> Lt? # ~
> C@ >
T4?( ?
~
> @@ > s_S$z @
?
? ? # $ ? D = D? D@ BP AA~
? B@ ?
G=? @
~
? @@ ? s_S$z @ H D l @
A
. B
C
0 k D
E
F
P G
H
I
. J
K
k L
.m l@ M
eg mB N
O
1 P
Q
R
l S
l T
0 L U
V
` W
X
0 Y
B Z
.m l@ [
\
]
o . ^
_
e
@
@ Է? ? # ~
@ B@ @
G=?( A
~
@ @@ @ s_S$z @(
A A F? # $ A p} ? DA DB BP CC~
A G@ A
+k?( B
~
A @@ A s_S$z @ =
B B TQE? h # ~
B E@ B
c?( C
~
B @@ B s_S$z @
C C !? d C C b A? $ C @ A DC DD BP CC~
C B@ C
G=? D
C
x C
@n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
C @@ C s_S$z @( C x C @n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@
D D \p? ) C ~
D C@ D
T4? E
C
~
D @@ D s_S$z @ C
E E ly? C $ E C DE DF BP CA~
E F@ E
l >;?( F
C
~
E @@ E s_S$z @ C
F
F ; z? - C ~
F C@ F
T4? G
C
~
F @@ F s_S$z @( L C
G G ? C $ G 3 E DG DH BP CA~
G D@ G
?}x?( H
C
~
G @@ G s_S$z @ Q C
H
H ت? a C ~
H C@ H
T4? I
C
~
H @@ H s_S$z @( W C
I I ӝ? _ C $ I G DI DJ BP CA~
I F@ I
l >;?( J
C
~
I @@ I s_S$z @( t C
J
J lªZ? C ~
J B@ J
G=? K
C
~
J H@ J K@ S C
K
K *? C $ K ` I DK DL BP AA~
K I@ K
o@( L
C
~
K H@ K K@ } C
L
L @? C ~
L F@ L
l >;?( M
C
~
L H@ L K@( ~ C
M
M )W? C $ M K DM DN BP AC~
M E@ M
c?( N
C
~
M H@ M K@ C
N N B?) C ~
N E@ N
c?( O
C
~
N H@ N K@ M C
O O "? ] C $ O \ M DO DP BP CC~
O C@ O
T4?( P
C
~
O H@ O K@ # C
P P u4 ?
C ~
P F@ P
l >;?( Q
C
~
P H@ P K@ C
Q Q α? C $ Q c O DQ DR BP CA~
Q E@ Q
c?( R
C
~
Q H@ Q K@ P C
R
R *P? 8 C ~
R B@ R
G=?( S
C
~
R H@ R K@ x C
S S %(9Y? N C $ S = Q DS DT BP CA~
S F@ S
l >;?( T
C
~
S H@ S K@ R C
T
T @r? F C ~
T C@ T
T4?( U
C
~
T H@ T K@ C
U U J? 2 C $ U B? S DU DV BP CA~
U B@ U
G=?( V
C
~
U H@ U K@ C
V
V J;?( `
C
~
_ H@ _ K@ C D } l `
a
. b
c
0 k d
e
f
P g
h
i
. j
k
k l
.m l@ m
eg mB n
o
1 p
q
r
l s
l t
0 L u
v
` w
x
0 y
B z
.m l@ {
|
}
o . ~
e
` ` aC? 0 C ~
` D@ `
?}x?( a
C
~
` H@ ` K@( C
a
a 8? M C $ a _ Da Db BP AC~
a D@ a
?}x?( b
C
~
a H@ a K@ C
b b sc9? # C ~
b @@ b
s_S$z @( c
C
~
b H@ b K@ C
c
c ޜ? m c c A? $ c 1 a Dc Dd BP AC~
c F@ c
l >;?( d
C
~
c H@ c K@( C
d d ? 3 c ~
d E@ d
c?( e
C
~
d H@ d K@( C
e
e `y6? E c $ e c De Df BP AC~
e @@ e
s_S$z @( f
C
~
e H@ e K@( C
f f y? c ~
f E@ f
c?( g
C
~
f H@ f K@ C
g
g X">? c $ g v e Dg Dh BP AC~
g E@ g
c?( h
C
~
g H@ g K@ C
h h ^h? c ~
h E@ h
c?( i
C
~
h H@ h K@( Z C
i
i e*? c $ i 1b g Di Dj BP AA~
i B@ i
G=?( j
C
~
i H@ i K@ x C
j
j ` ? 9 c ~
j B@ j
G=? k
C
~
j H@ j K@( - C
k
k D(? c $ k b i Dk Dl BP AA~
k E@ k
c?( l
C
~
k H@ k K@( 0 C
l
l #jX? q c ~
l E@ l
c?( m
C
~
l H@ l K@( ] C
m
m s? = c $ m K8 k Dm Dn BP AA~
m C@ m
T4?( n
C
~
m H@ m K@( C
n
n / ? l c ~
n E@ n
c? o
C
~
n H@ n K@( C
o o y? c $ o L m Do Dp BP CC~
o D@ o
?}x?( p
C
~
o H@ o K@( C
p p ?F? o c ~
p E@ p
c?( q
C
~
p A@ p 0 @( C
q q n)? c $ q K o Dq Dr BP CA~
q B@ q
G=?( r
C
~
q A@ q 0 @ k C
r
r ل? b c ~
r B@ r
G=?( s
C
~
r A@ r 0 @( C
s
s ? c $ s E q Ds Dt BP AC~
s D@ s
?}x?( t
C
~
s A@ s 0 @( M C
t t hn? c ~
t F@ t
l >;? u
C
~
t A@ t 0 @( C
u u t? c $ u O s Du Dv BP CC~
u E@ u
c? v
C
~
u A@ u 0 @( C
v v @? I c ~
v G@ v
+k?( w
C
~
v A@ v 0 @ C
w w f? c $ w 0 u Dw Dx BP CA~
w E@ w
c?( x
C
~
w A@ w 0 @ C
x
x vZ?) c ~
x E@ x
c?( y
C
~
x A@ x 0 @( X C
y
y x48? s c $ y ` w Dy Dz BP AA~
y G@ y
+k?( z
C
~
y A@ y 0 @ z C
z
z {?) c ~
z @@ z
s_S$z @( {
C
~
z A@ z 0 @ y C
{
{ (|?) c $ { @K5 y D{ D| BP AC~
{ C@ {
T4?( |
C
~
{ A@ { 0 @( { C
| | l? i c ~
| E@ |
c? }
C
~
| A@ | 0 @ C
} } nv? 7 c $ } P( { D} D~ BP CA~
} G@ }
+k?( ~
C
~
} A@ } 0 @ K C
~
~ as?) c ~
~ G@ ~
+k?(
C
~
~ A@ ~ 0 @ C
S"f?) } c $ @> } D D BP CA~
F@
l >;?(
C
~
A@ 0 @( C D l
.
0 k
P
.
k
.m l@
eg mB
1
l
l
0 L
`
0
B
.m l@
o .
e
? X c ~
@@
s_S$z @
C
~
A@ 0 @ C
w^?) @ c $ `n> D D BP CC~
D@
?}x?(
C
~
A@ 0 @ C
L.?) c ~
H@
K@(
C
~
A@ 0 @ C
?) p A? $ s D D BP AA~
C@
T4?(
x
@n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
A@ 0 @ 7 x @n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@
`o?) ~
E@
c?(
~
A@ 0 @
O?) y $ D D BP AA~
B@
G=?(
~
A@ 0 @
xV? ~
C@
T4?(
~
A@ 0 @
b:?) S $ _3 D D BP AC~
B@
G=?
~
A@ 0 @ l
>ps?) k ~
C@
T4?(
~
A@ 0 @ %
ʺ?) / $ D D BP AC~
A@
0 @(
~
A@ 0 @ '
Hr?) ~
C@
T4?(
~
A@ 0 @
//?) " $ D D BP AA~
E@
c?(
~
A@ 0 @ {
?) u ~
E@
c?(
~
A@ 0 @( -
R? G $ D D BP CC~
A@
0 @(
~
A@ 0 @(
$О? ~
F@
l >;?(
~
A@ 0 @ "
@9ʽ?) $ I D D BP AC~
E@
c?(
~
A@ 0 @
?) ~
F@
l >;?(
~
A@ 0 @(
@ߊ? $ D D BP AC~
D@
?}x?(
~
A@ 0 @( T
ea?) ~
D@
?}x?(
~
A@ 0 @
H?) | $ 0b D D BP AA~
I@
o@(
~
A@ 0 @( U
D ?) Y ~
I@
o@(
~
A@ 0 @( #
?) $ _> D D BP AC~
A@
0 @
~
A@ 0 @
@Ŋ? , ~
D@
?}x?
~
A@ 0 @( W
+? 6 $ ЛB D D BP AC~
E@
c?
~
A@ 0 @(
@p?) ~
G@
+k?
~
A@ 0 @
ene? $ { D D BP CC~
G@
+k?
~
A@ 0 @ E
y6R ~
D@
?}x?
~
A@ 0 @( &
yj? x $ J D D BP AA~
A@
0 @
~
A@ 0 @ L D } l
.
0 k
P
.
k
.m l@
eg mB
1
l
l
0 L
`
0
B
.m l@
o .
e
_*? ~
E@
c?
~
A@ 0 @ ]
:Nt? $ ^A D D BP AC~
C@
T4?
~
A@ 0 @( M
ů?) ~ ~
B@
G=?
~
A@ 0 @(
aR? c
A? $ D D BP AA~
D@
?}x?(
~
A@ 0 @(
?) [ ~
D@
?}x?
~
A@ 0 @ e
? . $ O D D BP CA~
B@
G=?
~
A@ 0 @
Ye?) ~
F@
l >;?
~
A@ 0 @(
ZW?) $ /D D D BP AA~
B@
G=?
~
A@ 0 @(
?) 4 ~
F@
l >;?
~
A@ 0 @(
CG? $ 0K D D BP CA~
E@
c?(
~
A@ 0 @
g? ~
C@
T4?
~
A@ 0 @ f
y? P $ > D D BP AC~
E@
c?
~
A@ 0 @(
@LK?) L ~
G@
+k?
~
A@ 0 @ ! ~
D@
?}x?
~
A@ 0 @ ~
E@
c?
~
A@ 0 @ ~
F@
l >;?
~
A@ 0 @ p ~
F@
l >;?(
~
A@ 0 @( ~
A@
0 @
~
A@ 0 @ / ~
A@
0 @
~
A@ 0 @ ~
D@
?}x?
~
A@ 0 @ ~
B@
G=?(
~
A@ 0 @ ~
@@
s_S$z @(
~
A@ 0 @( ; ~
F@
l >;?
~
A@ 0 @ b ~
A@
0 @(
~
G@ +k?( ~
E@
c?(
~
G@ +k? I ~
F@
l >;?(
~
G@ +k? . ~
C@
T4?
~
G@ +k?( ~
B@
G=?
~
G@ +k? ~
D@
?}x?
~
G@ +k?( ~
B@
G=?
~
G@ +k? ~
A@
0 @
~
G@ +k?( ~
E@
c?
~
G@ +k? D D l Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z
.
0 k
P
.
k
.m l@
eg mB
1
l
l
0 L
`
0
B
.m l@
o .
e ~
E@
c?
~
G@ +k? ~
D@
?}x?
~
G@ +k?( ~
F@
l >;?(
~
G@ +k? ~
H@
K@(
x
@n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
G@ +k?( e x @n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
A@
0 @(
~
G@ +k?( ~
E@
c?(
~
G@ +k?( ~
C@
T4?
~
G@ +k? ~
A@
0 @
~
G@ +k? ~
D@
?}x?
~
G@ +k?( ~
F@
l >;?
~
G@ +k? ) ~
H@
K@
~
G@ +k? ~
C@
T4?
~
G@ +k?( 5 ~
E@
c?
~
G@ +k? ~
B@
G=?
~
G@ +k?( ~
E@
c?
~
G@ +k?( ~
E@
c?
~
G@ +k? ~
F@
l >;?
~
G@ +k? ~
@@
s_S$z @
~
G@ +k? ~
E@
c?
~
G@ +k? ~
C@
T4?(
~
G@ +k? & ~
D@
?}x?(
~
G@ +k? ~
C@
T4?
~
G@ +k? ~
C@
T4?(
~
G@ +k? Y ~
A@
0 @
~
G@ +k? ~
?@
?J@
~
G@ +k?( ~
A@
0 @(
~
G@ +k? Z ~
F@
l >;?
~
G@ +k?( ~
?@
?J@
~
G@ +k?( [ ~
F@
l >;?
~
G@ +k? 6 ~
F@
l >;?(
~
G@ +k?( R ~
E@
c?
~
G@ +k?( : ~
A@
0 @
~
G@ +k? D lZ Z Z RZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z
.
0 k
P
.
k
.m l@
eg mB
1
l
l
0 L
`
0
B
.m l@
o .
e ~
C@
T4?(
~
G@ +k? @ ~
B@
G=?
~
G@ +k? ~
E@
c?
~
G@ +k?( ~
A@
0 @
~
G@ +k? ~
E@
c?
~
G@ +k?( B ~
B@
G=?
~
G@ +k?( ~
C@
T4?
~
G@ +k?( _ ~
D@
?}x?
~
G@ +k? ~
I@
o@(
~
G@ +k?( ~
B@
G=?
~
G@ +k? ~
@@
s_S$z @(
~
G@ +k?( ~
E@
c?
~
G@ +k? k ~
@@
s_S$z @
~
G@ +k?( J ~
A@
0 @
~
G@ +k? ~
D@
?}x?(
~
G@ +k? q ~
D@
?}x?
~
G@ +k? ~
I@
o@
~
G@ +k?( w ~
B@
G=?
~
G@ +k? ~
D@
?}x?
~
G@ +k? \ ~
C@
T4?
~
G@ +k? ~
F@
l >;?
~
G@ +k?( ~
J@
O@
~
G@ +k? ~
C@
T4?
~
G@ +k? k ~
D@
?}x?(
~
G@ +k?( 1 ~
G@
+k?
~
G@ +k? ~
F@
l >;?
~
G@ +k?( ~
C@
T4?
~
G@ +k?( ~
C@
T4?
~
G@ +k? ~
F@
l >;?
~
G@ +k?( ^ ~
E@
c?
~
G@ +k? ~
D@
?}x?
~
G@ +k?( ~
E@
c?
~
B@ G=?
D
lZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z
.
0 k
P
.
k
.m l@
eg mB
1
l
l
0 L
`
0
B
.m l@
o .
e ~
E@
c?
~
B@ G=?( ~
D@
?}x?
~
B@ G=?( F ~
F@
l >;?
~
B@ G=? ~
A@
0 @
x B
@n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
B@ G=?( i x B @n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
F@
l >;?
~
B@ G=? ~
E@
c?(
~
B@ G=? ~
E@
c?
~
B@ G=? ~
D@
?}x?
~
B@ G=?( m ~
C@
T4?(
~
B@ G=? ~
H@
K@
~
B@ G=? ~
H@
K@
~
B@
G=? ~
E@
c?
~
B@ G=? ~
A@
0 @
~
B@ G=? ~
F@
l >;?
~
B@
G=?( ~
E@
c?
~
B@ G=?(
~
F@
l >;?
~
B@ G=? ~
F@
l >;?
~
B@ G=?( ~
F@
l >;?(
~
B@ G=? w ~
F@
l >;?
~
B@ G=?( ~
F@
l >;?
~
B@ G=?( ~
E@
c?(
~
B@ G=? Z ~
@@
s_S$z @(
~
B@ G=? w ~
E@
c?
~
B@ G=?( \ ~
G@
+k?
~
B@ G=? ~
C@
T4?(
~
B@ G=? ] ~
A@
0 @(
~
B@ G=?( ~
G@
+k?(
~
B@ G=? ~
G@
+k?
~
B@ G=? ~
F@
l >;?
~
B@ G=?( ~
E@
c?
~
B@ G=? ~
C@
T4?
~
B@ G=?( ~
C@
T4?
~
B@ G=? D lZ Z Z RZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z
!
. "
#
0 k $
%
&
P '
(
)
. *
+
k ,
.m l@ -
eg mB .
/
1 0
1
2
l 3
l 4
0 L 5
6
` 7
8
0 9
B :
.m l@ ;
<
=
o . >
?
e ~
D@
?}x? !
~
B@ G=? ~
! C@ !
T4? "
~
! B@ ! G=? ~
" H@ "
K@ #
~
" B@ " G=?
~
# F@ #
l >;? $
~
# B@ # G=? ~
$ D@ $
?}x? %
~
$ B@ $ G=? ~
% F@ %
l >;? &
~
% B@ % G=?( ~
& F@ &
l >;?( '
~
& B@ & G=? % ~
' F@ '
l >;?( (
~
' B@ ' G=? ~
( D@ (
?}x? )
~
( B@ ( G=? ~
) D@ )
?}x? *
~
) B@ ) G=?( C ~
* A@ *
0 @ +
~
* B@ * G=?( ) ~
+ G@ +
+k? ,
~
+ B@ + G=? ~
, D@ ,
?}x? -
~
, B@ , G=?( ~
- F@ -
l >;? .
~
- B@ - G=?( ~
. D@ .
?}x?( /
~
. B@ . G=? ~
/ F@ /
l >;? 0
~
/ B@ / G=?( ~
0 D@ 0
?}x? 1
~
0 B@ 0 G=? / ~
1 E@ 1
c? 2
~
1 B@ 1 G=?( ~
2 D@ 2
?}x? 3
~
2 B@ 2 G=? 1 ~
3 C@ 3
T4? 4
~
3 B@ 3 G=? K ~
4 E@ 4
c? 5
~
4 B@ 4 G=? ~
5 G@ 5
+k? 6
~
5 B@ 5 G=? ~
6 C@ 6
T4?( 7
~
6 B@ 6 G=? ~
7 A@ 7
0 @ 8
~
7 B@ 7 G=? ~
8 C@ 8
T4? 9
~
8 B@ 8 G=?( O ~
9 F@ 9
l >;? :
~
9 B@ 9 G=? ~
: E@ :
c? ;
~
: B@ : G=?( ~
; E@ ;
c? <
~
; B@ ; G=? ~
< C@ <
T4?( =
~
< B@ < G=?( ~
= A@ =
0 @ >
~
= B@ = G=? T ~
> C@ >
T4? ?
~
> B@ > G=? A ~
? F@ ?
l >;? @
~
? B@ ? G=? > D
lZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z @
A
. B
C
0 k D
E
F
P G
H
I
. J
K
k L
.m l@ M
eg mB N
O
1 P
Q
R
l S
l T
0 L U
V
` W
X
0 Y
B Z
.m l@ [
\
]
o . ^
_
e ~
@ D@ @
?}x?( A
~
@ B@ @ G=?( ' ~
A F@ A
l >;? B
~
A B@ A G=?( ~
B D@ B
?}x? C
~
B B@ B G=? ~
C F@ C
l >;? D
C
x C
@n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
C B@ C G=?( C x C @n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
D H@ D
K@ E
C
~
D B@ D G=? C ~
E H@ E
K@ F
C
~
E B@ E G=? C ~
F D@ F
?}x? G
C
~
F B@ F G=? C ~
G F@ G
l >;? H
C
~
G B@ G G=? F C ~
H E@ H
c? I
C
~
H B@ H G=? C ~
I F@ I
l >;? J
C
~
I B@ I G=? C ~
J D@ J
?}x? K
C
~
J B@ J G=? C ~
K D@ K
?}x? L
C
~
K B@ K G=? C ~
L D@ L
?}x?( M
C
~
L B@ L G=? K C ~
M F@ M
l >;?( N
C
~
M B@ M G=? C ~
N B@ N
G=? O
C
~
N B@ N G=? C ~
O @@ O
s_S$z @ P
C
~
O B@ O G=? N C ~
P @@ P
s_S$z @ Q
C
~
P B@ P G=? o C ~
Q D@ Q
?}x? R
C
~
Q B@ Q G=? P C ~
R I@ R
o@ S
C
~
R B@ R G=? G C ~
S C@ S
T4? T
C
~
S B@ S G=? $ C ~
T G@ T
+k?( U
C
~
T B@ T G=? % C ~
U C@ U
T4? V
C
~
U B@ U G=? & C ~
V E@ V
c? W
C
~
V B@ V G=?( C ~
W F@ W
l >;? X
C
~
W B@ W G=? s C ~
X A@ X
0 @ Y
C
~
X B@ X G=?( C ~
Y D@ Y
?}x? Z
C
~
Y B@ Y G=?( C ~
Z H@ Z
K@ [
C
~
Z B@ Z G=?( Y C ~
[ H@ [
K@( \
C
~
[ B@ [ G=?( i C ~
\ E@ \
c? ]
C
~
\ B@ \ G=? C ~
] E@ ]
c? ^
C
~
] B@ ] G=? C ~
^ E@ ^
c? _
C
~
^ B@ ^ G=? C ~
_ D@ _
?}x? `
C
~
_ B@ _ G=? C D lZ Z Z RZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z `
a
. b
c
0 k d
e
f
P g
h
i
. j
k
k l
.m l@ m
eg mB n
o
1 p
q
r
l s
l t
0 L u
v
` w
x
0 y
B z
.m l@ {
|
}
o . ~
e ~
` E@ `
c? a
C
~
` B@ ` G=? C ~
a B@ a
G=? b
C
~
a B@ a G=?( C ~
b E@ b
c?( c
C
~
b B@ b G=? < C ~
c E@ c
c? d
C
~
c F@ c l >;? C ~
d E@ d
c? e
C
~
d F@ d l >;? C ~
e E@ e
c? f
C
~
e F@ e l >;?( d C ~
f D@ f
?}x? g
C
~
f F@ f l >;? C ~
g D@ g
?}x? h
C
~
g F@ g l >;? @ C ~
h A@ h
0 @( i
C
~
h F@ h l >;? C ~
i D@ i
?}x? j
C
~
i F@ i l >;? C ~
j C@ j
T4? k
C
~
j F@ j l >;?( / C ~
k F@ k
l >;? l
C
~
k F@ k l >;?( p C ~
l ?@ l
?J@( m
C
~
l F@ l l >;? C ~
m E@ m
c?( n
C
~
m F@ m l >;? C ~
n B@ n
G=? o
C
~
n F@ n l >;? C ~
o D@ o
?}x? p
C
~
o F@ o l >;?( C ~
p F@ p
l >;?( q
C
~
p F@ p l >;? C ~
q =@ q
T!!Q @ r
C
~
q F@ q l >;?( N C ~
r D@ r
?}x? s
C
~
r F@ r l >;?( 0 C ~
s C@ s
T4? t
C
~
s F@ s l >;? R C ~
t D@ t
?}x? u
C
~
t F@ t l >;? C ~
u C@ u
T4? v
C
~
u F@ u l >;? u C ~
v A@ v
0 @ w
C
~
v F@ v l >;? C ~
w A@ w
0 @ x
C
~
w F@ w l >;? C ~
x G@ x
+k? y
C
~
x F@ x l >;? C ~
y D@ y
?}x? z
C
~
y F@ y l >;?( C ~
z C@ z
T4?( {
C
~
z F@ z l >;? y C ~
{ E@ {
c?( |
C
~
{ F@ { l >;?( 4 C ~
| C@ |
T4? }
C
~
| F@ | l >;? C ~
} E@ }
c? ~
C
~
} F@ } l >;? ^ C ~
~ E@ ~
c?
C
~
~ F@ ~ l >;? _ C ~
C@
T4?
C
~
F@ l >;? C D
lZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z
.
0 k
P
.
k
.m l@
eg mB
1
l
l
0 L
`
0
B
.m l@
o .
e ~
C@
T4?
C
~
F@ l >;? C ~
C@
T4?
C
~
F@ l >;? C ~
E@
c?
C
~
F@ l >;? C ~
C@
T4?
x
@n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
F@ l >;? x @n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
I@
o@
~
F@ l >;?( ~
@@
s_S$z @
~
F@ l >;? ~
F@
l >;?
~
F@ l >;?( g ~
D@
?}x?
~
F@ l >;? ~
C@
T4?
~
F@ l >;?( ~
D@
?}x?
~
F@ l >;?( ~
C@
T4?(
~
F@ l >;? ~
G@
+k?
~
F@ l >;? ~
C@
T4?
~
F@ l >;?( ~
C@
T4?
~
F@ l >;? ~
D@
?}x?
~
F@ l >;? ~
F@
l >;?
~
F@ l >;?( O ~
E@
c?
~
F@ l >;? j ~
G@
+k?
~
F@ l >;? ~
D@
?}x?
~
F@ l >;? ~
C@
T4?
~
F@ l >;?( m ~
F@
l >;?(
~
F@ l >;? n ~
D@
?}x?
~
F@ l >;? & ~
G@
+k?
~
F@ l >;? ( ~
B@
G=?
~
F@ l >;? q ~
=@
T!!Q @
~
F@ l >;? r ~
F@
l >;?
~
F@ l >;? s ~
D@
?}x?(
~
F@ l >;? ~
G@
+k?(
~
F@ l >;? v ~
C@
T4?
~
F@ l >;? ~
F@
l >;?
~
F@ l >;? + ~
C@
T4?(
~
F@ l >;? } ~
C@
T4?
~
F@ l >;? ; D lZ Z Z RZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z
.
0 k
P
.
k
.m l@
eg mB
1
l
l
0 L
`
0
B
.m l@
o .
e ~
F@
l >;?(
~
F@ l >;? ~
I@
o@
~
F@ l >;? 8 ~
A@
0 @
~
F@ l >;?( ~
E@
c?(
~
F@ l >;? 9 ~
A@
0 @(
~
F@ l >;? ; ~
A@
0 @
~
F@ l >;? ~
D@
?}x?
~
F@ l >;?( ~
E@
c?
~
F@ l >;? ~
D@
?}x?
~
F@ l >;?( ~
H@
K@(
~
F@ l >;? ~
A@
0 @
~
F@ l >;? ~
D@
?}x?
~
F@ l >;? ~
A@
0 @(
~
F@ l >;? A ~
E@
c?(
~
F@ l >;? ~
D@
?}x?
~
F@ l >;? D ~
G@
+k?
~
F@ l >;? , ~
J@
O@
~
F@ l >;? F ~
B@
G=?
~
F@ l >;?( ~
E@
c?(
~
F@ l >;?( $ ~
H@
K@
~
F@ l >;? ~
A@
0 @
~
F@ l >;?( ~
F@
l >;?
~
F@ l >;? ? ~
D@
?}x?
~
F@ l >;? J ~
K@
3ե6"@
~
F@ l >;? ~
G@
+k?
~
F@ l >;? ~
F@
l >;?
~
F@ l >;? ~
G@
+k?
~
F@ l >;? 7 ~
H@
K@
~
F@ l >;?( ~
D@
?}x?
~
F@ l >;?( ~
E@
c?(
~
F@ l >;? ~
D@
?}x?(
~
F@ l >;?( ~
F@
l >;?
~
F@ l >;? D
lZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z
.
0 k
P
.
k
.m l@
eg mB
1
l
l
0 L
`
0
B
.m l@
o .
e ~
G@
+k?(
~
F@ l >;? ~
B@
G=?
~
F@ l >;? ~
A@
0 @
~
F@ l >;? [ ~
E@
c?
x
@n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
F@ l >;? \ x @n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
D@
?}x?
~
F@ l >;? ~
F@
l >;?
~
F@ l >;? ~
D@
?}x?
~
F@ l >;? ^ ~
E@
c?
~
F@ l >;? ~
B@
G=?
~
F@ l >;?( ~
@@
s_S$z @
~
F@ l >;?
~
@@
s_S$z @
~
F@ l >;? ~
E@
c?
~
F@ l >;? ~
A@
0 @
~
F@ l >;? C ~
E@
c?(
~
F@ l >;? ~
D@
?}x?
~
F@ l >;? ~
F@
l >;?
~
F@ l >;?( b ~
?@
?J@
~
F@ l >;? ~
C@
T4?(
~
F@ l >;? ~
C@
T4?
~
F@ l >;? ~
C@
T4?
~
F@ l >;? c ~
D@
?}x?
~
F@ l >;? ~
B@
G=?(
~
F@ l >;?( ~
B@
G=?
~
F@ l >;? ~
G@
+k?
~
F@ l >;? ~
G@
+k?
~
F@ l >;? ~
B@
G=?
~
F@ l >;? ~
D@
?}x?
~
F@ l >;? h ~
B@
G=?
~
F@ l >;? E ~
D@
?}x?
~
F@ l >;? ~
E@
c?(
~
F@ l >;? i ~
E@
c?
~
F@ l >;? ~
H@
K@
~
F@ l >;? D lZ Z Z RZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z
.
0 k
P
.
k
.m l@
eg mB
1
l
l
0 L
`
! " # $ % & ' ( ) * + , - . / 0 1 2 3 4 5 6 7 8 9 : C U > ? @ A B D Z N F G H I J K L M O P Q R S T V W X Y [ a \ ] ^ _ ` b c d e f g
0
B
.m l@
o .
e ~
A@
0 @(
~
F@ l >;?( ~
D@
?}x?
~
F@ l >;? ~
D@
?}x?
~
F@ l >;? l ~
E@
c?(
~
F@ l >;? ~
D@
?}x?
~
F@ l >;?( M ~
F@
l >;?
~
F@ l >;? ~
A@
0 @(
~
F@ l >;? ~
D@
?}x?
~
F@ l >;? # ~
F@
l >;?(
~
F@ l >;? ~
G@
+k?
~
F@ l >;? T ~
C@
T4?
~
F@ l >;? ~
E@
c?
~
F@ l >;? ~
C@
T4?
~
F@ l >;? V ~
D@
?}x?
~
F@ l >;?( ( ~
C@
T4?
~
F@ l >;?( ~
F@
l >;?
~
F@ l >;? [ ~
F@
l >;?
~
F@ l >;? ~
J@
O@
~
F@ l >;? ~
H@
K@
~
F@ l >;? . ~
C@
T4?
~
F@ l >;? ~
C@
T4?(
~
F@ l >;? 3 ~
B@
G=?
~
F@ l >;? 4 ~
B@
G=?(
~
F@ l >;? 5 ~
C@
T4?
~
F@ l >;?( ~
F@
l >;?
~
F@ l >;? ` ~
D@
?}x?(
~
F@ l >;?( ~
A@
0 @(
~
C@ T4? ~
D@
?}x?
~
C@ T4?( ? ~
E@
c?(
~
C@ T4?( D ~
B@
G=?
~
C@ T4?( ~
E@
c?
~
C@ T4? G ~
E@
c?
~
C@ T4? D
lZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z
.
0 k
P
.
k
.m l@
eg mB
1
l
l
0 L
`
0
B
.m l@
o .
e ~
C@
T4?
~
C@ T4? j ~
A@
0 @
~
C@ T4? J ~
@@
s_S$z @
~
C@ T4? q ~
I@
o@
x B
@n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
C@ T4? x B @n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
D@
?}x?(
~
C@ T4? l ~
A@
0 @(
~
C@ T4?( K ~
E@
c?
~
C@ T4?( ~
B@
G=?
~
C@ T4?( p ~
F@
l >;?
~
C@ T4?( r ~
A@
0 @
~
C@ T4?( s ~
H@
K@(
~
C@
T4? ~
G@
+k?
~
C@ T4? ~
E@
c?
~
C@ T4?( 2 ~
G@
+k?
~
C@
T4? J ~
A@
0 @
~
C@ T4?( ~
C@
T4?
~
C@ T4?( ~
F@
l >;?
~
C@ T4? t ~
F@
l >;?
~
C@ T4? ~
E@
c?
~
C@ T4?( ~
E@
c?
~
C@ T4?( | ~
I@
o@
~
C@ T4?( ~
F@
l >;?
~
C@ T4?( L ~
G@
+k?(
~
C@ T4?( ~
B@
G=?
~
C@ T4?( ` ~
C@
T4?
~
C@ T4?( ~
D@
?}x?
~
C@ T4?( ~
F@
l >;?
~
C@ T4? ~
B@
G=?
~
C@ T4?( d ~
D@
?}x?(
~
C@ T4?( ~
D@
?}x?
~
C@ T4?( ~
E@
c?
~
C@ T4?( ~
A@
0 @
~
C@ T4?( h D lZ Z Z RZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z
!
. "
#
0 k $
%
&
P '
(
)
. *
+
k ,
.m l@ -
eg mB .
/
1 0
1
2
l 3
l 4
0 L 5
6
` 7
8
0 9
B :
.m l@ ;
<
=
o . >
?
e ~
H@
K@ !
~
C@ T4? ~
! G@ !
+k?( "
~
! C@ ! T4? ~
" F@ "
l >;? #
~
" C@ " T4? ! ~
# D@ #
?}x? $
~
# C@ # T4? i ~
$ B@ $
G=? %
~
$ C@ $ T4?( p ~
% B@ %
G=? &
~
% C@ % T4? ~
& E@ &
c? '
~
& C@ & T4? ~
' E@ '
c?( (
~
' C@ ' T4? ~
( C@ (
T4? )
~
( C@ ( T4? ~
) @@ )
s_S$z @ *
~
) C@ ) T4? ~
* F@ *
l >;? +
~
* C@ * T4?( ~
+ G@ +
+k? ,
~
+ C@ + T4? | ~
, C@ ,
T4? -
~
, C@ , T4?( ~ ~
- E@ -
c?( .
~
- C@ - T4? ~
. E@ .
c? /
~
. C@ . T4? ~
/ I@ /
o@ 0
~
/ C@ / T4? ~
0 E@ 0
c? 1
~
0 C@ 0 T4? ~
1 C@ 1
T4? 2
~
1 C@ 1 T4? 0 ~
2 F@ 2
l >;? 3
~
2 C@ 2 T4? 1 ~
3 B@ 3
G=? 4
~
3 C@ 3 T4?( ~
4 B@ 4
G=? 5
~
4 C@ 4 T4? ~
5 C@ 5
T4? 6
~
5 C@ 5 T4? ~
6 B@ 6
G=? 7
~
6 C@ 6 T4? ~
7 I@ 7
o@ 8
~
7 C@ 7 T4? 6 ~
8 A@ 8
0 @ 9
~
8 C@ 8 T4? ~
9 E@ 9
c? :
~
9 C@ 9 T4?( ~
: E@ :
c? ;
~
: C@ : T4? ~
; H@ ;
K@ <
~
; C@ ; T4?( : ~
< G@ <
+k? =
~
< C@ < T4? ~
= D@ =
?}x? >
~
= C@ = T4?( < ~
> F@ >
l >;?( ?
~
> C@ > T4? = ~
? H@ ?
K@( @
~
? C@ ? T4?( D
lZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z @
A
. B
C
0 k D
E
F
P G
H
I
. J
K
k L
.m l@ M
eg mB N
O
1 P
Q
R
l S
l T
0 L U
V
` W
X
0 Y
B Z
.m l@ [
\
]
o . ^
_
e ~
@ C@ @
T4? A
~
@ C@ @ T4? ~
A A@ A
0 @ B
~
A C@ A T4?( ~
B ?@ B
?J@ C
~
B C@ B T4? X ~
C @@ C
s_S$z @ D
C
x C
@n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
C C@ C T4? B C x C @n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
D E@ D
c? E
C
~
D C@ D T4?( * C ~
E H@ E
K@ F
C
~
E C@ E T4? C ~
F A@ F
0 @( G
C
~
F C@ F T4? C ~
G E@ G
c?( H
C
~
G C@ G T4?( - C ~
H H@ H
K@( I
C
~
H C@ H T4? C ~
I D@ I
?}x? J
C
~
I C@ I T4? C ~
J B@ J
G=? K
C
~
J C@ J T4?( C ~
K D@ K
?}x?( L
C
~
K C@ K T4?( 2 C ~
L C@ L
T4? M
C
~
L C@ L T4? \ C ~
M A@ M
0 @ N
C
~
M C@ M T4? C ~
N E@ N
c? O
C
~
N C@ N T4? 5 C ~
O F@ O
l >;? P
C
~
O C@ O T4? C ~
P D@ P
?}x?( Q
C
~
P C@ P T4?( 8 C ~
Q B@ Q
G=? R
C
~
Q C@ Q T4? C ~
R C@ R
T4? S
C
~
R C@ R T4? C ~
S E@ S
c? T
C
~
S C@ S T4?( C ~
T E@ T
c? U
C
~
T C@ T T4?( < C ~
U F@ U
l >;? V
C
~
U C@ U T4? ? C ~
V E@ V
c? W
C
~
V C@ V T4? U C ~
W B@ W
G=? X
C
~
W C@ W T4?( V C ~
X G@ X
+k? Y
C
~
X C@ X T4?( ` C ~
Y B@ Y
G=? Z
C
~
Y C@ Y T4?( B C ~
Z F@ Z
l >;?( [
C
~
Z C@ Z T4?( C ~
[ C@ [
T4? \
C
~
[ C@ [ T4? Z C ~
\ B@ \
G=?( ]
C
~
\ C@ \ T4?( C ~
] C@ ]
T4?( ^
C
~
] C@ ] T4? C ~
^ D@ ^
?}x? _
C
~
^ C@ ^ T4? ] C ~
_ E@ _
c? `
C
~
_ C@ _ T4?( C D lZ Z Z RZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z `
a
. b
c
0 k d
e
f
P g
h
i
. j
k
k l
.m l@ m
eg mB n
o
1 p
q
r
l s
l t
0 L u
v
` w
x
0 y
B z
.m l@ {
|
}
o . ~
e ~
` B@ `
G=? a
C
~
` C@ ` T4?( C ~
a D@ a
?}x? b
C
~
a C@ a T4?( ) C ~
b C@ b
T4? c
C
~
b C@ b T4?( C ~
c E@ c
c? d
C
~
c C@ c T4? C ~
d C@ d
T4?( e
C
~
d C@ d T4?( C ~
e G@ e
+k?( f
C
~
e C@ e T4? d C ~
f E@ f
c? g
C
~
f C@ f T4?( C ~
g B@ g
G=? h
C
~
g C@ g T4? C ~
h G@ h
+k?( i
C
~
h C@ h T4? C ~
i C@ i
T4?( j
C
~
i C@ i T4? C ~
j D@ j
?}x? k
C
~
j C@ j T4? C ~
k D@ k
?}x? l
C
~
k C@ k T4?( C ~
l G@ l
+k?( m
C
~
l C@ l T4?( C ~
m B@ m
G=? n
C
~
m C@ m T4?( C ~
n E@ n
c? o
C
~
n C@ n T4? C ~
o E@ o
c?( p
C
~
o C@ o T4? C ~
p J@ p
O@ q
C
~
p C@ p T4? C ~
q E@ q
c? r
C
~
q C@ q T4?( C ~
r E@ r
c? s
C
~
r C@ r T4?( C ~
s D@ s
?}x?( t
C
~
s C@ s T4? g C ~
t H@ t
K@ u
C
~
t C@ t T4? X C ~
u D@ u
?}x?( v
C
~
u C@ u T4? I C ~
v F@ v
l >;?( w
C
~
v C@ v T4? C ~
w B@ w
G=?( x
C
~
w C@ w T4?( h C ~
x C@ x
T4?( y
C
~
x C@ x T4? C ~
y B@ y
G=? z
C
~
y C@ y T4? , C ~
z @@ z
s_S$z @ {
C
~
z C@ z T4?( y C ~
{ B@ {
G=? |
C
~
{ C@ { T4? j C ~
| B@ |
G=? }
C
~
| C@ | T4? { C ~
} C@ }
T4? ~
C
~
} C@ } T4? | C ~
~ C@ ~
T4?
C
~
~ C@ ~ T4? C ~
C@
T4?(
C
~
C@ T4? C D
lZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z
.
0 k
P
.
k
.m l@
eg mB
1
l
l
0 L
`
0
B
.m l@
o .
e ~
I@
o@
C
~
C@ T4? l C ~
B@
G=?(
C
~
C@ T4? m C ~
G@
+k?
C
~
C@ T4? C ~
F@
l >;?(
x
@n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
C@ T4? n x @n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
G@
+k?
~
C@ T4? - ~
D@
?}x?
~
C@ T4?( ~
F@
l >;?
~
C@ T4? 7 ~
D@
?}x?(
~
C@ T4? ~
E@
c?(
~
C@ T4? 8 ~
E@
c?(
~
E@ c? ~
F@
l >;?
~
E@ c? ~
=@
T!!Q @
~
E@ c? = ~
E@
c?
~
E@ c? e ~
A@
0 @
~
E@ c? g ~
F@
l >;?
~
E@ c? E ~
H@
K@
~
E@ c? ~
C@
T4?
~
E@ c? ~
E@
c?
~
E@ c? ~
F@
l >;?
~
E@ c? ~
D@
?}x?
~
E@ c? ~
F@
l >;?
~
E@ c? n ~
E@
c?
~
E@ c? ~
D@
?}x?
~
E@ c? o ~
E@
c?
~
E@ c? r ~
@@
s_S$z @(
~
E@ c? 1 ~
C@
T4?(
~
E@ c? ~
D@
?}x?
~
E@ c? ~
A@
0 @(
~
E@ c? ~
C@
T4?
~
E@ c? ~
C@
T4?
~
E@ c?( ~
F@
l >;?(
~
E@ c? Q ~
I@
o@(
~
E@ c? s D lZ Z Z RZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z
.
0 k
P
.
k
.m l@
eg mB
1
l
l
0 L
`
0
B
.m l@
o .
e ~
J@
O@
~
E@ c?( ~
E@
c?
~
E@ c? ~
G@
+k?
~
E@ c? ~
C@
T4?
~
E@ c?
~
F@
l >;?
~
E@ c? ~
B@
G=?
~
E@ c?( ~
E@
c?
~
E@ c? u ~
E@
c?
~
E@ c? V ~
D@
?}x?
~
E@ c? x ~
D@
?}x?
~
E@ c?( x ~
F@
l >;?(
~
E@ c?( ~
E@
c?
~
E@ c? [ ~
E@
c?
~
E@ c?( { ~
G@
+k?
~
E@ c? | ~
F@
l >;?
~
E@ c? ~
C@
T4?
~
E@ c? } ~
C@
T4?
~
E@ c?( ~
F@
l >;?
~
E@ c?( ~
B@
G=?
~
E@ c?( ~
G@
+k?(
~
E@ c? 5 ~
F@
l >;?(
~
E@ c?( ~
F@
l >;?
~
E@ c? ~
H@
K@
~
E@ c?( ~
E@
c?
~
E@ c?( 6 ~
F@
l >;?
~
E@ c? ~
G@
+k?
~
E@ c? f ~
F@
l >;?
~
E@ c? ~
E@
c?
~
E@ c?( ~
F@
l >;?
~
E@ c? ~
B@
G=?
~
E@ c? N ~
F@
l >;?
~
E@ c? ~
@@
s_S$z @
~
E@ c? D
lZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z
.
0 k
P
.
k
.m l@
eg mB
1
l
l
0 L
`
0
B
.m l@
o .
e ~
E@
c?
~
E@ c? 8 ~
F@
l >;?(
~
E@ c? ~
C@
T4?
~
E@ c? o ~
G@
+k?
x
@n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
E@ c? $ x @n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
F@
l >;?
~
E@ c? ~
D@
?}x?
~
E@ c? ~
D@
?}x?
~
E@ c?( ~
C@
T4?
~
E@ c? * ~
D@
?}x?
~
E@ c? S ~
B@
G=?
~
E@ c? ~
E@
c?(
~
E@ c?( ~
E@
c?
~
E@ c? y ~
E@
c?
~
E@ c? ~
E@
c?
~
E@ c? ~
@@
s_S$z @(
~
E@ c?( ~
?@
?J@
~
E@ c? ~
H@
K@(
~
E@ c? ~
F@
l >;?
~
E@ c?( . ~
G@
+k?
~
E@ c? / ~
D@
?}x?
~
E@ c? ~
B@
G=?
~
E@ c? 2 ~
I@
o@
~
E@ c? ~
C@
T4?
~
E@ c? ~
E@
c?
~
E@ c? ~
F@
l >;?
~
E@ c? ~
D@
?}x?
~
E@ c? " ~
D@
?}x?
~
E@ c? ~
D@
?}x?
~
E@ c? ~
F@
l >;?
~
E@ c? ~
D@
?}x?
~
E@ c? = ~
F@
l >;?
~
E@ c? ~
E@
c?
~
E@ c? D lZ Z Z RZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z
.
0 k
P
.
k
.m l@
eg mB
1
l
l
0 L
`
0
B
.m l@
o .
e ~
C@
T4?
~
E@ c? ~
D@
?}x?
~
E@ c?( ~
H@
K@
~
E@ c? ? ~
D@
?}x?
~
E@ c? ~
C@
T4?
~
E@ c? + ~
F@
l >;?
~
E@ c?( ~
D@
?}x?
~
E@ c? ~
F@
l >;?
~
E@ c? ~
F@
l >;?(
~
E@ c?( ~
F@
l >;?
~
E@ c? ~
C@
T4?
~
E@ c? ~
E@
c?
~
E@ c? 0 ~
F@
l >;?
~
E@ c? ~
J@
O@
~
E@ c? I ~
E@
c?(
~
E@ c? ~
H@
K@(
~
E@ c? % ~
C@
T4?
~
E@ c? ~
D@
?}x?
~
E@ c? ~
I@
o@(
~
E@ c? @ ~
D@
?}x?
~
E@ c? ~
E@
c?
~
E@ c? ~
F@
l >;?
~
E@ c? N ~
C@
T4?
~
E@ c? ~
D@
?}x?
~
E@ c? ~
J@
O@
~
E@ c? ~
E@
c?
~
E@ c? Q ~
H@
K@
~
E@ c?( ~
A@
0 @
~
E@ c? ; ~
C@
T4?
~
E@ c? ~
E@
c?
~
E@ c? ~
E@
c?
~
E@ c? ~
B@
G=?
~
E@ c?( D
lZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z
.
0 k
P
.
k
.m l@
eg mB
1
l
l
0 L
`
0
B
.m l@
o .
e ~
B@
G=?
~
E@ c? ~
E@
c?
~
E@ c? ~
F@
l >;?
~
E@ c? X ~
C@
T4?
x B
@n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
E@ c?( x B @n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
F@
l >;?
~
E@ c? ~
A@
0 @
~
E@ c?
~
B@
G=?
~
E@ c?( A ~
D@
?}x?
~
E@ c? ~
G@
+k?
~
E@ c? ~
@@
s_S$z @
~
E@ c? ~
F@
l >;?(
~
E@
c?( a ~
F@
l >;?(
~
E@ c? ~
D@
?}x?
~
E@ c?( C ~
G@
+k?
~
E@
c? D ~
A@
0 @
~
E@ c?
~
D@
?}x?(
~
E@ c? ~
C@
T4?
~
E@ c? ~
F@
l >;?
~
E@ c? a ~
F@
l >;?
~
E@ c? ~
D@
?}x?
~
E@ c? d ~
F@
l >;?
~
E@ c? ~
F@
l >;?
~
E@ c? ~
D@
?}x?
~
E@ c? ~
D@
?}x?
~
E@ c? g ~
C@
T4?
~
E@ c?( ~
E@
c?
~
E@ c? G ~
D@
?}x?
~
E@ c? j ~
A@
0 @
~
E@ c? ~
F@
l >;?
~
E@ c? ~
G@
+k?(
~
E@ c? ~
E@
c?(
~
E@ c? F ~
A@
0 @
~
E@ c? m D lZ Z Z RZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z
!
. "
#
0 k $
%
&
P '
(
)
. *
+
k ,
.m l@ -
eg mB .
/
1 0
1
2
l 3
l 4
0 L 5
6
` 7
8
0 9
B :
.m l@ ;
<
=
o . >
?
e ~
D@
?}x? !
~
E@ c? ~
! C@ !
T4? "
~
! E@ ! c? ~
" G@ "
+k? #
~
" E@ " c? ~
# B@ #
G=?( $
~
# E@ # c? + ~
$ D@ $
?}x? %
~
$ E@ $ c? ~
% B@ %
G=? &
~
% E@ % c? ~
& G@ &
+k?( '
~
& E@ & c? ~
' A@ '
0 @ (
~
' E@ ' c? ~
( C@ (
T4? )
~
( E@ ( c? ' ~
) F@ )
l >;?( *
~
) E@ ) c? H ~
* D@ *
?}x?( +
~
* E@ * c? u ~
+ E@ +
c? ,
~
+ E@ + c?( ~
, H@ ,
K@( -
~
, E@ , c? ~
- A@ -
0 @ .
~
- E@ - c? ~
. E@ .
c? /
~
. E@ . c? ~
/ B@ /
G=? 0
~
/ E@ / c? ~
0 B@ 0
G=? 1
~
0 E@ 0 c?( ~
1 @@ 1
s_S$z @ 2
~
1 E@ 1 c? ~
2 E@ 2
c?( 3
~
2 E@ 2 c? ~
3 C@ 3
T4? 4
~
3 E@ 3 c? ~
4 E@ 4
c? 5
~
4 E@ 4 c? ~
5 F@ 5
l >;? 6
~
5 E@ 5 c? ~
6 D@ 6
?}x? 7
~
6 E@ 6 c? _ ~
7 D@ 7
?}x?( 8
~
7 E@ 7 c? 6 ~
8 B@ 8
G=? 9
~
8 E@ 8 c? ~
9 F@ 9
l >;? :
~
9 E@ 9 c?( o ~
: E@ :
c? ;
~
: E@ : c? 9 ~
; B@ ;
G=? <
~
; E@ ; c? : ~
< B@ <
G=? =
~
< E@ < c? a ~
= D@ =
?}x? >
~
= D@ = ?}x? ~
> A@ >
0 @ ?
~
> D@ > ?}x?( f ~
? D@ ?
?}x? @
~
? D@ ? ?}x? D
lZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z @
A
. B
C
0 k D
E
F
P G
H
I
. J
K
k L
.m l@ M
eg mB N
O
1 P
Q
R
l S
l T
0 L U
V
` W
X
0 Y
B Z
.m l@ [
\
]
o . ^
_
e ~
@ E@ @
c? A
~
@ D@ @ ?}x? ~
A A@ A
0 @ B
~
A D@ A ?}x? ~
B D@ B
?}x? C
~
B D@ B ?}x? A ~
C D@ C
?}x? D
C
x C
@n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
C D@ C ?}x? B C x C @n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
D F@ D
l >;? E
C
~
D D@ D ?}x? C C ~
E F@ E
l >;? F
C
~
E D@ E ?}x?( C ~
F G@ F
+k? G
C
~
F D@ F ?}x?( C ~
G E@ G
c? H
C
~
G D@ G ?}x? C ~
H I@ H
o@ I
C
~
H D@ H ?}x? C ~
I E@ I
c? J
C
~
I D@ I ?}x? H C ~
J F@ J
l >;? K
C
~
J D@ J ?}x? C ~
K A@ K
0 @ L
C
~
K D@ K ?}x?( C ~
L F@ L
l >;? M
C
~
L D@ L ?}x?
C ~
M C@ M
T4? N
C
~
M D@ M ?}x?( L C ~
N D@ N
?}x? O
C
~
N D@ N ?}x?(
C ~
O C@ O
T4? P
C
~
O D@ O ?}x? q C ~
P B@ P
G=? Q
C
~
P D@ P ?}x? O C ~
Q B@ Q
G=? R
C
~
Q D@ Q ?}x? C ~
R @@ R
s_S$z @ S
C
~
R D@ R ?}x? C ~
S B@ S
G=? T
C
~
S D@ S ?}x?( 3 C ~
T D@ T
?}x? U
C
~
T D@ T ?}x? v C ~
U E@ U
c? V
C
~
U D@ U ?}x? T C ~
V B@ V
G=?( W
C
~
V D@ V ?}x?( v C ~
W D@ W
?}x? X
C
~
W D@ W ?}x? C ~
X E@ X
c?( Y
C
~
X D@ X ?}x? W C ~
Y B@ Y
G=?( Z
C
~
Y D@ Y ?}x? C ~
Z F@ Z
l >;? [
C
~
Z D@ Z ?}x? Y C ~
[ E@ [
c? \
C
~
[ D@ [ ?}x? C ~
\ B@ \
G=? ]
C
~
\ D@ \ ?}x? z C ~
] D@ ]
?}x?( ^
C
~
] D@ ] ?}x?( C ~
^ I@ ^
o@( _
C
~
^ D@ ^ ?}x?( C ~
_ D@ _
?}x? `
C
~
_ D@ _ ?}x? ~ C D lZ Z Z RZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z `
a
. b
c
0 k d
e
f
P g
h
i
. j
k
k l
.m l@ m
eg mB n
o
1 p
q
r
l s
l t
0 L u
v
` w
x
0 y
B z
.m l@ {
|
}
o . ~
e ~
` D@ `
?}x? a
C
~
` D@ ` ?}x? C ~
a F@ a
l >;?( b
C
~
a D@ a ?}x? C ~
b D@ b
?}x? c
C
~
b D@ b ?}x?( C ~
c A@ c
0 @ d
C
~
c D@ c ?}x?( b C ~
d F@ d
l >;? e
C
~
d D@ d ?}x? C ~
e C@ e
T4? f
C
~
e D@ e ?}x?( C ~
f A@ f
0 @ g
C
~
f D@ f ?}x? C ~
g B@ g
G=? h
C
~
g D@ g ?}x? C ~
h F@ h
l >;? i
C
~
h D@ h ?}x?( C ~
i ?@ i
?J@ j
C
~
i D@ i ?}x?( " C ~
j C@ j
T4? k
C
~
j D@ j ?}x? C ~
k G@ k
+k? l
C
~
k D@ k ?}x? C ~
l G@ l
+k? m
C
~
l D@ l ?}x?( k C ~
m D@ m
?}x?( n
C
~
m D@ m ?}x?( C ~
n C@ n
T4?( o
C
~
n D@ n ?}x?( C ~
o K@ o
3ե6"@( p
C
~
o D@ o ?}x?( C ~
p E@ p
c? q
C
~
p D@ p ?}x?( C ~
q E@ q
c? r
C
~
q D@ q ?}x? C ~
r F@ r
l >;? s
C
~
r D@ r ?}x? C ~
s H@ s
K@ t
C
~
s D@ s ?}x?( Q C ~
t C@ t
T4? u
C
~
t D@ t ?}x? C ~
u B@ u
G=?( v
C
~
u D@ u ?}x? t C ~
v @@ v
s_S$z @( w
C
~
v D@ v ?}x? u C ~
w E@ w
c?( x
C
~
w D@ w ?}x? : C ~
x D@ x
?}x? y
C
~
x D@ x ?}x? C ~
y B@ y
G=? z
C
~
y D@ y ?}x?( C ~
z C@ z
T4? {
C
~
z D@ z ?}x?( C ~
{ @@ {
s_S$z @ |
C
~
{ D@ { ?}x? z C ~
| C@ |
T4?( }
C
~
| D@ | ?}x?( C ~
} E@ }
c? ~
C
~
} D@ } ?}x? C ~
~ D@ ~
?}x?
C
~
~ D@ ~ ?}x? C ~
D@
?}x?
C
~
D@ ?}x?( , C D
lZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z
.
0 k
P
.
k
.m l@
eg mB
1
l
l
0 L
`
0
B
.m l@
o .
e ~
C@
T4?
C
~
D@ ?}x? C ~
D@
?}x?
C
~
D@ ?}x? C ~
D@
?}x?
C
~
D@ ?}x? 4 C ~
B@
G=?
x
@n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
D@ ?}x? 7 x @n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
B@
G=?
~
D@ ?}x? ~
H@
K@
~
D@ ?}x? ~
C@
T4?
~
D@ ?}x? ~
G@
+k?
~
D@ ?}x? ~
D@
?}x?
~
D@ ?}x? ~
E@
c?
~
D@ ?}x? ~
D@
?}x?
~
D@ ?}x? ~
F@
l >;?
~
D@ ?}x?( ~
C@
T4?
~
D@ ?}x? V ~
H@
K@(
~
D@ ?}x? ~
B@
G=?
~
D@ ?}x? ~
F@
l >;?(
~
D@ ?}x? ~
D@
?}x?
~
D@ ?}x?( ~
D@
?}x?
~
D@ ?}x? > ~
G@
+k?
~
D@ ?}x? ' ~
D@
?}x?
~
D@ ?}x? ( ~
B@
G=?
~
D@ ?}x? ~
G@
+k?
~
D@ ?}x? ~
F@
l >;?
~
D@ ?}x? ~
E@
c?(
~
D@ ?}x? ~
C@
T4?(
~
D@ ?}x? @ ~
C@
T4?
~
D@ ?}x? ~
D@
?}x?
~
D@ ?}x? ~
F@
l >;?
~
D@ ?}x? # ~
D@
?}x?
~
D@ ?}x?( G ~
E@
c?
~
D@ ?}x? . ~
H@
K@
~
D@ ?}x? ~
C@
T4?
~
D@ ?}x? D lZ Z Z RZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z
.
0 k
P
.
k
.m l@
eg mB
1
l
l
0 L
`
0
B
.m l@
o .
e ~
C@
T4?
~
D@ ?}x? ~
C@
T4?
~
D@ ?}x? ^ ~
D@
?}x?(
~
D@ ?}x?( 4 ~
D@
?}x?
~
D@ ?}x? ~
C@
T4?(
~
D@ ?}x? P ~
D@
?}x?(
~
D@ ?}x? 9 ~
G@
+k?
~
D@ ?}x? S ~
G@
+k?
~
D@ ?}x? ~
G@
+k?
~
D@ ?}x? ~
E@
c?(
~
D@ ?}x? _ ~
F@
l >;?(
~
D@ ?}x?( ~
F@
l >;?
~
D@ ?}x? ~
A@
0 @
~
D@ ?}x? ~
E@
c?(
~
D@ ?}x? ~
A@
0 @(
~
D@ ?}x?( Y ~
C@
T4?
~
D@ ?}x? ~
E@
c?(
~
D@ ?}x? ~
H@
K@
~
D@ ?}x? ~
G@
+k?
~
D@ ?}x? ~
A@
0 @
~
D@ ?}x? ` ~
B@
G=?
~
D@ ?}x?( ~
H@
K@
~
D@ ?}x?( ~
C@
T4?
~
D@ ?}x?( ~
E@
c?
~
D@ ?}x? ~
G@
+k?(
~
D@ ?}x? ~
H@
K@
~
D@ ?}x? b ~
C@
T4?
~
D@ ?}x?( c ~
C@
T4?(
~
D@ ?}x?( ~
G@
+k?
~
D@ ?}x? e ~
G@
+k?
~
D@ ?}x? * ~
H@
K@(
~
D@ ?}x? f ~
C@
T4?
~
D@ ?}x? H D
lZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z
.
0 k
P
.
k
.m l@
eg mB
1
l
l
0 L
`
0
B
.m l@
o .
e ~
E@
c?
~
D@ ?}x? ~
I@
o@
~
D@ ?}x? ~
C@
T4?
~
D@ ?}x? ~
D@
?}x?
x
(n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
D@ ?}x? x (n c L $<@ $<@L #~jD@ #~jD@ G L I +-@ I +-@~
G@
+k?
~
D@ ?}x? ~
E@
c?
~
D@ ?}x? ~
F@
l >;?
~
D@ ?}x?( ~
D@
?}x?
~
D@ ?}x? I ~
E@
c?
~
D@ ?}x? ~
F@
l >;?
~
D@ ?}x? ~
D@
?}x?(
~
D@ ?}x? ~
E@
c?
~
D@ ?}x? O ~
F@
l >;?(
~
D@ ?}x? ~
F@
l >;?
~
D@ ?}x? ~
C@
T4?
~
D@ ?}x? ~
G@
+k?(
~
D@ ?}x? n ~
B@
G=?(
~
D@ ?}x? R ~
G@
+k?
~
D@ ?}x?( S ~
A@
0 @(
~
D@ ?}x? U ~
B@
G=?(
~
D@ ?}x? , ~
E@
c?
~
D@ ?}x? ~
E@
c?
~
D@ ?}x? ~
C@
T4?(
~
D@ ?}x? ~
G@
+k?
~
D@ ?}x?( ) ~
C@
T4?
~
D@ ?}x? * ~
G@
+k?
~
D@ ?}x? ~
A@
0 @
~
D@ ?}x? v ~
B@
G=?
~
D@ ?}x? ~
F@
l >;?
~
D@ ?}x? ~
E@
c?(
~
D@ ?}x? + ~
C@
T4?
~
D@ ?}x? ~
H@
K@
~
D@ ?}x? D lZ Z Z RZ Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z
.
0 k
P
.
~
E@
c?
~
D@ ?}x? ~
E@
c?
~
D@ ?}x? z ~
E@
c?
~
D@ ?}x? ~
A@
0 @
~
D@ ?}x?( } ~
F@
l >;?
~
D@ ?}x?( ~
B@
G=?
~
D@ ?}x? ~ ~
E@
c?
~
D@ ?}x? ~
B@
G=?
~
D@ ?}x? ~
A@
0 @
~
D@ ?}x?( ~
D@
?}x?
~
D@ ?}x?( ~
D@
?}x?
~
D@ ?}x? Z Z Z Z Z Z Z Z Z Z F G . H I 0 k J K F G H I J K d
> @ d d @ 5 Sheet2
M o d u l e 1 E _ _ S R P _ 2 q _ _ S R P _ 3 m T h i s W o r k b o o k
"
! " # $ % & ' ( ) * + , . / 0 1 2 3 4 5 6 7 8 9 : ; < = ? @ A B C D E F G H I J K L M N P Q R S T U V W X Y Z [ \ ] ^ _ ` a b c d e f g h i j k l m n o p q r s t u v w x y z { | } ~ Ur ~ }
A a ) Y A y A i D R h | i , i4 i\ h | i , i i4 bo x h fXH | i
r h | i , i i4 i\ . | i r h | i , i i4 i\ Xff | i r h | i , i i4 i\ 4 | i i t h h | i , i i4 i\ . | i r h | i , i i4 i\ < | i t h $ h | i , i i4 i\ $ l I Ur ` a p x M # v EM ( LS S S < '0{00020819-0000-0000-C000-000000000046} 8 ( 3 . $ H x Attribut e VB_Nam e = "Thi sWorkbook"
Bas 0{00020819- 0C $0046} z CreatablAFalse Predecla DId Tru !E xposeTe mplateDeriv#bCus`tomiza x M! # S h e e t 1 - S h e e t 2 > _ V B A _ P R O J E C T O W d i r v EM ( LS S S < '0{00020820-0000-0000-C000-000000000046} 8 ( $ H x MV $ x | EM ,
6 L L L < 0 < 4 < 8 < < < I2u *\Rffff*e49803275 *\R1*#180 *\R1*#c4 *\R1*#b5 *\R1*#8c *\R1*#99 *\R1*#b *\R1*#41 *\R1*#17d *\R1*#b3 *\R1*#3d $ 0 ffic $ h $ $ $ p ael ` Hk $ t
14 BDHLNP ael ,Macro recorded 1/28/2009 by Michael Sorenson h ,FJR"&4 @ @ @ ( @ @ @ @ @ @ @ @ X @ px @ h @ X @H $(* P> < X 8 " 4 & R ^ @ $ r
. $ r . X $ r 0
4 X & t h
. $ r < & t l p
Macro1 Macro ffic - Macro recorded 1/28/2009 by Michael Sorenson cati Keyboard Shortcut: Option+Cmd+t @B
" & $ ( * @B . A1 , %. %0 @BJ 2 % @BJ @8 A1:C170 , %0 @BJ @ 4 (6@ @` @B A A1 , %. %0 @BJ @@ l l h
Macro2 Macro @0 - Macro recorded 1/28/2009 by Michael Sorenson Keyboard Shortcut: Option+Cmd+t - @B A1 , %. %0 @BJ ss
" & $ ( * @B 4 (6 @B A1 , %. %0 @BJ > < @B: A1:C170 , %. %0 @BJ 4 (6 # A1 , %. %0 B F D J H L N R P @B@
Macro1 Macro - Macro recorded 1/28/2009 by Michael Sorenson Keyboard Shortcut: Option+Cmd+t A1:B170 , %0 @BJ ߴ # A1 , %. %0 B F D J H L N R P @B@ s A1 , %. %0 @BJ @B A1 , %. %0 @BJ
" & $ ( * @B A1 , %. %0 @BJ 4 (6 A1 , %. %0 @BJ : @B A1 , %. %0 @BJ > < @B: aQ7 A1 , %. %0 @BJ t` ca $ 0 (sP 8 L ` Attribut e VB_Nam e = "Mod ule1"
Su b Macro1X()
H. D escripti onpV rec orded 1/ 28/2009 by Micha el Sorenson"Pro cData\In voke_Func\t\r14"
'
'$v?Keyboar d Shortc ut: Ob+CPmd+t A ctiveCel l.Range( "A1:B170 ").Selec\t
. mt" -1:= Of fset(0, 1)$"), Oer _$&x lAscendi ng, Head er:=xlGuessCust@om:=1, t chCase:=@False,$Orientá TopToBot7 6P3
(9Co pyW8SPas teSpecial (Val 98perF-Non 5SkipBla`nks:=H8s t d o l e
% *\H{0002`0430- C
0046} #2.0#0#M acintosh HD:Appl ications :Microso ft Offiche 2 7: LE Automp\2#O
I MSFor ms> S F _r m sP / ; 1*|\G`S``00}#0`# ў00 92C78480 -A79F-11D0-8ADF0 A0C91110EB HB1` B,QBV!B+BThisWor@kbookN2
T h iE VWbWk b o$ k~"
zSheeVtg2bS
e9t q ! 2"
2 2)"&e K*d Ur ~ ~ ~ ~ ~ ~ ~ ~ ~ j ߾ݏ $s _ _ S R P _ 0
_ _ S R P _ 1 P R O J E C T w m k P R O J E C T ' a Y A
) ! Module1
VBAProject F VMacintosh HD:Applications:Microsoft Office 2004:Office:Visual Basic for Applications\0 VBA
( F [Macintosh HD:Applications:Microsoft Office 2004:Office:Type Libraries:Excel 11 Type Library Excel
) Q 8 0 F QMacintosh HD:Applications:Microsoft Office 2004:Office:Microsoft OLE Automation\2 stdole
H 9hЊ VMacintosh HD:Applications:Microsoft Office 2004:Office:Visual Basic for Applications\3 MSForms
) y Q X
E..`M DŽЊ VMacintosh HD:Applications:Microsoft Office 2004:Office:Visual Basic for Applications\2
y h -L[ DR \Macintosh HD:Applications:Microsoft Office 2004:Office:Type Libraries:Office 11 Type Library Office
x Macro1
F y F % x F F / % x A1:B170 y & | A1 Sort Key1 Order1 Header OrderCustom MatchCase Orientation Copy PasteSpecial Paste Operation
SkipBlanks Transpose F & | Insert Shift ThisWorkbook Sheet1 Sheet2 Sheet3 A Ur
,Macro recorded 1/28/2009 by Michael Sorenson t
14 d Module1 M o d u l e 1 ThisWorkbook T h i s W o r k b o o k Sheet1 S h e e t 1 Sheet2 S h e e t 2 ID="{9D123B16-ED50-11DD-B1E0-00112473D8EC}"
Module=Module1
Document=ThisWorkbook/&H00000000
Document=Sheet1/&H00000000
Document=Sheet2/&H00000000
Name="VBAProject"
HelpContextID="0"
CMG="7072CE34D234D234D234D2"
DPB="D0D26E916F916F91"
GC="30328EF18FF18F0E"
[Host Extender Info]
&H00000001={3832D640-CF90-11CF-8E43-00A0C911005A};VBE;&H00000000
[Workspace]
Module1=254, 1, 715, 474, C
ThisWorkbook=0, 0, 0, 0, C
Sheet1=0, 0, 0, 0, C
Sheet2=0, 0, 0, 0, C
Oh +'0
@ H d ' Michael Sorenson Michael Sorenson Microsof S u m m a r y I n f o r m a t i o n (
D o c u m e n t S u m m a r y I n f o r m a t i o n 8 0 C o m p O b j X t Excel @ R G PICT U H H U
U " z " " " " " " " " y " " " " " " " " " { " " " " " " " " | " " " " " " S S
S T " e
"
"
" T
" d " " " S " " f " " "
" g
"
"
1 " " " "
"
" " "
DDQQ^^ ,
Lucida Grande
. +
x1
| *
2
*
3
*
4
*
5
*
6
*
7
*
8
U ( <A )LB )JC )RD
U " " " " "
zT ,
#Verdana #
( ^ Count of *
heterozygotes *
in Column B
U ( Alleles )KRand() )K Genotypes ( A )N
0.04550018 )HAA )45 ( A )N
0.40256607 ( C )N
0.81068839 )HCC ( C )N
0.86750766 ( C )N
0.39135379 )HCA
z ( #This example uses the same data as *
$on the previous page. 99 A's and 71 *
"C's are in column A. Column B has *
$random numbers, which can be sorted *
!to provide a random order of the *
#alleles in A, and then combined to *
#form 85 diploid genotypes randomly *
"formed from 99 A and 71 C alleles.
U " e " " { e [ " { [ T T U z zU U U U U U U U T @
՜. +,0 P X t |
' Boston University HW exact test example Permutation test example Worksheets F Microsoft Excel Worksheet 8FIB Excel.Sheet.8