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4 d 2.A Y d ' tiaisonmiuwuw tmadawuwlflu (1) nmmnuin (2) ium o w . (3) nm nnu. tin:: (4) w'uw@.r 44 1

mziuoonuo~kni~uuwyi wuii riiiaifuwo~~~uum~~in'u.64, .75, .6i kin:: .63 m i ~ A i 5 1 . 1

44 1 i ciiweratuweIoIw~l?nt~at~t~m~ wuii dirn~uuos5~uuninriiuuiw'in'u .40 iuo Z d ~snn'aispnmiuwun tmaili.rhdiflu (1) nmmnuin (2) ium oun. (3) ium nwu. iinz (4)

1 d p 44 I wunil~m-.iuoonuo~kwa'muuwy? wui i ~i~ai/uuoaiirmlm1~9116~~ a s , .sz , .45 im:: .49 4 dA 4.4 A' miudiriu ilr::aiauloilunn Q ~ R . ~o::iinaiuwo~adounii~u'~~uwou 9 uolznw~n@.r

mziuooniinq~uwa~o~qd~m

X a ' mnuia (7) ium o m . (3) ium nnu. uaz (4) wunil . r~z~~~onao.r~~w~muuny~ wuiiiiailu a4 1

v a , uotn'auumi4iiYu .36 , .45 , .47 ira:: .34 nziiuumiu61Gu drraiau~odlunaiun49mza'u

2 aa;l a a a a oonddii~~uuotn~iufod'ouniiluwuwou 7 uruzn&n nnu. i i r i ~ m n u u o ~ n ~ i u $ ~ ~ d ~ n d X a u'iiidnnlalPili~drzaiauluwp1~ oum. ~ ~ ~ i i a ~ u v o ~ n u f ~ ~ i ~ u s ' u ~ u n ~ ~ im~plXi6uii

4 w 4 drza~rulu~uautu'otuo~o'~wa'nuun~ru~~~na~ufi~uan'ulnr.$~~~~nird~nro~w'o~~uri~u A' a4

h~6uiu"oilliuu~uun'uwuwou 7

iinvolrvo~uimr?fit8uniriu~ii~ynaiuwoi~u.rlu~o0'uk~wn1u~~niiaInu iu.r d

fiisiuain ..rnnnqnw (4 naluu), o'.r 6"lioudqnwioldi;y9 (0 nzituu)

~arnr i tmit8uki f rs~unaiulfIutdo~ua~~o~vu1nurau~~in::~iuuiaduv~d~'11~~(1 4 ' 2 ii 1.34 nruuu rdotlunn~aircuioiui'ui Ifiuulic~unifIu (1) aomnuia (2) ium ouo. (3)

Y 8 , dP l

luo nnu. na:: (4) H"uCiY~o~iuoonuo.r5~w?nuu~yi wuiiiilabuuotkuunitiin'u 1.54 ,

1.17 , 1.68 im:: 1.62 n::uuu oiudi&~ drrvivudb(1lutuoRdnnu. iin'iiaduua.rrrn'unnu d J d 2a I d L ~ I U A ~ O ~ C ~ ~ ~ F I uw~nwun ouo. numlaauuotrm'unaiui8uid~qAii~n

a 4 d ~~on^ai~cu-~Iunua:dunwuii dr: :viwudnaiu~~$ui8r:~unaiuw8i~u~1~8~no~

d . d o i ~ ~ t l ~ n r o q n ~ u i l h ~ i l ~ ~ ~ ~ f i 1 ~ ~ U ~ ~ 1 i ~ q J f f 1 ~ ~ 1

1

na~u~ndudodgn-~~unia~~~~~a~iuw'~~' iu

i8unir~iwrinnirlfiu?ni~ludo~ naiun::nan &uiRuulapii naiurawi? noiud

odd 1.79 n::iluu douun~aironoiuiui ~RUiii~iuiit i!~u (1) iuoint=wia (2) LUo ouo. (3) cu' A ' aa I

IUR nnu. ua:: (4) wunildo:iuoonuo.rkwinuuwy3 wuii~iiiaduuo.riiscu'~~ni~ii~u 1.83 ,

4 d 4 A' wuwtgu (1) tuminauin (2) tun oun. (3j ium nmu. tin:: (4) ~ u w ~ ~ ~ : : ? ~ Q Q ~ u Q ~ ~ ~ w ~ ~

P P I uun$ wuidim'nuuoa~'auu~1i~iin'u 1.77,1.89,1.79 an:: 1.78 nzttuu miudiriU i t f i ~ a i i

4 4 d A ~ r r a i a u ~ o ~ l u n m ova. iinaiut~uiiwunuoa0~"~ij~aiuwuiuiuluni~t~Xilqni~awqw~u~

4 4.4 td?uurfiuun'uwunou q 4 d

tdo~iacui~usiun::t~unwuii ~ r : : v ~ r w ~ i ; u i ~ ~ u ~ ~ ~ u ~ ~ m u B n a i u ~ u i u i u P u n ~ r

ufluilqni&iu mrtdnirinviwuiuin iii+nrurrumduqrCiqR roanauiRo m r I h r a n w

i d g a u iinznirdoan'ulrnSn61'~ (

iirnniKdqn~uaq~vu

t ~ u m r d i ~ ~ t t ~ i l q n i ~ u a u ~ n i u q ?i~uinouoiu idu wqSnrrunirtt8~~mivoa(di

quau n i r lawdou~nvu niriu~nirmuariiani~iw"~~~~~qni~uauuind~uanvu tm::

naiuiintiiu~aiiinirtnG~il~niue,anlr::~11ivu

nirkwqtnrru a::l6irnrao~ourium~iiniat5~ 6Gmu** (1 nstluu) tin:: G~Wau-

(0 n:ttuu) n a i ~ ~ n t ~ u d o ~ ~ o i r ~ n ~ u i l q m i u o a ~ u v u i#nirfi inuni~rnnawi:ld

nlsarivutn"onli~ztnn'u"b~m~uiiinirl~

4 4 ' =I* 1

OUR. (3) turn nnu. tin:: (4) wudan::5uoonuoakn?nuuwy? wuiici~ca$uuatriauufiitw'i B tiu .22, .34 , .26 lm:: . i 8 nzttuu miudiiiu tuow'air~1it9unr8nui1 wqLssuftidumsCi

2 d rniarnrXlrypf~gru iiriim~uuoariaiilnu5au~~in'u.47 tin~tht~lnGaircuimiuwun wuii

Briim'nuuoaria~din'u .so, .55, .40 ti:: .25 n::ttuuniudiriu unnaldtiuiiJr::aiaulu 4 d wun oum. i~ui~~diluluauBunuiwlunirtu'i~iJautna"ouin uolzddr::vi~u~u~uauiIa

A' 4.4 mrSuaanuoatani~uunq ~~ui i~d~~uvui iuwuiwu'~u~u"~~~uut~uun'uwun~u 7 tu A na.m~sddwIdauaavulRa~l~~~pft~uvu i ~ i t ~ d u ~ o a S v ~ ~ n u r ~ u t i i n ' u .09 ~tn::td~ttun

A' d at ~aircuimiawun rruaiunim'nuueaiiaitvii~u .09, .08, .04 tmz .07 n:ttuumuiiriu riuiiii

riinntuudu*auuinunnaii 11r~viau~aijw~~n~runirwdawi~~uanvuu'~u ~~RL~II~I~IIUIU

4 4 A wun nnu. in'in::~~uuuosms$awiw'oud4n t ~ ~ r ~ ~ n ~ r ~ U f d ~ a m ~ n ~ s ~ ~ ~ w l r ~ ~ f t q u v ~ d ~ ~ n A a 4 4 - lrauaaru iin'itai/uuoaWai]l~usauiiin'u .30 t~n::taoaun~~i~~imiuwuw nuiiiditadu

PA 332 (S) - 253

2 a uo-rriadiviifi .3i, .u, .40 iin8.27 nziiuumia61&u ~mm~lGi'liiuiidrzaiauluww~w nnu. !

2 a niriutuinniiduddu q ifluiwrizAo~nYnaiu~i~qfini~qni nnu. u~nniiwunuoatqnim

mmriflu munmunR,, (2 nziiuu) 6~mud1.r~~ (1 nziiuu) unz -Irimu9, (o nziiuu)

wnnirinviifluad wq~nrruniriidauiau~unir~i~Cu3?mTmuraui~in~i~uui~du l el l a uoq9~ai~tdo~;d .62 PIZIIUU ~ ~ o ~ i u n ~ ~ ~ r a ~ m ~ u ~ m Tmuuli.rwuniflu (1) nmmnuin (2) nm

1 a ' 44 I

BUR. (3) tun nnu. unz (4) wun@.rmziuoonuo~knkuuwq? wuiiriiiaduuo.r~auuni~vii

iiu .53 , .67 , .61 imz .52 nzliuu miuiii&~ drzaiaudodluium oum. aziiciiiaduuoa

wq~nrruniriidauiauq~dqm a ~uow'a1rm1luriun~iounwu11w~~nrrun1r~dauiaudiiri1ia~u~~d~m~i~zi~mni1~

iiuriunirdu 7 odi.riduC 1~illriwq~'nrsurnrld14~n~i#onka ~mtdouunw'airmimiu l a 4 a wrmwuii drzaiauluwun OUR. ijwq~nrrunirijdauiauuind4m~uin"ouYnriunir uni$u

I: a 2 aa mriidauiauhuniru3oinGu d drznauluwun nnu. IYmnniiluwunou q immqlii 9 r tduii wiaunirdnnrotb.aii% wqa'nrruniriidauiau0zijt~n1~1nnvu1Xuin

i

I

258 PA 332 (S)

Liar nndrroruinqhuluyuau

~ M W ~ ~ ~ ~ ~ I ~ J ~ ~ ~ ~ ~ ~ J ~ ~ ~ B I ~ ~ ~ ~ I ~ ~ ~ I ~ ~ ain ccu~niqnll (4 nruuu) 8.3 c~&udqmll (o nrnuu) uni~uuinrim~u$oq ni~ds:nuinqhu~u~u~udoia'uo~ari~uniJ

2 a 2 A i~o~iunw'aironmiuwun Tnadswundu (1) nnmHuia (2) 1%. o ~ n . (3) tun nnu. imr (4) W P d I iui$.rnriuoonuaciqniauuwU4 wuiiii~aiuuotnauun1i~'i~~l 2.22 , 2.25,2.37 iia:

s) I , d P d l

Liar (4) $uiR?rmr5uoonuoskwa'auu~y? wuiiriiianuuo.r&uuniiiin"u 2.45 ,2.42,2.52

i~ar 2.45 nri~uu niudi&~ iina~iids:'lnv~lu nnu. knBn~iuqulunis l i iGu~~nq~ni i

Ldo'u

P a' aci nriiuu ~uo~~unw'ai~cuiniuiu~ Tnuui.rwundu (1) nninrmin (2) nn oum. (3) nn nnu.

I

PA 332 (S) I

259 '

2.22 nziiuu sliadiriu im~aiidr-.naulu nna. iin~ia~#n#iun~iuihi~uan'u4u~anaga 1 d i ni~nunou q uol-dlu aum. i in~ ia~~n~iun~ia i9 . i i i iua~uAiBqn

1 ' 4 I

tu~iumzdzzmrm~f1pJtu~urudn1a"pJoi wuqi anin:iiuuia~uuoa~'~~aadd .25 a' d a' d

nziiuu (~imrim~dlui~a o - 1) 1 4 0 i i u n ~ ~ ~ i r 0 1 i s l i ~ ~ m ~muiniawunit~u (1) iuminn~in a' d '

(2) IUA OUR. (3) LUA nna. lm: (4) wun@am:iuoonuaakni~uu~y? wuiiriiia$uuoakd

i .25 , 24, .25 tm:: .2s nziiuu sliadiriu im~t i i rz iun i rdr : f lu i~qf iu~6 i~n~

ifi~46~lJlfl

naiu&banmr~duuduni5dnnabaw"ba~u

WPairoli~duuunirdnnr~aM'~a~u~i~ai::~aCuo'an~~uu~~i ida8ninvol:rduuu

i h J 6 ldUuu~dn'D

3) 0a~nlru~nl~d3udilm

4) 1 ? ~ ~ ~ ~ u u o a ~ i i u i h f i ~ n ~ 8 . i i ~ : i d u i ~ m n 1 ~ d n n r ~ 1 a u nna.

5) 6abu~iui~uarnirdn$1r0a~w"av0auuw~~~in:1w'uu~~?o'm~diiuu

nirlduuuinnuin faun: 23.7 d r : ~ i ~ u I u ~ u ~ q u i R u i n ~ i ~ iin~iaXaamr~diiuu

quiiiuia dr:aiuaioinniri~onRqainiqm faun:: 38.2 r~anaaiijn~iaX~anir n i r t a~d

liuu o~n'niru~mrd-ruAiun uinC/q~ f0u'oun:: 59.1 roandui iinqirrio.mir ~di~umrruin \

a' dw ~O'DUR: 14.8 i d ~ n m ~ ~ ~ n ? i ~ ~ a r i ~ h : n ~ ~ ~ w u w n u n a i a # ~ ~ n i ~ ~ d i i ~ ~ u ~ i a w u i i ~ n - ~ i ~

a' a w i b ~ n ~ i ~ n ' w r : ~ i i ~ w ~ ~ n ~ l ~ 3 1 0 ~ X 0 9 n l ~ 7aufiAi Chi-square = 333.39, df = 10, p - .0000 iiflna a' d d r i ~ds :a iaudo~~*ua~ lu~u~~~r l~an 'u iin~iuXa~nir~diiuunirdnnr~adiimndian'u

260 PA 332 (S)

4 =id wunnd~zr~rua~e~~n"urn"at~d~~~n~pd 1 2'4 wunodoi~uw"aircuii$u 4 &:uC 18iifi nmmmin iu01qui5~1n IUI oum. iiazium

er 94 nnu. wanir8nvi TnuIamn F - T ~ S ~ oinm5i.sd 5.15 wuii &$lianpii.r~azj;riinziiuu 494

ia~uuoc<aiau"1udoqdo~ddiimndiq6uo~iq~od'ud18~ni9anm~Jz~u a = .ol (1) naiuf

na~uth la i~u~5uTnr~a~ i~n i5dnn50~w '~~bu (2) n~lun'ni$upiosz~unaiui8u~d~~va~

quau (3) w q ~ n r r u n i ~ ~ d ~ u i ? u ~ u n i ~ ~ i i ~ u ~ ~ m (4) n~iun"ni~u~onnuwuiuiu~unir . '

utllvilodni~u&d (5) n ~ ~ u i i ~ i d u i n i l o i r i i K " 1 . v ~ ~ ~ i u ~ ~ q u a u (a) nnudoiiutuamliu

nn'nuoaknu (7) naiu~viiiWuuriulu.a".anu (8) q m n i w f nTnuJau iiaz (9) naiuioqniqd

iiuunisdnnro.r6~dupanzd~iuu

57ua~i~ua~~w75~1iiui~u01n ~ 1 7 5 7 9 i ~ 5 7 - A ~ O I u ~ ~ R P ( u ~ ~

PA 332 (S) 26 1

n i a n ~ ~ i r - g u 'u = .os ( 1 ) naiufia1uiGila~6ua~'uInr~nfi~nis~lnnro~W'ou ( 2 ) naiu

n'~ihuiorr~uiunaiuifluido~u~~yu%u ( 3 ) wqR'nrruniriidauiauIunirAiiw"u3?m ( 4 ) naiu

iimtiiudo~tniriifluYqniuoqyu'~~u ( 5 ) naiu iv iduuuunu (6 ) naiuii'aio-mir~d~iuu

riauiaulurnrhiu'u%%~ ( 3 ) n a i u d ~ ~ u d o n a i u m u i u i u ~ u n i r ~ i ~ u ~ q ~ i n i r ~ ? n i r i u ( 4 )

n n u ~ m " u i o ~ i n i r i ~ ~ I u ~ q ~ i v o ~ y u ' ~ ~ u ( s ) na iu i40h~uno iu~1~~nvaq~qnu ( 6 ) naiu

nirdrrnumqhulupaau

n7lrrn ~ ~ ~ m n p i i . r i i u ~ r ~ i i n r i ~ u u ~ r a i u u a ~ ~ ' ~ ~ b ~ u d o ~ ~ o ' l ~ d i ~ m n p i i ~ ~ u o ~ i ~ i ~ d ' u

difim.rnii~drzriu .os (1 ) naiufnaiu ib i~~l i /ua~u~~~r~nf i~nirdnnso~w"o~u (2) naiu

n'~iHd~darrhnaiu~fluid~~uo.r~u'~~u (3) nq~nsrunirijdaui?u~unirAiiu'uii?m (4 ) naiu

** N.S. + +

u 7 w i r ~ i u r ~ a ~ d u

~ a i ~ n ' ~ ~ ~ ~ s i ~ n a i ~ n u i u i u ** N.S. **

uaaganu

naiuiGi1$aun"u1un'~nu ** ++ + + **

niaJazgl.uma)fial~~ut~u N.S. N.S. * +

qarniw3ilnurau ** ' N.S. N.S. ++

- -

naiu#oanialJuuu 1 ** I N.S. I * 1 **

Lnnuigl

naiu#mniq Jauw ** N.S. ** +

PA 332 (S)

hlmda : niaa9joi1erlu

#asGu

n3iufn~iut~'i1~du3fi~1n'1q

nf1~ni~rlnn3eq#eGiu

n~iuiin1iiude3zKunaiu19u

~ifequeqt[uru

wqZn33uni3iiti3ui?uluni3

n'11iiuftFI

n?iuiin1iiudedrgwiluni3 '

u7wi3q1ud'e~Su

n3iuiin1iiuden~iuwuiulu

l u n i r ~ ~ ~ i l ~ r n ~ e ~ ~ u

'iZni~tdilqwiue~t[uvu n 49 naiuwal~lumaii~uuvam

,

naiwqvluniaii~iiu~"a~~

naiulSei~~d"los~oifipdo1~n

u~szsnu

naium~i~iuun'ulu~snu

ni~d~~arnrmqhulu~wvu

~msriwI?mlnaaau

N.S. Iiiin?1u~~nnh~iiuori1~i~ud1~qw~~niiG~5~8'~ a = .os

PA 332 (S)

naiu#asmqduunr

IWflPnO

naiu#~sniqdlmr.u

qui?uia

naiu&asniqdrrflu Bum. , miuL~niqdlluulau

aoiud

i w i u

**

**

*

N.S.

*

+ +

**

++

*

++

N.S.

++

N.S.

N.S.

+ +

+ +

(nut&

vajfiu

*

+ *

*

N.S.

W.S.

** *

++

N.S.

* +

*

+ +

N.S.

N.S.

+ +

+ +

rzuzoainiaa~

aiierlu#as'iu

+ +

++

+ +

*

+ +

++

++

*

+ +

++

N.S.

+ +

*

+ +

+ +

+ +

niriidalu

v1z~d~uPJY7u

~N.s.

+ +

++

*

N.S.

N.S.

N.S.

N.S.

N.S.

+

N.S.

*

nnsnn'aifu

i a u n ~ n i ~

+ +

+ +

+ +

N.S.

N.S.

*

N.S.

N.S.

N.S.

N.S.

N.S.

*

*

++

++

N.S.

N.S.

*

++

0lnFll5796 5.17 W U ' ~

c la~uyar~u~va .r~~uT~' dtanii.riiu aziidinziluuia8uuo9~vi1ui4o~p;io1~Uaiimn p i i t r i u n t i i t ~ ~ u d i ~ ~ w i ~ ~ 3 t ~ r ~ ~ u a = .o5 (1) n ~ i u ~ n ~ i u i ~ i l a ~ ~ u ~ n ' p 1 ~ n ~ ~ a 3 1 ~ n i r

dnnro.rJio.rbu (2) n ~ i u A n i A u i o ~ : ~ u n ~ i u i ~ u ~ S ~ ~ v O ~ ~ u ~ u (3) n?iuwolol~nirdi~u'u

~imInur?u (4) n~inqvluniriiiu'upT. (5) n irdrznum~hulu~l lau (6) pnmiwliaTnu

3'Il.J HW(7) ~ ? 1 ~ ~ ~ 9 ~ l ~ d l L ~ ~ l ~ f f ~ l a 4 d a cla1u~iui~mirrnr~puu1va~wup1 nilanii.rriu ozidinzliuuia8uuo9~~ilu ssd r ~ o ~ d o ~ & i a n d i ~ 6 u o i i ~ i i C u a ~ i ~ ~ w i ~ a n a p 1 r z ~ u a= .05 (1) n~iafn~iul(u'ilo~$u~iiu

1nr.rnh.mird~nro~w"o9du (2) n~iniiniiiuiorzn'unaiu~guiGo~vo9~u"11u (3) wqtnrru

\ mr~d~ui~ulurn~iiiiu'od3S~ (4) n ~ i u ~ n ~ ~ u d o ~ ~ i u w u i u i u l u n ~ r i ~ X Y ~ n ~ n ~ r u ? n i r ~ i u

(5) n~iuwolalurnrdi~u'u45mInurau (6) naiaqulunnhlu'uf5a (7) n3iuiviifluuriulu

PA 332 (S)

mirid 5.17

Kattda : qaaolGims

iYsnol'im?mni

rniujna~ut~iIodaan"u~n.rs

a~i~ni.rdnn.ra~r~s&u

naiuGn~iuPl'e.rdunaiu~~u

~ije~uequru

rrq5n.r.runi~u'dau.r'au~wni~

AuGu%cn

tlaiu~ntiiuPl'aiky~i1uni~

u'ini.rsiu8e~e~n'u

craiuGnriiuPiecraiuwuiuiu

luni.rrdifynirlb~~u

3ini.rrrXJt\lniue~q~'u

naiolws~~~uniadii~u~3m

naiolquluniadiiQuil';im

naioltde8'oiluaoi3~"u~~n

uss~snu

naioli~it~noln'o~lu~snol

n1.1 dazauinq#'inluyolru

qaniw~mlslnaaol

naiu#ssnia~dnunr

trnflYl1

naiol#ssnia~dt~uu

quln'nrln

naiol#ssnis~dttunr sum.

naiol#ssnia~d11uu13ol

naiolltjnw'pr

l idsuhu

N.S.

**

+ +

+*

+ *

+ *

N.S.

N.S.

N.S.

+

N.S.

* *

. **

* *

+ *

* +

naiolwsiduq

rssnnlii

*

*

N.S. a

N.S.

N.S.

N.S.

* +

)I

N.S.

N.S.

**

*

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N.S.

N.S.

N.S.

w a n r ~ f i u u i ~ u u n a 1 u 1 t p l l n ~ i i ~ ~ t w ~ ~ ~ ~ ~ n ~ s ~ " ~ w i ~ ~ ~ n p 1 o m a w u i n " ~ ~ a i 1 ~ ~ ~ i s n ~ i

m1~8slto%uvis~~~

: nn#wuirssvfud

*

+*

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N.S.

+ +

' N.S.

+*

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N.S.

* +

* +

+*

*

N.S.

+ *

**

4 9 '

naiuwsl~l.lol

aniwuasliYsol

N.S.

N.S.

N.S.

N.S.

++

*

N.S.

N.S.

*+

* *

+ *

N.S.

N.S.

*

*

* *

268 PA 332 (S) -

ni.a~nnrirfluu~tuurerwi~d.az'~~~'~~~lodrum oum.

I . n7alliaaiiavbad7iiund~dnsnn701~pdv~~ sun. G&'l&4nwiduuiCiuu d mwizJ.rzaiaudoiiiuo~~uiuivoq 0un. $udiq 7 lukn?~uuwq? inofiair(~i--h

' A ' drzaiaudadoidulu$uwoq oun. n~u~n6it~uaz~din~iiuui~duwb~~"11~1u~aiin].r~a'n

1197 iinnditiiunio'li i~umrimn:il~ulbo'R' ~ - ~ e s t

a wnnirinuiwuii dr.-b~auf 1lodlu~Lvo.1 oum. ~rrmnd73njl azidinziiuui~nu

2. n1rrlliuuiiiauF~1ad7iipdn sun. asnn~ud~meiiPraKn @&~8inrnifiuuiduu 2 a a w a ianizJr:aiaudoi~*uo~"Iuwuwwo~ 0un. I~uIiiiun 0un. o o n n i ~ d i m o ~ n ~ n ~ m o w ~ i ~ ~ i

do1 w i1~r:aiaudoaoi~iulu oun. intmdimo dum~w~u i ra - i j i nnsuu i~duuo~~a~~w~a i i~ r

na'niniis q iianii-arirmio'li ihmrimriz61yul4fiS; ~ - ~ e s t

wamrinviwuii d s r a oum. #d~nkr67.td7rnon'u szddinzuuuiadu 4 9 P uo.a~aiadluPi?iidrna'ndi.aq imndiqh orii.ririudi~ni4finfl~rz~u a=.os luqn7 hrrdr

PA 332 (S)

3 n ia i ln~ 1 ~ a i ~ K ~ i u b a r ~ a ' i ~ ~ a ~ ~ f l a

wnniadn~ll%mu%4di#uda~ii~~nn#uw'u8" (Correlation Coefficient) (r) ~ ina iu

~uriualun5Bdic 9 pliuiattuu~uund 2 w~nirdminldlkiapli5i~~ 5.18

naiu~uriu~uw"nmdm5dn'uu"1un'una1u8~diudonaiuwu1uiu~unix~tn"~q~i~~~iu o i l 4

ssd i3w'udi<ynidanmnxzgu a = .oi

dnnroq;ioqdu ptnnirinvi rruii

I. aaiudio.mir~dlluu~meui$~ iin?iu~uGu~lun'rmi~~~r~n'wou"iu riu 5imriiK ssd

ilqjniluvu oii~iiGudi~qniqa~~iln3~6~ a = .oi

2. naiudieqnir~dauuqui~,~~~ Gna~uiiur*fiun'rnti;uan'u n'u iZnir~i8ilqrn

uoquvu oiiqiiriuztifinidfi5?dat8~ d -.ooi ~~n:iimiuGu~uilun'ani~mr~n'uGiu fiu 994

n?iu~nn?1uiou"i1odu?~~1nr~afi~n~~n1n~1~o~W"o~du orii.rii~udi~ni9anmi5z<u a= .oi 3. miu#h.miradlluu aum. iin?~uziuriualun'a~~~~iuan'un'u wq9nrrumrid2u

dnnsodasdu wnnwdnw wuii

PA 332 (S)

(Multiple Regression) i d u n ~ o ~ i l ~ o ~ ~ i u ~ i ~ a ~ i i ) ~ ~ u ~ ~ i a i ~ ~ ~ ~ " i o ~ i ~ i n i a i ~ u ' ~ l n i ~ i l n v i % i o ~ a

oindszvivuluund 2 1 f i~ in~~n5 in~ i z$ l~~ i z ta~ id5d~n i5a 'n1a~1#~ i i i i ~~u

PA 332 (S) 273

dr 4.4s n t

d ~ ~ ~ m u o m ~ ~ ~ . ' e a a i u 6 ~ ~ n i s ~ n l 1 1 ~ ~ l u n i ~ n l n n ~ e . r ~ ~ ~ ~ u

~?~ul#llmnu'noirSin~i:H'onoouwy ~~mrriinunGardroan6aru'i~nunir rm: i w rnrle; stepwise 1~0n~~#0n~irdr#~-.niuir00Zuiu~arrdrmiu'2#~~~nr~idnunir TRU

i ln~ i~ar id r~~ ia .& 4 h RO naiui0~nir~dr1uu15u nmu4ioqnirjdrluurn~uia naiuDiO~

nnldrruuquin'uin ria-. naiubtnir~dlmu 'oum. nu41 ~irdrdmuirnoa'uiul#ii?uq

2 si?iidm$o naiub-mir~drruui5u nn: nnub t rn r~d~mum~u in dau ihiidr naiuaaio. . 1 4 9

mrldi~uuguin'uia rmz naiuhotnirlduuu OUR. l i w u ~ n o n 9 w n o c i i t i i ~ u a ~ i ~ i ~ ~ i ~ Y

P9 P 9 a w 4 non wul#dirarusla' riua-.r$ufiuoswnnir4n~i unsu

idnfi~irrnwi?lidrciou h u i s stepwise ~ u ~ l i i ? ~ l d ~ ~ ~ 1 ~ 1 ~ ~ 8 6 " ~ 1 ~ 6 3 r l d r ~ 1 u ~ ~ miuEii&uiUii

&<(I) naiudiiiiuuiiuludjnu (2) naiuRnli;uioi~niri~n'l~niI~aniru?nir~iu (3) mr;

utmsmairtu:: (4) r n r d ~ z n l n ~ q h u l u ~ u ~ u (5) naiun'~rdudonaiuwuiuiu1unirrrn"

ilqlmfio.rbu (6) mr~aiai%q(i l~nn (7) w q ~ n r ~ u r n r ~ d ? u i a u ~ u n i r ~ i ~ u " u ~ ~ a (8) miuqu

46 4 9

~ ~ ~ 5 ~ ~ ~ ~ ~ 1 ~ ~ ~ 1 ~ ~ ? ) 1 1 ~ ~ 1 ~ (2) niruurnirmaircuzniu~rn~Zu~~~a~id~m~u n'o naiu A d W

6 ~ t m r ~ d i i u u m n u i n 1 $ ~ o u a z 2.62 buiidi R~ = ,0262 i i n ~ i j v u i ~ r i i F = 7.23 wuuu

Aiiu^uf~~1lrirnlnroiGi~nunir1$ mriznnaqvlurnr61~u'u9Smfinaiu~0~w'u~n'~l~aiid~

b u 7 ~ q viil#~do6aidr6uiGi~aunir1dii#a ~aiuquluni~~iiu'u33pliq1oi1$iGi~~unir A Y

c1(9%J~1;6?~fl%ii% Multicollinearity

a i o a ~ n d i a ~ n u ' u n d ~ ~ # ~ ~ ~ n n i ~ ~ ~ o ' ~ ~ u n ~ r ~ ~ n u m n a ~ u & o ~ n ~ ~ ~ d ~ i ~ l u i ~ u n'o (1) naiui i i

PA 332 (S) 277

8 491 niriitiiuirim It; founz 15.95 bui ic i l R' = .1595 im:i?vui~rii F = 27.67 rquuudmiymq 99 4 nnmwrz5u a= .OI

278 PA 332 (S)

PA 332 (S)