*D(E5* +?-> *$$8<% 5 ) < / &gt

! "#$%&'( ) *$+ ,-./% . 01#%*$% 2/% & 0% 3%& 4 -567 +8 .%

./%9

:; < #$% +#%*$0<0

=; > ?->-6/+.% /

@; A5 5 +?-> *8<%+2- B; C.*$0<0

#

$

% +#%*$0<45 0 ?55 %5C+*$,2< <8'1'$+8.%

< ./%9

:; &'( % ? + *D(E5* +?-> *$$8<% 5 ) < /

>+* .- *$+,-./% . 01#% ?->-(F>"D. + . 01#%*$% 2/% &

0% 3%& 4 -56

=; 4 %57 < #%48% ?55 %5C+.+ %5? + ?->

.C6> G0 1'$9<?5/?55 %5C+%% @ / ./%9

/ *$: C+ $ 58<%+2-*$9 8% ,2<.%5?55 %5C+

?55 %5C+< > & .G9<?/"&% 6C 3" >5 &'( ?-> 9<H-$./%

#

% 1'$+-(F>?55 +I 8<%

/*$= ?55 %5C+ $ 58<%+2--(F>"D. + . 01#%*$% 2/

% &8% ,2<.%5?55 %5C+1'$+-(F> ?55 +J 8<%

@I /*$@ C+ $ 58<%+2-) < / >+* .- *$+,-./% . 01#%*$% 2/% &8% ,2<.%5?55 %5C+1'$+-(F> ?55 %5C++. /

>+F /?559- G*KLMN ONLPQ R! I >5 +:S8<% 7 + FTG 04<>?

./%9

I >? 4+ C'+ + U0 . 01#%+ *$6 B >? 4+ C'+ + U0 . 01#%+

@ >? 4+ C'+ + U0 . 01#%+ *$6

= >? 4+ C'+ + U0 . 01#% <% : >? 4+ C'+ + U0 . 01#% <% *$6

@; ?55 %5C+*$<8' %% G*$'( < <% >"#$%. %5 + C2.<% ?->4 + #$%+$./%9

!" # " $%

,2< 9<?55 %5C+*$<8' 45 9* %5"#$%04<?55 %5C++

+*$. VRLWLN ! ?-> + / #$%C#% ORL XLRLN ! 7 ,2< 9<?55 %5C+*$

<8'+. %5 + #$%+$

:; 4 +C2.<% *$. .+ #%4 YZPNPN VRLWLN ! ,2< 9<5 +?->

<?55 %5C+7 >6.G %5*D(E*$$8<% ?->9< %04<% G*$'(

" F. %5 #%47 <?55 %5C+1'$% G9<04<?> "#$% 5 6?<98

?-< +04<. %504+/ 5 6?<98 *$/"%0+ + 4+>+?->. .+

#

%4?->7 <8% ?55 %5C+?-< '0< ?55 %5C+0

=; * %5?55 %5C+7 ,2< ?55 %5C+*$0<0 &'( 9*

*-% 0<[ \N N! I] 67 9* %55-6/+.% /*$+-(F>0-< 5 -6/+.% / "#$% -5+* %54 / +*$. VRLWLN !

@; >4G + /#$%C#%8% ?55 %5C+O RL XLRLN ! 7 0<^4 /+ >*^_

?%-` YZaaLL PN bRc ! 8% % 5 YZPX ! ?-< ?55 %5C+*$9<5-5#+

?<988<%5"/% 04<4+>++#$%?<98 5<% ?-< '* A5 5 +8<%+2-5-6/+.% / 04<5.+*$4 9<

@d 4 / + #$%+$8% ?55 %5C+7 0<2.8% % 5 YZPX e :ff] e cc;=]=\=]B!

2 2

1 1 _Total

items

k S

SumS k

k

4 04< _k g /+ >*^_8% + #$%+$

k g 8<%8% ?55 %5C+

items2

SumS g ,- +8% >? +? 8<%

2 Total

S g >? +? 8% ?55 %5C+*H55

& '( )%(%*+ * :; >

> *$0<0 &'( #% > 0 S.5-8% % 3%&

4 -56 4.6*$-#% 0 8. #$% <"#*$ 32+3 8..> %% 1'$ "#*$

%6. 4 +*$+ + U?->+ > % 2/4 ?/ /" * 5(*?->-6/+

> *$+ -1#% 2 +C' ./ >*&8<+% & + 7 +*$% 2/% &5 F %5

% 3%& 4 -56+* S.5-9<?/.5-?4-+H5 .5-5/% .5-5'.5- 4 % 8+.5-5 ">.5-8 * .5-& .5-6& _

=; -6/+.% /

-6/+.% /*$0<0 0 ,2< * 5 > *$?/% " >H>

0 4 8 8% -6/+.% /,2< 9< 6/+ -6/+.% / > * :f@edBI ?-> A5?55 %5C+ 0<?55 %5C+ B]] 6.+. 4 8

-6/+.% /7 *$+>5 + #$%+$fIh4#% >5 U;]Ih

@J

%*+ * ,-. /0 1 1 '( 0 2 F8 .% / > *4+ 7 0<2../%9

n g

: i ⁼ g :f@edBI

: i:f@edBI ];]I!⁼ g B]] .% /

4 04<n #% 8 8% -6/+.% /

#

% 8 8% >

#

% / +- -#$% 8% -#% .% /*$%+59<

1'$0 4 / +- -#$% */5Ih

# )%(01" $%

:; A5 5 +8<%+2-0 ,2< 9< 5 +8<%+2-7 0<

?55 %5C+ : 6./% : 7 ,2< 0<^6/+.% /?55 > % / /

YZP PLP LjcROPWZj jcRLPQ!,2< 9<* * %5 + /#$%C#% ORL XLRLN ! 8%

?55 %5C++#$% %5?->?<98?55 %5C+ ,- * %5 *$.<% '*

?55 %5C+ *4+ B]] 61'$,2< >* > 9.+.5-S.5-7 %50

% 3%& 4 -567 ,2<.%5?55 %5C+*6 + C.%5 C+9<5*6 C+

+#$% A5 5 + A,2< * . %5 + 5C< +52FG8% ?55 %5C+3 4- A

5 5 +8<%+2-

:;: ?55 %5C+*$9<+. %5 -#% H">?55 %5C+*$ H55 +52FG9< B]] H55 <% ->:]]

:;= 8<%+2-9 >4G7 0<7 ? +%+" .% G A2 c aZ kLPWZk

?-< %0 2. ?->?-,-7 5 .+- 5

@S 3 4+ (5" $%

,2< 9< >4G8<%+2-7 0<7 ? + A2 4 5 * +& .GN NL NL R[ MQaZl ZL R L P m[ aZnLPWZk! 7 -#% H">^

>4G8<%+2-*$% -<% 56+6/4+ ?->++6.o :; >4G8<%+2-8% -6/+.% /

:;: 8<%+2-< > & .G8% > 0% 3%& 4 -56 :;= 8<%+2- . 01#%*$% 2/% &8% > 0% 3%& 4 -56 1'$C.*$0<#% /C."#o ?55<% ->[ PNQ! 2.0 F #%

100 n x P f

4 04< P g /<% ->

f g +C$*$.<% ?- <% ->

n g +C$*4+

@f

=; >4G8<%+2- $ 5 + 4A #$% ) < / >+* .- *$+ ,-./% . 01#%*$% 2/% &8% > 0 % 3%& 4 -56

=;: /H-$ 2.0 F #%

N X X

4 04< X g /H-$

X g ,- +8% >? *4+

N g 0 -6/+*4+

=;= +5$5 +.o N PWWp L NLZP! 2& &G.>e=IB:e 4 <B]!

) 1 (

)

( ²

2

N N

X X

SD N

4 04< SD g +5$5 +.o

X2 g ,-5 8% >? ?./->. - %

X ² g ,-5 8% >? *4+ - %

N g 0 -6/+*4+

0 ?- +4+ 8% /H-$ >4G8<%+2-9< >4G +4+ 8% /H-$

.+4- 56U +& >% e =IBIe 4 <:]@!

B;I: q I;]] 4+ +/ +>5 + U+ *$6

@;I: q B;I] 4+ +/ +>5 + U+

=;I: q @;I] 4+ +/ +>5 + U - :;I: q =;I] 4+ +/ +>5 + U <% :;]] q :;I] 4+ +/ +>5 + U <% *$6

B]

@; >4G +?../ >4/= .? *$ % >./% 7 0<

>4G/C.*$0<0 ? ? N\pL N LXNLZP

< 2.0 F #% & "(G e =IBSe4 <:d:!

2 2 2 1 1 2

2 1

n S n S

X t X

+#$% t ?* /C.*$0<0 " F

X1 ?* /H-$8% -6/+:

X2 ?* /H-$8% -6/+=

1

S2 ?* / +? 8% -6/+:

2

S2 ?* / +? 8% -6/+=

n1 ?* 0 -6/+.% /8% -6/+:

n2 ?* 0 -6/+.% /8% -6/+=

B; * %5 ++" ^G>4/.? % .? C.*$0<#% 9\ ? G Y L\ r ! & "(G e =IBI e4 <=IJ!

2

1 2

1

2

2 ( )

i j ij

ij ij

E E X O

+#$%O_ij g +C$8% -(F>*$L8% -6/+*$s*$9< A58<%+2- +#$% E_ijg +C$8% -(F>*$L 8% -6/+*$s*$9< 4

B:

I; >4G +?../ >4/= .? 8'9 0< >4G/ +

? ?55* tPq k PRL Za L P mbutVb! ?->C<"5/+ +?../

'* 5*5 +?../ 2/< ^ Kp;

< 2.0 F #% & "(G e =IBSe4 <=]]!

w b

MS F MS

+#$% F ?* /? ? 8% F MSb ?* / +? >4/ -6/+

MSw ?* / +? 3 0 -6/+