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]YAYO]YOMAK OE@G^GEMGJysdjg}o} Yg}oeh d` @ogki Hdak Iaa

As~ok 1:+ >33?

]wnfogi Yd< I~% Fw}}a~a Ako Bjae

]wnfogi Ny< ]wkgfae Ajfgi Ako *>33:&1&91&:879/Fwjaffai Bjw~~af \aba~oa *>33:&1&91&::83/

^gjae Fgfde *>33:&1&38&?===/

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Yankg d` Mdeygey}Yankg d` Mdege} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% >

Oe~diwmode d Jysdjg}o} Yg}oeh %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% =

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% =

Ewkk Jysdjg}o} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% 9

Akg~eaopg Jysdjg}o} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% 9

Yg} ]ao}om %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% 7

M~oomak Pakwg*}/ %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% 7

M~oomak ghode %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% 7

]oheo`omaemg Kgpgk %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% 7

Deg&}oigi Yg} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% 7

Yxd&]oigi Yg} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% 8

Yg}oeh d` Jysdjg}o} *^gak Gzafskg/ %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% ?

Iaa Ig}m~osode %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% ?

Jysdjg}o} d` Iaa %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% 13

Aeaky}o} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% 13

Mdemkw}ode %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% 1>

Assgeioz ]afskg Iaa %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% 1=

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Oey~diwmyode yd Jsdyjg}o} Yg}yoeh

Yjg na}om oiga d` jysdjg}o} g}oeh o} d gzafoeg jg S~dnanokoy ja jg ~g}wk d` a}wiy mdwki japg ngge dnaoegi gpge o` jg amwak }owaode xa} ja jggzsg~ofgeak ~gafge d~ mdfsa~o}de faig ed io``g~gemg% ]goeh ws aei g}oehjysdjg}g} o} ae g}}geoak sa~ d` }ao}omak oe`g~gemg% Oe d~ig~ d `d~fwkag }wmj ag}+ w}wakky }dfg jgd~y ja} ngge sw `d~xa~i+ gojg~ ngmaw}g o o} ngkogpgi d ng~wg d~ ngmaw}g o o} d ng w}gi a} a na}o} `d~ a~hwfge+ nw ja} ed ngge s~dpgi+`d~ gzafskg+ mkaofoeh ja a egx i~wh o} ngg~ jae jg mw~~ge i~wh `d~ ~gafged` jg }afg }yfsdf}%

Oe gamj s~dnkgf mde}oig~gi+ jg qwg}ode d` oeg~g} o} }ofsko ogi oed xdmdfsgoeh mkaof} $ jysdjg}g} ngxgge xjomj xg japg a mjdomg2 jg ewkkjysdjg}o}+ igedgi J3+ ahaoe} jg akg~eaopg jysdjg}o}+ igedgi J1% Yjg}g xdmdfsgoeh mkaof} $ jysdjg}g} a~g ed jdxgpg~ ~gagi de ae gqwak na}o}< }sgmoakmde}oig~aode o} hopge d jg ewkk jysdjg}o}%

Xg japg xd mdffde }owaode}% O` deg d` jg xd jysdjg}g} o} (}ofskg~( xg hopg o s~od~oy }d ja a fd~g(mdfskomagi( jgd~y o} ed aidsgi wekg}} jg~g o} }w``omoge gpoigemg ahaoe}jg }ofskg~ deg% @d~ gzafskg+ o o} (}ofskg~( d mkaof ja jg~g o} edio``g~gemg oe `kapd~ ngxgge mdbg aei iog mdbg jae o o} d }ay ja jg~g o}a io``g~gemg%

Yjg jysdjg}g} a~g d`ge }agfge} andw sdswkaode sa~afgg~} kobg gzsgmgipakwg aei pa~oaemg2 `d~ gzafskg J3 fohj ng ja jg gzsgmgi pakwg d` jg jgohjd` ge yga~ dki ndy} oe jg ]mdo}j sdswkaode o} ed io``g~ge `~df ja d` ge yga~dki ho~k}% A jysdjg}o} fohj ak}d ng a }agfge andw jg io}~onwodeak `d~f d` amja~amg~o}om d` oeg~g}+ `d~ gzafskg ja jg jgohj d` ge yga~ dki ndy} o}ed~fakky io}~onwgi xojoe jg ]mdo}j sdswkaode%

Yjg dwmdfg d` a jysdjg}o} g} o} .^glgm J3 oe `apd~ d` J1. d~ .Id ed ~glgm J3.%

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Ewkk Jsdyjg}o}

Yjg ewkk jysdjg}o}+ J3+ ~gs~g}ge} a jgd~y ja ja} ngge sw `d~xa~i+ gojg~ngmaw}g o o} ngkogpgi d ng ~wg d~ ngmaw}g o o} d ng w}gi a} a na}o} `d~ a~hwfge+

nw ja} ed ngge s~dpgi% @d~ gzafskg+ oe a mkoeomak ~oak d` a egx i~wh+ jg ewkkjysdjg}o} fohj ng ja jg egx i~wh o} ed ngg~+ de apg~ahg+ jae jg mw~~gei~wh% Xg xdwki x~og

J3< jg~g o} ed io``g~gemg ngxgge jg xd i~wh} de apg~ahg%

Xg hopg }sgmoak mde}oig~aode d jg ewkk jysdjg}o}% Yjo} o} iwg d jg `am ja jgewkk jysdjg}o} ~gkag} d jg }agfge ngoeh g}gi+ xjg~ga} jg akg~eaopgjysdjg}o} ~gkag} d jg }agfge d ng ammgsgi o` $ xjge jg ewkk o} ~glgmgi%

Yjg `oeak mdemkw}ode demg jg g} ja} ngge ma~~ogi dw o} akxay} hopge oe g~f} d`jg ewkk jysdjg}o}% Xg gojg~ .^glgm J3 oe `apdw~ d` J1. d~ .Id ed ~glgm J3.2 xg

egpg~mdemkwig .^glgm J1.+ d~ gpge .Ammgs J1.%

O` xg mdemkwig .Id ed ~glgm J3.+ jo} idg} ed egmg}}a~oky fgae ja jg ewkkjysdjg}o} o} ~wg+ o deky }whhg}} ja jg~g o} ed }w``omoge gpoigemg ahaoe} J3 oe`apdw~ d` J1% ^glgmoeh jg ewkk jysdjg}o} jge+ }whhg}} ja jg akg~eaopgjysdjg}o} fayng ~wg%

Akyg~eayopg Jsdyjg}o}Yjg akg~eaopg jysdjg}o}+ J1+ o} a }agfge d` xja a }ao}omak jysdjg}o} g} o}

}g ws d g}anko}j% @d~ gzafskg+ oe a mkoeomak ~oak d` a egx i~wh+ jg akg~eaopgjysdjg}o} fohj ng ja jg egx i~wh ja} a io``g~ge g``gm+ de apg~ahg+ mdfsa~gid ja d` jg mw~~ge i~wh% Xg xdwki x~og

J1< jg xd i~wh} japg io``g~ge g``gm}+ de apg~ahg%

Yjg akg~eaopg jysdjg}o} fohj ak}d ng ja jg egx i~wh o} ngg~+ de apg~ahg+jae jg mw~~ge i~wh% Oe jo} ma}g xg xdwki x~og

J1< jg egx i~wh o} ngg~ jae jg mw~~ge i~wh+ de apg~ahg%

Yjg `oeak mdemkw}ode demg jg g} ja} ngge ma~~ogi dw o} akxay} hopge oe g~f} d`

jg ewkk jysdjg}o}% Xg gojg~ .^glgm J3 oe `apd~ d` J1. d~ .Id ed ~glgm J3.% Xgegpg~ mdemkwig .^glgm J1.+ d~ gpge .Ammgs J1.%

O` xg mdemkwig .Id ed ~glgm J3.+ jo} idg} ed egmg}}a~oky fgae ja jg ewkkjysdjg}o} o} ~wg+ o deky }whhg}} ja jg~g o} ed }w``omoge gpoigemg ahaoe} J3 oe`apd~ d` J1% ^glgmoeh jg ewkk jysdjg}o} jge+ }whhg}} ja jg akg~eaopgjysdjg}o} fayng ~wg%

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Yg}y ]yayo}yom

A g} }ao}om o} a qwaeoy makmwkagi `~df dw~ }afskg d` iaa% O} pakwg o} w}gi digmoig xjgjg~ d~ ed jg ewkk jysdjg}o} }jdwki ng ~glgmgi oe dw~ jysdjg}o} g}%Yjg mjdomg d` a g} }ao}om xokk igsgei de jg a}}wfgi s~dnanokoy fdigk aei jgjysdjg}g} weig~ qwg}ode%

M~oyomak Pakwg*}/

Yjg m~oomak pakwg*}/ `d~ a jysdjg}o} g} o} a j~g}jdki d xjomj jg pakwg d` jgg} }ao}om oe a }afskg o} mdfsa~gi d igg~foeg xjgjg~ d~ ed jg ewkkjysdjg}o} o} ~glgmgi%Yjg m~oomak pakwg `d~ aey jysdjg}o} g} igsgei} de jg

}oheo`omaemg kgpgk a xjomj jg g} o} ma~~ogi dw+ aei xjgjg~ jg g} o} deg&}oigid~ xd&}oigi%

M~oyomak ^ghode

Yjg m~oomak ~ghode M^+ d~ ~glgmode ~ghode ^^+ o} a }g d` pakwg} d` jg g} }ao}om`d~ xjomj jg ewkk jysdjg}o} o} ~glgmgi oe a jysdjg}o} g}% Yja o}+ jg }afskg}samg `d~ jg g} }ao}om o} sa~oodegi oed xd ~ghode}2 deg ~ghode *jg m~oomak~ghode/ xokk kgai w} d ~glgm jg ewkk jysdjg}o} J 3+ jg djg~ xokk ed% ]d+ o` jgdn}g~pgi pakwg d` jg g} }ao}om o} a fgfng~ d` jg m~oomak ~ghode+ xg mdemkwig.^glgm J3.2 o` o o} ed a fgfng~ d` jg m~oomak ~ghode jge xg mdemkwig .Id ed~glgm J3.%

]oheo`omaemg Kgpgk

Yjg }oheo`omaemg kgpgk d` a }ao}omak jysdjg}o} g} o} a `ozgi s~dnanokoy d` x~dehky~glgmoeh jg ewkk jysdjg}o} J3+ o` o o} oe `am ~wg%

O o} jg s~dnanokoy d` a Yysg O g~~d~ aei o} }g ny jg oepg}ohad~ oe ~gkaode d jgmde}gqwgemg} d` }wmj ae g~~d~% Yja o}+ xg xae d fabg jg }oheo`omaemg kgpgk a}}fakk a} sd}}onkg oe d~ig~ d s~dgm jg ewkk jysdjg}o} aei d s~gpge+ a} `a~ a}sd}}onkg+ jg oepg}ohad~ ~df oeaipg~geky faboeh ak}g mkaof}%

Yjg }oheo`omaemg kgpgk o} w}wakky igedgi ny ]oheo`omaemg Kgpgk 6 S*Yysg O g~~d~/ 6

W}wakky+ jg }oheo`omaemg kgpgk o} mjd}ge d ng 3%37 *d~ gqwopakgeky+ 7'/%

Deg&}oigi Yg}y

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A deg&}oigi g} o} a }ao}omak jysdjg}o} g} oe xjomj jg pakwg} `d~ xjomj xg mae~glgm jg ewkk jysdjg}o}+ J3 a~g kdmagi geo~gky oe deg aok d` jg s~dnanokoyio}~onwode%

Oe djg~ xd~i}+ jg m~oomak ~ghode `d~ a deg&}oigi g} o} jg }g d` pakwg} kg}} jaejg m~oomak pakwg d` jg g}+ d~ jg }g d` pakwg} h~gag~ jae jg m~oomak pakwg d`jg g}%

A deg&}oigi g} o} ak}d ~g`g~~gi d a} a deg&aokgi g} d` }oheo`omaemg%

Yjg mjdomg ngxgge a deg&}oigi aei a xd&}oigi g} o} igg~foegi ny jg sw~sd}gd` jg oepg}ohaode d~ s~od~ ~ga}de} `d~ w}oeh a deg&}oigi g}%

Gzafskg ]wssd}g xg xaegi d g} a faew`amw~g~} mkaof ja jg~g a~g+ deapg~ahg+ 73 famjg} oe a ndz% Xg mdwki }g ws jg `dkkdxoeh jysdjg}g}

J3< 6 73+J1< ; 73 d~ J1< 5 73

@ohw~g 1< Kg`y Yaokgi @ohw~g 1< ^ohjy Yaokgi

Gojg~ d` jg}g xd akg~eaopg jysdjg}g} xdwki kgai d a deg&}oigi g}%S~g}wfanky+ xg xdwki xae d g} jg ewkk jysdjg}o} ahaoe} jg `o~} akg~eaopgjysdjg}o} }oemg o xdwki ng w}g`wk d bedx o` jg~g o} kobgky d ng kg}} jae 73famjg}+ de apg~ahg+ oe a ndz *ed deg xdwki mdfskaoe o` jgy hg jg md~~gm

ewfng~ d` famjg} oe a ndz d~ fd~g/%_g aedjg~ akg~eaopg jysdjg}o} mdwki ng g}gi ahaoe} jg }afg ewkk+ kgaioehjo} ofg d a xd&}oigi g}< Yxd Yaokgi Yg}y

Gojg~ d` jg}g xd akg~eaopg jysdjg}g} xdwki kgai d a deg&}oigi g}%

S~g}wfanky+ xg xdwki xae d g} jg ewkk jysdjg}o} ahaoe} jg `o~} akg~eaopgjysdjg}o} }oemg o xdwki ng w}g`wk d bedx o` jg~g o} kobgky d ng kg}} jae 73famjg}+ de apg~ahg+ oe a ndz *ed deg xdwki mdfskaoe o` jgy hg jg md~~gmewfng~ d` famjg} oe a ndz d~ fd~g/%_g aedjg~ akg~eaopg jysdjg}o} mdwki ng g}gi ahaoe} jg }afg ewkk+ kgaioehjo} ofg d a xd&}oigi g}% ]aiowf & Yysg d` }aiowf2 D6Dw}oig+ I6Idfg=% ]w~`amg & Yysg d` skayoeh }w~`amg2 Y6A~o`omoak Yw~`+ H6H~a}}9% Bombg~ & Eafg d` `ogki hdak bombg~7% ]wmmg}} & ]wmmg}} d` jg `ogki hdak2 _6_g}+ E6Ed0% Io}aemg & Io}aemg oe ya~i} d` jg `ogki hdak8% Sdswkaode Fgae */ & =7

:% ]aeia~i Igpoaode o} Webedxe */

W}oeh jg }afskg iaa oe Assgeioz xg makmwkagi jg pakwg d` @*A/ `d~ gamj io}aemg*A/ w}oeh jg ngkdx Gzmgk `d~fwka

6ED^FIO]Y*A+;fgae5+;}aeia~i igpoaode5+@AK]G/

Yjg `dkkdxoeh skd o} i~axe w}oeh andpg makmwkagi iaa+ ak}d }jdxe oe Assgeioz

@ohw~g =< Ed~fak Io}y~onwyode d` @ogki Hdak Iaya

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Jsdyjg}o} d` Iaya

Ewkk Jysdjg}o} J3< 6 =7Akg~eaopg Jysdjg}o} J1< =7

Aeak}o}Kg Io}aemg oe ya~i} d` jg `ogki hdak ng jg pa~oankg A

Ed% d` @ogki Hdak} oe ]afskg+ e 6 =??

]afskg Fgae

6 A $ e

6 199?3 $ =??

6 =0%=17:

]afskg ]yaeia~i Igpoayode

W}oeh @d~fwka oe Gzmgk

6]YIGPS* ;Iaa ^aehg5/

] 6 13%10?:

Mde`oigemg Oeyg~pak

Xg a~g g}oeh na}gi de 7' }oheo`omaemg kgpgk jg~g`d~g jg mde`oigemg oeg~pak xokkng ?7'

6 3%37

1 6 1 3%37

1 6 3%?7

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M~oyomak Pakwg}

A} dw~ akg~eaopg jysdjg}o} o} J1< =7 jg~g`d~g dw~ ma}g mde}o}} d` xd&aokgi g}% @dkkdxoeh ohw~g okkw}~ag} jg oiga

@ohw~g 9< M~oyomak Pakwg}

\&]md~g *Yanwkaygi/

W}oeh jg Ed~fak Io}~onwode Yankg

\an 6 " \3%3>7

" \3%3>7 6 " 1%?0

Yg}y ]yayo}yom

A} o} webedxe aei e 5 =3+ xg mae w}g |&g} xoj }afskg }aeia~i igpoaode }%

W}oeh jg ngkdx `d~fwka

\Makm 6 *=0%=17: =7/ $ *13%10?:$ =??/

\Makm 6>%7:99

W}oeh jg }afskg iaa oe Assgeioz xg makmwkagi jg pakwg d` \ `d~ gamj io}aemg*A/ w}oeh jg ngkdx `d~fwka

|6 *z& /$}

Yjg `dkkdxoeh skd o} i~axe w}oeh andpg makmwkagi iaa+ ak}d }jdxe oe Assgeioz

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@ohw~g 7< \& Io}y~onwyode d` @ogki hdak Iaya

]oemg {\Makm{5 { \an { ^glgmyJ3

Mdemkw}ode

A 7' }oheo`omaemg kgpgk jg iaa id s~dpoig }w``omoge gpoigemg d mdemkwig jaIo}aemg oe ya~i} d` jg `ogki hdak d` a ~aeidf }afskg d` =?? `ogki hdak} agfsgiiw~oeh jg 1??7 E@K ~ghwka~ }ga}de o} ed gqwak d =7 ya~i}%

>%7:

Yg}y ]yayo}yom

^glgmode ^ghode

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Assgeioz ]afskg Iaya

]- Iayg

]yaiowf ]w~`amg Bombg~ ]wmmg}}

Io}yaemg @*A/ \

1 ?>7?7 I Y JAE]DE _ 1:3%33889

?>

&1%0810>

>

> 111>?7 D H NAJ^ E 1:3%33889

?>

&1%0810>

>

= 111??7 D H FW^^A_ _ 1:3%33889

?>

&1%0810>

>

9 ?3=?7 D H IGKH^GMD _ 1?3%33?>3

7?

&1%78=>?

1=

7 ?13?7 D H ]YD_AEDP _ 1?3%33?>3

7?

&1%78=>?

1=

0 ?18?7 I Y AEIG^]GE _ 1?3%33?>3

7?

&1%78=>?

1=

8 ?>9?7 D Y HTIAPO] _ 1?3%33?>3

7?

&1%78=>?

1=

: 133:?7 D H ETLDJE]E _ 1?3%33?>3

7?

&1%78=>?

1=

? 13>??7 D H NAJ^ _ 1?3%33?>3

7?

&1%78=>?

1=

13 111??7 I Y ^GPGO\ _ 1?3%33?>3

7?

&1%78=>?

1=

11 11>0?7 D H JW]YGI _ 1?

3%33?>3

7?

&1%78=>?

1=

1> 1>18?7 I Y SGYG^]DE _ 1?3%33?>3

7?

&1%78=>?

1=

1= ?13?7 D Y MD@G^ _ >33%313:=

1=

&1%989?0

30

19 ?13?7 D H ]YDPG^ _ >33%313:=

1=

&1%989?0

30

17 ?11?7 D H NWYKG^ _ >33%313:=

1=

&1%989?0

30

10 ?18?7 I Y NDEODK E >33%313:=

1=

&1%989?0

30

18 ?18?7 D H GKAF _ >33%313:=

1=

&1%989?0

30

1: 1331?7 I Y SGYG^]DE _ >33%313:=

1=

&1%989?0

30

1? 1317?7 D H LAMBG _ >33%313:=

1=

&1%989?0

30>3 1317?7 D H NAJ^ _ >3 3%313:=

1=&

1%989?0

8/9/2019 HypothesTesting

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30

>1 1317?7 D Y IAKWO]D _ >33%313:=

1=

&1%989?0

30

>> 13>??7 I Y LAMBG _ >33%313:=

1=

&1%989?0

30

>= 13>??7 D Y AEIG^]DE _ >33%313:=

1=

&1%989?0

30

>9 111??7 I Y ^GPGO\ _ >33%313:=

1=

&1%989?0

30

>7 1>18?7 D Y MJ^O]YOG _ >33%313:=

1=

&1%989?0

30

>0 1>>9?7 D Y ^GPGO\ _ >33%313:=

1=

&1%989?0

30

>8 1>>9?7 D H GKKODYY _ >33%313:=

1=

&1%989?0

30

>: ?3=?7 D Y AEIG^]DE _ >1

3%31>0>

1

&1%=800>

??

>? ?3=?7 D H NAJ^ _ >13%31>0>

1

&1%=800>

??

=3 ?13?7 D H HTIAPO] _ >13%31>0>

1

&1%=800>

??

=1 ?13?7 D H FW^^A_ _ >13%31>0>

1

&1%=800>

??

=> ?18?7 I Y AEIG^]GE _ >13%31>0>

1

&1%=800>

??

== ?18?7 I Y JAE]DE _ >13%31>0>

1

&1%=800>

??

=9 1331?7 D Y ]YD_AEDP _ >13%31>0>

1

&1%=800>

??

=7 133:?7 D H BA]A_ _ >13%31>0>

1

&1%=800>

??

=0 1317?7 D Y IAKWO]D _ >13%31>0>

1

&1%=800>

??

=8 1>13?7 D Y NDEODK _ >13%31>0>

1

&1%=800>

??

=: ?3=?7 D H FW^^A_ _ >>3%31970

9?

&1%>8:>?

?>

=? ?13?7 D H ]YD_AEDP _ >> 3%319709?

&

1%>8:>??>

93 ?18?7 D H NWYKG^ _ >>3%31970

9?

&1%>8:>?

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91 133:?7 D H ETLDJE]E _ >>3%31970

9?

&1%>8:>?

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9> 133:?7 I Y ]YDPG^ _ >>3%31970

9?

&1%>8:>?

?>

8/9/2019 HypothesTesting

15/27

9= 13>??7 D H ]YD_AEDP _ >>3%31970

9?

&1%>8:>?

?>

99 111??7 D H JDKKO] _ >>3%31970

9?

&1%>8:>?

?>

97 ?13?7 D H GKKODYY _ >=

3%31009

07

&1%18??0

:7

90 ?13?7 D H IAKWO]D _ >=3%31009

07

&1%18??0

:7

98 ?13?7 D H ]YDPG^ _ >=3%31009

07

&1%18??0

:7

9: ?>9?7 D H GKAF _ >=3%31009

07

&1%18??0

:7

9? 1331?7 I Y GKAF E >=3%31009

07

&1%18??0

:7

73 1331?7 D H NDEODK _ >=3%31009

07

&1%18??0

:7

71 133:?7 D Y HTIAPO] _ >=3%31009

07

&1%18??0:7

7> 1317?7 D H ^GPGO\ _ >=3%31009

07

&1%18??0

:7

7= 1317?7 D H BA]A_ _ >=3%31009

07

&1%18??0

:7

79 131??7 D Y SGK@^G_ _ >=3%31009

07

&1%18??0

:7

77 13>=?7 D H MJ^O]YOG _ >=3%31009

07

&1%18??0

:7

70 1137?7 I Y MJ^O]YOG _ >= 3%3100907

&

1%18??0:7

78 1137?7 I Y SGYG^]DE _ >=3%31009

07

&1%18??0

:7

7: 111>?7 I Y IGKH^GMD _ >=3%31009

07

&1%18??0

:7

7? 111>?7 D Y MJ^O]YOG _ >=3%31009

07

&1%18??0

:7

03 11>0?7 D H HTIAPO] _ >=3%31009

07

&1%18??0

:7

01 1>3=?7 D H MJ^O]YOG _ >=

3%31009

07

&1%18??0

:7

0> 1>18?7 D H NWYKG^ _ >=3%31009

07

&1%18??0

:7

0= 1>18?7 D Y NDEODK _ >=3%31009

07

&1%18??0

:7

09 1>>9?7 D Y N^OGE _ >=3%31009

07

&1%18??0

:707 13>=?7 D H NAJ^ _ >9 3%31::9

>7&

1%3:10=

8/9/2019 HypothesTesting

16/27

8:

00 1137?7 D H ETLDJE]E _ >93%31::9

>7

&1%3:10=

8:

08 1>18?7 D Y MJ^O]YOG _ >93%31::9

>7

&1%3:10=

8:

0: ?18?7 I Y HTIAPO] _ >73%3>11>

>?

&3%?:==3

81

0? ?>9?7 D H GKKODYY _ >73%3>11>

>?

&3%?:==3

81

83 ?>9?7 D Y FMKAWHKO _ >73%3>11>

>?

&3%?:==3

81

81 13>??7 D Y ]YDPG^ _ >73%3>11>

>?

&3%?:==3

81

8> 111>?7 D H SGYG^]DE _ >73%3>11>

>?

&3%?:==3

81

8= 111??7 D H JAE]DE _ >7

3%3>11>

>?

&3%?:==3

81

89 1>18?7 I Y NOA]WMMO _ >73%3>11>

>?

&3%?:==3

81

87 1>18?7 D Y MJ^O]YOG _ >73%3>11>

>?

&3%?:==3

81

80 1>>9?7 D Y ^GPGO\ E >73%3>11>

>?

&3%?:==3

81

88 1>>9?7 D H ETLDJE]E _ >73%3>11>

>?

&3%?:==3

81

8: 1331?7 D Y @D^I _ >03%3>=97

17

&3%::9?8

0=

8? 1317?7 D Y MJ^O]YOG _ >03%3>=97

17

&3%::9?8

0=

:3 111>?7 D Y XOKBOE] _ >03%3>=97

17

&3%::9?8

0=

:1 1>18?7 D H NWYKG^ E >03%3>=97

17

&3%::9?8

0=

:> ?3=?7 I Y AEIG^]GE _ >83%3>78:

0=

&3%8:009

70

:= ?13?7 I Y ^GPGO\ _ >83%3>78:

0=

&3%8:009

70

:9 133:?7 D H ]YD_AEDP E >8 3%3>78:0=

&

3%8:00970

:7 133:?7 D H JW]YGI _ >83%3>78:

0=

&3%8:009

70

:0 133:?7 D H NKAEMJA^ _ >83%3>78:

0=

&3%8:009

70

:8 13>>?7 I Y SGYG^]DE _ >83%3>78:

0=

&3%8:009

70

8/9/2019 HypothesTesting

17/27

:: 13>??7 D H FW^^A_ _ >83%3>78:

0=

&3%8:009

70

:? 1137?7 D H NWYKG^ _ >83%3>78:

0=

&3%8:009

70

?3 111>?7 I Y SGK@^G_ _ >8

3%3>78:

0=

&3%8:009

70

?1 111??7 D Y SGK@^G_ _ >83%3>78:

0=

&3%8:009

70

?> 11>0?7 D H ETLDJE]E _ >83%3>78:

0=

&3%8:009

70

?= 1>13?7 D Y NWYKG^ _ >83%3>78:

0=

&3%8:009

70

?9 1>>=?7 D H JW]YGI _ >83%3>78:

0=

&3%8:009

70

?7 1331?7 D H GKKODYY _ >:3%3>:3:

38

&3%0::=1

9?

?0 1331?7 D Y MA^EG_ _ >:3%3>:3:

38

&3%0::=19?

?8 133??7 D H MA^EG_ _ >:3%3>:3:

38

&3%0::=1

9?

?: 1137?7 D Y SGK@^G_ _ >:3%3>:3:

38

&3%0::=1

9?

?? 111??7 D H ]YDPG^ _ >:3%3>:3:

38

&3%0::=1

9?

133 11>0?7 D H HTIAPO] _ >:

3%3>:3:38

&3%0::=1

9?

131 1>3=?7 D H SGK@^G_ _ >: 3%3>:3:38

&

3%0::=19?

13> 1>3??7 I Y ^GPGO\ _ >:

3%3>:3:38

&3%0::=1

9?

13= 1>13?7 I Y NOA]WMMO _ >:

3%3>:3:38

&3%0::=1

9?

139 1>>9?7 D H NWYKG^ _ >:

3%3>:3:38

&3%0::=1

9?

137 ?13?7 D H HTIAPO] _ >?

3%3=3>:7

&3%7:??:

9>

13

0 1331?7 D Y @D^I _ >?

3%3=3>:

7

&3%7:??:

9>13

8 1331?7 I Y IGKH^GMD _ >?3%3=3>:

7

&3%7:??:

9>

13: 133??7 D H MA^EG_ _ >?

3%3=3>:7

&3%7:??:

9>

13? 1317?7 I Y KDJFOKKG E >?

3%3=3>:7

&3%7:??:

9>11

313>??7 D H BA]A_ _ >? 3%3=3>:

7&

3%7:??:

8/9/2019 HypothesTesting

18/27

9>

111 1137?7 D Y NAJ^ _ >?

3%3=3>:7

&3%7:??:

9>

11> 1137?7 D H FW^^A_ _ >?

3%3=3>:7

&3%7:??:

9>

11= 111>?7 D H ]YD_AEDP E >?

3%3=3>:7

&3%7:??:

9>

119 111=?7 D Y ]YDPG^ _ >?

3%3=3>:7

&3%7:??:

9>

117 1>13?7 D H GKAF _ >?

3%3=3>:7

&3%7:??:

9>

110 1331?7 I Y GKAF _ =3

3%3=>=9:1

&3%9?107

=7

118 1317?7 D H NDEODK _ =3

3%3=>=9:1

&3%9?107

=7

11

: 1310?7 D H GKAF _ =3

3%3=>=9

:1

&3%9?107

=7

11? 111??7 D Y KDXG^_ _ =3

3%3=>=9:1

&3%9?107

=7

1>3 11>8?7 D H LAGHG^ _ =3

3%3=>=9:1

&3%9?107

=7

1>1 1>13?7 D Y FW^^A_ _ =3

3%3=>=9:1

&3%9?107

=7

1>> 1>18?7 D Y ]YD_AEDP _ =3

3%3=>=9:1

&3%9?107

=7

1>= 1>>=?7 D Y IAKWO]D _ =3

3%3=>=9:1

&3%9?107

=7

1>9 ?>9?7 D Y HTIAPO] _ =1

3%3=9>1?>

&3%=?==>

>:

1>7 1331?7 I Y AEIG^]GE _ =1

3%3=9>1?>

&3%=?==>

>:

1>0 1137?7 D H HTIAPO] _ =1

3%3=9>1?>

&3%=?==>

>:

1>8 1>13?7 D H NAJ^ _ =1

3%3=9>1?>

&3%=?==>

>:

1>: ?3=?7 I Y SGK@^G_ _ =>

3%3=7:73=

&3%>?9??

>1

1>? ?13?7 D Y BA]A_ E => 3%3=7:73=

&

3%>?9??>1

1=3 ?13?7 D Y BA]A_ _ =>

3%3=7:73=

&3%>?9??

>1

1=1 ?11?7 D H JGEY^OMJ _ =>

3%3=7:73=

&3%>?9??

>1

1=> ?18?7 D H IAKWO]D _ =>

3%3=7:73=

&3%>?9??

>1

8/9/2019 HypothesTesting

19/27

1== 1331?7 D H NDEODK _ =>

3%3=7:73=

&3%>?9??

>1

1=9 1331?7 D H IAKWO]D _ =>

3%3=7:73=

&3%>?9??

>1

1=

7 133:?7 D Y MJ^O]YOG _ =>

3%3=7:7

3=

&3%>?9??

>1

1=0 1310?7 D H GKAF _ =>

3%3=7:73=

&3%>?9??

>1

1=8 13>??7 D Y FMKAWHKO E =>

3%3=7:73=

&3%>?9??

>1

1=: 1137?7 D H \GEIGLA] E =>

3%3=7:73=

&3%>?9??

>1

1=? 1137?7 I Y AEIG^]GE _ =>

3%3=7:73=

&3%>?9??

>1

193 111>?7 D H ^GPGO\ E =>

3%3=7:73=

&3%>?9??

>1

191 111>?7 D Y IAKWO]D _ =>

3%3=7:73=

&3%>?9??>1

19> 111>?7 D Y IAKWO]D _ =>

3%3=7:73=

&3%>?9??

>1

19= 111??7 D H GKAF _ =>

3%3=7:73=

&3%>?9??

>1

199 111??7 D H MA^EG_ _ =>

3%3=7:73=

&3%>?9??

>1

197 1>3=?7 I Y AEIG^]DE E =>

3%3=7:73=

&3%>?9??

>1

190 1>>9?7 I Y XOKBOE] _ => 3%3=7:73=

&

3%>?9??>1

198 1>>9?7 D Y N^OGE _ =>

3%3=7:73=

&3%>?9??

>1

19: ?13?7 I Y JAE]DE _ ==

3%3=81?80

&3%1?000

19

19? ?>9?7 D Y ^GPGO\ _ ==

3%3=81?80

&3%1?000

19

173 1331?7 D Y KDXG^_ _ ==

3%3=81?80

&3%1?000

19

17

1 133>?7 D H MJ^O]YOG _ ==

3%3=81?

80

&3%1?000

1917

> 133:?7 D Y KDXG^_ E ==3%3=81?

80

&3%1?000

19

17= 1310?7 D H GKAF _ ==

3%3=81?80

&3%1?000

19

179 13>??7 D H ]YD_AEDP _ ==

3%3=81?80

&3%1?000

1917

71137?7 D H MA^EG_ _ == 3%3=81?

80&

3%1?000

8/9/2019 HypothesTesting

20/27

19

170 111??7 D H JW]YGI _ ==

3%3=81?80

&3%1?000

19

178 11>0?7 D H ETLDJE]E _ ==

3%3=81?80

&3%1?000

19

17: 1>13?7 D H KDXG^_ E ==

3%3=81?80

&3%1?000

19

17? 1>11?7 D H ]YD_AEDP _ ==

3%3=81?80

&3%1?000

19

103 1>18?7 I Y MA^EG_ _ ==

3%3=81?80

&3%1?000

19

101 1>>9?7 D Y IGKH^GMD _ ==

3%3=81?80

&3%1?000

19

10> 1>>9?7 D H ETLDJE]E _ ==

3%3=81?80

&3%1?000

19

10

= 1>>9?7 I Y ]YD_AEDP _ ==

3%3=81?

80

&3%1?000

19

109 ?18?7 D H FMKAWHKO _ =9

3%3=:>>9=

&3%3?:==

38

107 ?18?7 D Y JDKKO] _ =9

3%3=:>>9=

&3%3?:==

38

100 1331?7 D H NDEODK _ =9

3%3=:>>9=

&3%3?:==

38

108 111>?7 I Y IGKH^GMD _ =9

3%3=:>>9=

&3%3?:==

38

10: 111>?7 D H GKKODYY _ =9

3%3=:>>9=

&3%3?:==

38

10? 111>?7 I Y JW]YGI _ =9

3%3=:>>9=

&3%3?:==

38

183 111>?7 I Y IGKH^GMD _ =9

3%3=:>>9=

&3%3?:==

38

181 111=?7 D Y ETLDJE]E _ =9

3%3=:>>9=

&3%3?:==

38

18> 11>0?7 D Y NWYKG^ _ =9

3%3=:>>9=

&3%3?:==

38

18= 1>3=?7 D Y KDXG^_ _ =9

3%3=:>>9=

&3%3?:==

38

189 1>>9?7 D H SGYG^]DE _ =9 3%3=:>>9=

&

3%3?:==3818

7 ?18?7 D Y MJ^O]YOG _ =73%3=:?3

1= 318

0 ?18?7 D Y MA^EG_ _ =73%3=:?3

1= 318

8 ?>9?7 D Y ETLDJE]E _ =73%3=:?3

1= 318

: 1331?7 D Y ]YD_AEDP _ =73%3=:?3

1= 318 13>>?7 D H NWYKG^ _ =7 3%3=:?3 3

8/9/2019 HypothesTesting

21/27

? 1=1:

3 1137?7 I Y N^OGE _ =73%3=:?3

1= 31:

1 111??7 D H GKAF _ =73%3=:?3

1= 31:

> 111??7 D Y KDXG^_ _ =73%3=:?3

1= 31:

= 1>13?7 D H NAJ^ E =73%3=:?3

1= 31:

9 1>18?7 D Y HTIAPO] _ =73%3=:?3

1= 31:

7 1>>=?7 I Y NKAEMJA^ E =73%3=:?3

1= 31:

0 ?3=?7 D H JDKKO] E =03%3=?>3

?93%3?:==

381:

8 ?3=?7 D H FW^^A_ _ =03%3=?>3

?93%3?:==

381:

: ?13?7 D Y MD@G^ E =03%3=?>3

?93%3?:==

381:

? ?>9?7 I Y AEIG^]GE _ =03%3=?>3

?93%3?:==

381?

3 1331?7 I Y AEIG^]DE _ =03%3=?>3

?93%3?:==

381?

1 133:?7 D Y FW^^A_ _ =03%3=?>3

?93%3?:==

381?

> 1317?7 D H JW]YGI _ =03%3=?>3

?93%3?:==

381?

= 13>>?7 D H ]YDPG^ _ =03%3=?>3

?93%3?:==

381?

9 111??7 D H NKAEMJA^ _ =03%3=?>3

?93%3?:==

381?

7 1>3??7 D H HTIAPO] _ =03%3=?>3

?93%3?:==

381?

0 1>13?7 D H SGYG^]DE _ =03%3=?>3

?93%3?:==

381?

8 1>13?7 I Y JAE]DE _ =03%3=?>3

?93%3?:==

381?

: 1>18?7 I Y NKAEMJA^ _ =03%3=?>3

?93%3?:==

381?

? 1137?7 D Y LAGHG^ _ =83%3=?1=

?03%1?000

19>3

3 1130?7 D Y AEIG^]DE _ =83%3=?1=

?03%1?000

19>3

1 111>?7 D Y NDEODK _ =83%3=?1=

?03%1?000

19>3

> 111??7 D H BA]A_ E =83%3=?1=

?03%1?000

19>3

= 111??7 I Y ^GPGO\ _ =83%3=?1=

?03%1?000

19>3

9 1>3??7 D H HTIAPO] E =83%3=?1=

?03%1?000

19>3

7 1>13?7 I Y NOA]WMMO _ =83%3=?1=

?03%1?000

19>3

0 1>18?7 D H GKKODYY E =83%3=?1=

?03%1?000

19>3

8 1>18?7 D Y HTIAPO] _ =83%3=?1=

?03%1?000

19>3

: 1>18?7 D H ]YDPG^ _ =83%3=?1=

?03%1?000

19>3

? 1>18?7 D Y HTIAPO] _ =83%3=?1=

?03%1?000

19>1

3 ?3=?7 D H GKAF _ =:3%3=:0?

93%>?9??

>1>1

1 ?18?7 D H JGEY^OMJ E =:3%3=:0?

93%>?9??

>1>1

> ?18?7 I Y SGK@^G_ E =:3%3=:0?

93%>?9??

>1

8/9/2019 HypothesTesting

22/27

>1= ?>7?7 I Y JAE]DE _ =:

3%3=:0?9

3%>?9??>1

>19 133:?7 D Y MJ^O]YOG _ =:

3%3=:0?9

3%>?9??>1

>17 131??7 D Y ETLDJE]E _ =:

3%3=:0?9

3%>?9??>1

>10 13>??7 D H BA]A_ E =:

3%3=:0?9

3%>?9??>1

>18 13>??7 I Y JAE]DE _ =:

3%3=:0?9

3%>?9??>1

>1: 111>?7 D Y MJ^O]YOG _ =:

3%3=:0?9

3%>?9??>1

>1? 111=?7 D Y ETLDJE]E _ =:

3%3=:0?9

3%>?9??>1

>>3 11>=?7 I Y ^GPGO\ E =:

3%3=:0?9

3%>?9??>1

>>1 11>0?7 I Y KDXG^_ _ =:

3%3=:0?9

3%>?9??>1

>>> 1>13?7 D H JW]YGI _ =:

3%3=:0?9

3%>?9??>1

>>= 1>13?7 D Y AEIG^]DE _ =:

3%3=:0?9

3%>?9??>1

>>9 1>18?7 I Y JAE]DE _ =:

3%3=:0?9

3%>?9??>1

>>7 1>18?7 I Y SGYG^]DE _ =:

3%3=:0?9

3%>?9??>1

>>0 1>>9?7 I Y NOA]WMMO _ =:

3%3=:0?9

3%>?9??>1

>>8 ?3=?7 D Y ETLDJE]E _ =?

3%3=8::79

3%=?==>>:

>>: ?13?7 D Y MJ^O]YOG _ =?

3%3=8::79

3%=?==>>:

>>? ?18?7 D Y MD@G^ E =?

3%3=8::79

3%=?==>>:

>=3 ?18?7 D H FMKAWHKO E =?

3%3=8::79

3%=?==>>:

>=1 ?18?7 I Y NDEODK _ =?

3%3=8::79

3%=?==>>:

>=> 13>>?7 D H IGKH^GMD _ =?

3%3=8::79

3%=?==>>:

>== 13>>?7 D H FW^^A_ _ =?

3%3=8::79

3%=?==>>:

>=9 13>>?7 D H JAE]DE _ =?

3%3=8::79

3%=?==>>:

>=7 13>=?7 D H NAJ^ _ =?

3%3=8::79

3%=?==>>:

>=0 13>??7 D H BA]A_ E =?

3%3=8::79

3%=?==>>:

>=8 13>??7 I Y IGKH^GMD _ =?

3%3=8::79

3%=?==>>:

>=: 1137?7 I Y MJ^O]YOG _ =?

3%3=8::79

3%=?==>>:

>=? 1137?7 D H MA^EG_ _ =?

3%3=8::79

3%=?==>>:

>93 111>?7 D Y AEIG^]DE _ =?

3%3=8::79

3%=?==>>:

>91 111>?7 D H HTIAPO] _ =?

3%3=8::79

3%=?==>>:

>9> 111??7 D H SGYG^]DE _ =?

3%3=8::79

3%=?==>>:

>9= 11>8?7 D H MA^EG_ _ =?

3%3=8::79

3%=?==>>:

>99 1>13?7 D Y SGK@^G_ _ =?

3%3=8::79

3%=?==>>:

>97 1>18?7 I Y SGYG^]DE _ =?

3%3=8::79

3%=?==>>:

>9 1>>=?7 D H JAE]DE _ =? 3%3=8:: 3%=?==>

8/9/2019 HypothesTesting

23/27

0 79 >:>9

8 ?3=?7 I Y MD@G^ _ 933%3=08=

0:3%9?107

=7>9

: ?13?7 I Y JAE]DE E 933%3=08=

0:3%9?107

=7>9

? ?>9?7 D Y ^GPGO\ _ 933%3=08=

0:3%9?107

=7>7

3 131>?7 D Y \GEIGLA] _ 933%3=08=

0:3%9?107

=7>7

1 1317?7 D Y AEIG^]DE _ 933%3=08=

0:3%9?107

=7>7

> 13>??7 I Y AEIG^]GE _ 933%3=08=

0:3%9?107

=7>7

= 111>?7 I Y IGKH^GMD _ 933%3=08=

0:3%9?107

=7>7

9 111??7 I Y AEIG^]GE E 933%3=08=

0:3%9?107

=7>7

7 ?3=?7 I Y BA]A_ _ 913%3=7>:

3>3%7:??:

9>>7

0 ?18?7 I Y IGKH^GMD E 913%3=7>:

3>3%7:??:

9>>7

8 ?18?7 I Y HTIAPO] _ 913%3=7>:

3>3%7:??:

9>>7

: 133:?7 D H ETLDJE]E _ 913%3=7>:

3>3%7:??:

9>>7

? 1317?7 I Y NKAEMJA^ _ 913%3=7>:

3>3%7:??:

9>>0

3 11>0?7 D H JDKKO] E 913%3=7>:

3>3%7:??:

9>>0

1 1>3=?7 D H LAMBG _ 913%3=7>:

3>3%7:??:

9>>0

> ?13?7 D Y SGK@^G_ _ 9>3%3==77

7=3%0::=1

9?>0

= ?13?7 D H GKKODYY _ 9>3%3==77

7=3%0::=1

9?>0

9 ?13?7 I Y ETLDJE]E _ 9>3%3==77

7=3%0::=1

9?>0

7 13>>?7 D H JAE]DE _ 9>3%3==77

7=3%0::=1

9?>0

0 13>??7 I Y KDXG^_ _ 9>3%3==77

7=3%0::=1

9?>0

8 111??7 D Y MJ^O]YOG E 9>3%3==77

7=3%0::=1

9?>0

: 11>0?7 D H FW^^A_ E 9>3%3==77

7=3%0::=1

9?>0

? 11>0?7 I Y SGYG^]DE _ 9>3%3==77

7=3%0::=1

9?>8

3 1>3=?7 I Y ^GPGO\ _ 9>3%3==77

7=3%0::=1

9?>8

1 1>3=?7 D H ]YD_AEDP _ 9>3%3==77

7=3%0::=1

9?>8

> 1>39?7 I Y JAE]DE _ 9>3%3==77

7=3%0::=1

9?>8

= 1>13?7 D Y AEIG^]DE _ 9>3%3==77

7=3%0::=1

9?>8

9 1>13?7 D Y IAKWO]D _ 9>3%3==77

7=3%0::=1

9?>8

7 1>>9?7 D H BA]A_ _ 9>3%3==77

7=3%0::=1

9?>8

0 ?13?7 D H AEIG^]DE _ 9=3%3=103

883%8:009

70>8

8 ?13?7 I Y IGKH^GMD _ 9=3%3=103

883%8:009

70>8

: ?13?7 D H FW^^A_ _ 9=3%3=103

883%8:009

70>8

? ?18?7 D H JW]YGI _ 9=3%3=103

883%8:009

70

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>:3 ?>9?7 D Y ^GPGO\ _ 9=

3%3=10388

3%8:00970

>:1 1331?7 I Y AEIG^]DE _ 9=

3%3=10388

3%8:00970

>:> 133>?7 D H ]YDPG^ E 9=

3%3=10388

3%8:00970

>:= 13>??7 D H KDJFOKKG E 9=

3%3=10388

3%8:00970

>:9 111>?7 I Y JW]YGI E 9=

3%3=10388

3%8:00970

>:7 111>?7 I Y BA]A_ E 9=

3%3=10388

3%8:00970

>:0 111??7 D H JAE]DE E 9=

3%3=10388

3%8:00970

>:8 1>3=?7 I Y ^GPGO\ E 9=

3%3=10388

3%8:00970

>:: 1>3=?7 D H NAJ^ E 9=

3%3=10388

3%8:00970

>:? 1>13?7 D H BA]A_ _ 9=

3%3=10388

3%8:00970

>?3 ?>9?7 D H FW^^A_ E 99

3%3>?9:00

3%::9?80=

>?1 133:?7 I Y IGKH^GMD _ 99

3%3>?9:00

3%::9?80=

>?> 13>>?7 D Y ]YD_AEDP _ 99

3%3>?9:00

3%::9?80=

>?= 1137?7 D H NWYKG^ E 99

3%3>?9:00

3%::9?80=

>?9 1137?7 D H IGKH^GMD _ 99

3%3>?9:00

3%::9?80=

>?7 111>?7 D Y GKAF _ 99

3%3>?9:00

3%::9?80=

>?0 111>?7 D H HTIAPO] _ 99

3%3>?9:00

3%::9?80=

>?8 11=3?7 D H HTIAPO] _ 99

3%3>?9:00

3%::9?80=

>?: 1>13?7 D H NKAEMJA^ _ 99

3%3>?9:00

3%::9?80=

>?? 1>10?7 I Y N^OGE E 99

3%3>?9:00

3%::9?80=

=33 1>>=?7 I Y NKAEMJA^ E 99

3%3>?9:00

3%::9?80=

=31 1>>9?7 D Y MJ^O]YOG _ 99

3%3>?9:00

3%::9?80=

=3> ?13?7 D Y NDEODK _ 97

3%3>8>9=>

3%?:==381

=3= ?18?7 D H BA]A_ _ 97

3%3>8>9=>

3%?:==381

=39 1331?7 D H IAKWO]D E 97

3%3>8>9=>

3%?:==381

=37 1331?7 I Y SGYG^]DE _ 97

3%3>8>9=>

3%?:==381

=30 133:?7 D H JW]YGI E 97

3%3>8>9=>

3%?:==381

=38 133:?7 D H SGK@^G_ _ 97

3%3>8>9=>

3%?:==381

=3: 131>?7 D Y \GEIGLA] _ 97

3%3>8>9=>

3%?:==381

=3? 1317?7 D Y AEIG^]DE E 97

3%3>8>9=>

3%?:==381

=13 13>??7 I Y IGKH^GMD _ 97

3%3>8>9=>

3%?:==381

=11 1137?7 D Y SGK@^G_ _ 97

3%3>8>9=>

3%?:==381

=1> 111>?7 I Y NKAEMJA^ E 97

3%3>8>9=>

3%?:==381

=1 111>?7 D H MA^EG_ E 97 3%3>8>9 3%?:==3

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= => 81=1

9 ?3=?7 I Y GKKODYY _ 903%3>9?>

:=1%3:10=

8:=1

7 1331?7 D Y ]YD_AEDP _ 903%3>9?>

:=1%3:10=

8:=1

0 1331?7 D H FW^^A_ _ 903%3>9?>

:=1%3:10=

8:=1

8 1331?7 D H N^OGE _ 903%3>9?>

:=1%3:10=

8:=1

: 1317?7 I Y NKAEMJA^ _ 903%3>9?>

:=1%3:10=

8:=1

? 13>>?7 D H IGKH^GMD E 903%3>9?>

:=1%3:10=

8:=>

3 1137?7 D H ETLDJE]E _ 903%3>9?>

:=1%3:10=

8:=>

1 1137?7 D Y LAGHG^ _ 903%3>9?>

:=1%3:10=

8:=>

> 1137?7 I Y LAMBG _ 903%3>9?>

:=1%3:10=

8:=>

= 111??7 D H GKAF E 903%3>9?>

:=1%3:10=

8:=>

9 111??7 D H ]YDPG^ _ 903%3>9?>

:=1%3:10=

8:=>

7 11=3?7 D H IAKWO]D E 903%3>9?>

:=1%3:10=

8:=>

0 ?>9?7 D H JGEY^OMJ E 983%3>>7?

301%18??0

:7=>

8 ?>9?7 D Y ETLDJE]E E 983%3>>7?

301%18??0

:7=>

: 133:?7 D Y FW^^A_ E 983%3>>7?

301%18??0

:7=>

? 1317?7 D H JDKKO] E 983%3>>7?

301%18??0

:7==

3 13>??7 D H FW^^A_ _ 983%3>>7?

301%18??0

:7==

1 11=3?7 D H IAKWO]D E 983%3>>7?

301%18??0

:7==

> 1>3=?7 D Y FW^^A_ _ 983%3>>7?

301%18??0

:7==

= 1>3=?7 D H NKAEMJA^ _ 983%3>>7?

301%18??0

:7==

9 1>18?7 D Y HTIAPO] E 983%3>>7?

301%18??0

:7==

7 ?18?7 I Y ^GPGO\ E 9:3%3>3>8

711%>8:>?

?>==

0 ?18?7 D H FMKAWHKO E 9:3%3>3>8

711%>8:>?

?>==

8 1331?7 I Y SGYG^]DE E 9:3%3>3>8

711%>8:>?

?>==

: 13>>?7 D Y ]YD_AEDP _ 9:3%3>3>8

711%>8:>?

?>==

? 1137?7 I Y IAKWO]D E 9:3%3>3>8

711%>8:>?

?>=9

3 1137?7 D Y SGK@^G_ _ 9:3%3>3>8

711%>8:>?

?>=9

1 111>?7 D Y GKAF _ 9:3%3>3>8

711%>8:>?

?>=9

> 111=?7 D Y ETLDJE]E E 9:3%3>3>8

711%>8:>?

?>=9

= 111??7 D H FW^^A_ _ 9:3%3>3>8

711%>8:>?

?>=9

9 11>0?7 D H JW]YGI _ 9:3%3>3>8

711%>8:>?

?>=9

7 1>3=?7 D H BA]A_ E 9:3%3>3>8

711%>8:>?

?>=9

0 ?3=?7 I Y GKKODYY _ 9?3%31:3>

1:1%=800>

??

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=98 ?3=?7 I Y SGYG^]DE _ 9?

3%31:3>1:

1%=800>??

=9: 1331?7 D H JW]YGI E 9?

3%31:3>1:

1%=800>??

=9? 133:?7 D H ]YD_AEDP E 9?

3%31:3>1:

1%=800>??

=73 13>>?7 D Y ]YD_AEDP _ 9?

3%31:3>1:

1%=800>??

=71 111>?7 D Y AEIG^]GE E 9?

3%31:3>1:

1%=800>??

=7> 111>?7 I Y SGK@^G_ _ 9?

3%31:3>1:

1%=800>??

=7= 1>13?7 I Y JAE]DE E 9?

3%31:3>1:

1%=800>??

=79 ?>9?7 D Y IAKWO]D _ 73

3%317:09?

1%989?030

=77 133:?7 D Y HTIAPO] E 73

3%317:09?

1%989?030

=70 1317?7 D Y MJ^O]YOG E 73

3%317:09?

1%989?030

=78 13>??7 I Y LAMBG _ 73

3%317:09?

1%989?030

=7: 1137?7 I Y MJ^O]YOG E 73

3%317:09?

1%989?030

=7? 1137?7 I Y LAMBG _ 73

3%317:09?

1%989?030

=03 111>?7 D H JDKKO] _ 73

3%317:09?

1%989?030

=01 111??7 D Y ETLDJE]E _ 73

3%317:09?

1%989?030

=0> 11>0?7 I Y KDXG^_ E 73

3%317:09?

1%989?030

=0= 1>18?7 D H JW]YGI _ 73

3%317:09?

1%989?030

=09 1>18?7 I Y NKAEMJA^ _ 73

3%317:09?

1%989?030

=07 1>18?7 D Y ]YD_AEDP _ 73

3%317:09?

1%989?030

=00 1>>=?7 I Y NAJ^ E 73

3%317:09?

1%989?030

=08 ?3=?7 D H KDXG^_ E 71

3%31=:=18

1%78=>?1=

=0: ?3=?7 I Y AEIG^]GE _ 71

3%31=:=18

1%78=>?1=

=0? ?3=?7 I Y KDJFOKKG _ 71

3%31=:=18

1%78=>?1=

=83 ?13?7 D H AEIG^]DE E 71

3%31=:=18

1%78=>?1=

=81 1317?7 I Y N^OGE _ 71

3%31=:=18

1%78=>?1=

=8> 1317?7 D H JW]YGI _ 71

3%31=:=18

1%78=>?1=

=8= 1317?7 D H ^GPGO\ _ 71

3%31=:=18

1%78=>?1=

=89 13>>?7 D H LAMBG E 71

3%31=:=18

1%78=>?1=

=87 11>0?7 D Y MJ^O]YOG _ 71

3%31=:=18

1%78=>?1=

=80 11>8?7 D H MA^EG_ E 71

3%31=:=18

1%78=>?1=

=88 1>13?7 I Y NOA]WMMO _ 71

3%31=:=18

1%78=>?1=

=8: 1>13?7 I Y AEIG^]GE _ 71

3%31=:=18

1%78=>?1=

=8? ?3=?7 D H GKAF _ 7>

3%311?9=

1%0810>>

=: ?13?7 D Y BA]A_ _ 7> 3%311?9 1%0810>

8/9/2019 HypothesTesting

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3 = >=:

1 1331?7 I Y IGKH^GMD E 7>3%311?9

=1%0810>

>=:

> 1317?7 I Y KDJFOKKG E 7>3%311?9

=1%0810>

>=:

= 111??7 D H SGYG^]DE E 7>3%311?9

=1%0810>

>=:

9 111??7 D H NWYKG^ E 7>3%311?9

=1%0810>

>=:

7 ?18?7 I Y SGYG^]DE E 7=3%313>1

=1%80??7

>8=:

0 1331?7 I Y IGKH^GMD _ 7=3%313>1

=1%80??7

>8=:

8 133:?7 D H JW]YGI _ 7=3%313>1

=1%80??7

>8=:

: 1317?7 D H ^GPGO\ E 7=3%313>1

=1%80??7

>8=:

? 1>39?7 I Y NWYKG^ E 7=3%313>1

=1%80??7

>8=?

3 1>18?7 I Y IGKH^GMD _ 7=3%313>1

=1%80??7

>8=?

1 ?13?7 D H ]YD_AEDP E 793%33:09

?01%:0:>:

=9=?

> 1>>=?7 I Y NAJ^ E 793%33:09

?01%:0:>:

=9=?

= 111>?7 D H NAJ^ _ 773%338>7

71%?0001

91=?

9 1>13?7 I Y AEIG^]GE _ 773%338>7

71%?0001

91=?

7 133:?7 I Y JAE]DE _ 703%3303>

08>%309?9

9:=?

0 11>0?7 I Y GKAF _ 703%3303>

08>%309?9

9:=?

8 13>??7 D Y FMKAWHKO E 0>3%33101

09>%079?>

?=?

: 13>??7 D Y SGK@^G_ E 0=3%331>7

9?>%87=>7

?8=?

? 1>13?7 D H GKAF E 003%33377

9=%39:>7

1?