7/21/2019 Membangun Model Regresi Menggunakan Logistic Regression

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IJLNA VNDVN]@ LG\G MGVINKDD^KGCGK

AJD@]\@ M VNDVN]]@JK

Agpjrgk \udgs Gco`r ]ninstnr

Igtg cua`go Dnknrga`znl A`kngr Ijlna

Jano2

E`cr` ]uklgrg

78776880

XVJDVGI ]\^L@ IG\NIG\@CG

EGC^A\G] IG\NIG\@CG LGK @AI^ XNKDN\GO^GK GAGI

@K]\@\^\ \NCKJAJD@ FGKL^KD

687>

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FGF @

XNKLGO^A^GK

7.7 Agtgr Fnagcgkd

Fnrlgsgrcgk lgtg ygkd pnkua`s pnrjano, pnkua`s tnrtgr`c uktuc inijlnacgk

snfnrgpg fnsgr prjfgf`a`tgs snsnjrgkd lnkdgk cgrgctnr`st`c tnrtnktu inkdgbucgk cag`i

gtgu t`lgc lgagi gsurgks` cnklgrggk fnrijtjr. Ogkyg lnkdgk inkdntgou` cgrgctnr`st`c

mgajk pnindgkd pja`s, c`tg lgpgt inipnrc`rgcgk gpgcgo mgajk pnindgkd pja`s tu gcgk

inkdgbucgk cag`i gtgu t`lgc. Lgtg ygkd l`dukgcgk glgago lgtg ygkd sulgo l`pnrjano

lgr` fucu Dnknrga`znl A`kngr Ijlna ejr @ksurgkmn Lgtgygkd l`tua`s jano X`nt ln Bjkd

lgk D`aa`gk R. Onaanr. Lgtg ygkd gcgk l`jago inrupgcgk lgtg gsurgks` cnklgrggk

fnrijtjr ygkd l`mgtgt snagig sgtu tgouk (tgouk 688< sgipg` 688>) ygkd tnrl`r` lgr`

54?>5 pja`s l`igkg

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FGF @@

AGKLG]GK \NJV@

6.7 Ugr`gfna Cgtndjr`cga

Ugr`gfna cgtndjr`cga inrupgcgk vgr`gfna o`tukd ygkd fnrupg cgtndjr` lgtg lgk

fnrs`egt t`lgc lgpgt l`agcucgk jpnrgs` igtnigt`cg. Ugr`gfna cgtndjr`cga l`fgd` lgagi

t`dg bnk`s, yg`tu2

6.7.7 Ugr`gfna Cgtndjr`cga F`knr

Ugr`gfna cgtndjr`cga f`knr glgago bnk`s vgr`gfna cgtndjr`cga ygkd ogkyg

ini`a`c` lug bgwgfgk. Mjktjokyg bnk`s cnagi`k. ]nsnjrgkd lgpgt fnrbnk`s

cnagi`k agc`-agc` gtgu pnrnipugk.

6.7.6 Ugr`gfna Cgtndjr`cga Kji`kga

Ugr`gfna cgtndjr`cga kji`kga glgago bnk`s vgr`gfna cgtndjr`cga ygkd

ini`a`c` anf`o lgr` lug bgwgfgk tgkpg inipnrogt`cgk t`kdcgtgkkyg.

Mjktjokyg djajkdgk lgrgo. ]nsnjrgkd lgpgt ini`a`c` djajkdgk lgrgo fnrbnk`s

G/F/GF/J, kgiuk djajkdgk lgrgo G fucgk fnrgrt` anf`o fg`c lgr`pglg

djajkdgk lgrgo F fnd`tu puag ygkd ag`kkyg. Bgl`, cnnipgt bgwgfgk tnrsnfut

sgig t`kdcgtgkkyg.

6.7.= Ugr`gfna Cgtndjr`cga Jrl`kga

Ugr`gfna cgtndjr`cga jrl`kga glgago bnk`s vgr`gfna cgtndjr`cga ygkd

ini`a`c` anf`o lgr` lug bgwgfgk lnkdgk inipnrogt`cgk t`kdcgtgkkyg.Mjktjokyg t`kdcgt aucg ygkd l`gagi` lgagi cnmnagcggk (72 r`kdgk, 62 snlgkd, =2

fnrgt).

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6.6 Dnknrga` znl A `kngr Ijlna(DAI)

Dnknrga`znl a`kngr ijlna (DAI) inrupgcgk snfugo intjln uktuc ina`ogt

oufukdgk gktgrg vgr`gfna rnspjk (vgr`gfan fnfgs) lnkdgk vgr`gfna prnl`ctjr (vgr`gfan

tnr`cgt). Ugr`gfna rnspjk glgago vgr`gfna ygkd l`p`a`o uktuc l`gigt` pnrufgogkkyg

gc`fgt lgr` pnrufgogk vgr`gfna-vgr`gfna ag`k l`igkg vgr`gfna-vgr`gfna ag`k `tu

l`kgigcgk vgr`gfna prnl`ctjr. ]no`kddg, Oufukdgk `k` lgpgt c`tg a`ogt inagau`

pnrufgogk ygkd tnrbgl` pglg vgr`gfna rnspjk cnt`cg vgr`gfna prnl`ctjr budg fnrufgo.

Xni`a`ogk vgr`gfna prnl`ctjr pglg uiuikyg l`gsuis`cgk inkurut ajd`cg lgr` egctg

ygkd tnrbgl`, cniul`gk pnkdgruokyg tnroglgp vgr`gfna rnspjk gcgk l` mnc inagau`

prjsns snancs` vgr`gfna.

Lug oga ygkd ogrus l`pnrogt`cgk lgagi inkddukgcgk intjln `k`, yg`tu27. l`str`fus` vgr`gfna rnspjk inrupgcgk gkddjtg lgr` l`str`fus` cnaugrdg ncspjknks`ga,

6. trgksejrigs` k`ag` ingk uktuc vgr`gfna rnspjk ini`a`c` oufukdgk ygkd a`k`nr

tnroglgp vgr`gfan-vgr`gfna prnl`ctjrkyg.

6.6.7 L`str`fus` Cnaugrdg Ncspjknks`ga

L`str`fus` ygkd inrupgcgk gkddjtg l`str`fus` cnaugrdg ncspjknks`ga

ini`a`c` eukds` pnaugkd ygkd lgpgt l`tua`scgk cn lgagi fnktuc

9 , nxp l`igkg l`snfut pgrgintnr cgkjk`c lgk l`snfut pgrgintnr l`spnrs`.Xni`a`ogk lgk eukds` gcgk inipnkdgruo` bnk`s l`str`fus`kyg. ^ktuck`ag` ingklgk vgr`gks`kyg lgpgt l`tua`s

9 9

l`igkg turukgk pnrtgig tnroglgp lgk turukgk cnlug tnroglgp . C`tg budg lgpgt inkua`scgk 9 9 ygkd inrupgcgkeukds` vgr`gks` ygkd inipnra`ogtcgk oufukdgk ingk lnkdgk vgr`gks`kyg.

Mjktjo lgr` l`str`fus` cnaugrdg ncspjknks`ga glgago l`str`fus` kjriga, l`str`fus`

pj`ssjk, l`str`fus` dgiig, lgk l`str`fus` f`kji`ga.

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6.6.7.7 A`kclgk Mgkjk`mga A `kc

\nago l`bnagscgk snfnauikyg fgowg trgksejrigs` k`ag` ingk

uktuc vgr`gfna rnspjk ini`a`c` oufukdgk ygkd a`k`nr tnroglgp vgr`gfan-

vgr`gfna prnl`ctjrkyg gtgu lgpgt c`tg tua`s

9 l`igkg eukds` trgksejrigs` `k` l`snfut snfgdg` eukds` a`kc. Eukds` `k`inknktucgk oufukdgk ygkd snpnrt` gpg gktgrg ingklnkdgk vgr`gfna-

vgr`gfna prnl`ctjrkyg. Gpgf`ag 9 , igcg eukds` trgksejrigs` `k` l`kgigcgk mgkjk`mga a`kc. Fnr`cut `k` fnfnrgpg eukds` a`kc ygkd

uiui l`dukgcgk.

6.6.6 L`str`fus` Fnrkjuaa` ]nfgdg` ]gago ]gtu Gkddjtg Cnaugrdg Ncspjknks`ga

I`sgacgk P glgago vgr`gfna rnspjk fnrl`str`fus` Fnrkjuaa` (F7, ).Eukds` pnaugkd lgr` P glgago

9 9

7

9

7 9 nxp { a k

+ a k7 }

lgk l`lgpgt

, 9 7, 9 7, 9ak 7 , 9 ak7 + sno`kddg l`str`fus` Fnrkjuaa` inrupgcgk sgagi sgtu gkddjtg lgr` l`str`fus` cnaugrdg

ncspjknks`ga.

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6.6.= Fgsn AnvnaUgr`gfna Cgtndjr`cga

Fgsn anvnal`pnraucgk b`cg vgr`gfna prnl`ctjr ygkd l`dukgcgk inrupgcgk

vgr`gfna cgtndjr`cga. Dukgkyg snfgdg` lgsgr pnkducurgk uktuc

inifgkl`kdcgk anvna (cgtndjr`) ag`k ygkd tnriugt pglg vgr`gfna cgtndjr`cga

ygkd sgig.Fgsn anvnaygkd l`p`a`o inrupgcgk anvna (cgtndjr`) ygkd ini`a`c`

buiago erncunks` tnrfgkygc lgagi vgr`gfna cgtndjr` tnrsnfut. ]nag`k `tu puag,

lgagi inifgkduk ijlna `k` l`futuocgk vgr`gfna luiiy. I`sgacgk snfugo

vgr`gfna cgtndjr`cga ini`a`c` r anvna, igcg l`futuocgk vgr`gfna luiiy

snfgkygc r-7 vgr`gfna. Ugr`gfna luiiy l`fnktuc lgr` anvna-anvna (cgtndjr`-

cgtndjr`) ygkd fucgk inrupgcgk fgsn anvna.

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FGF @@@

GKGA@]@] LGK OG]@A XNKNA@\@GK

=.7 Ugr`gfna Vnspjk lgk Ugr`gfna Xrnl`ctjr pglg Lgtg

Ugr`gfna rnspjk glgago vgr`gfna ygkd l`p`a`o uktuc l`gigt` pnrufgogkkyg gc`fgt

lgr` pnrufgogk vgr`gfna-vgr`gfna ag`k l`igkg vgr`gfna-vgr`gfna ag`k `tu l`kgigcgk

vgr`gfna prnl`ctjr. Jano cgrnkg `tu, vgr`gfna rnspjk ygkd l`p`a`o lgr` lgtg `k` glgago

vgr`gfna maiygkd inkygtgcgk jmmurrnkmn je g mag`i. Xni`a`ogk vgr`gfna mai snfgdg`

vgr`gfna rnspjk budg l`pnkdgruo` jano tubugk gwga, yg`tu inknktucgk ijlna rndrns`ygkd mjmjc uktuc inkdnst`igs` prjfgf`a`tgs snsnjrgkd lnkdgk cgrgctnr`st`c tnrtnktu

inkdgbucgk cag`i gtgu t`lgc lgagi gsurgks` cnklgrggk fnrijtjr. Ugr`gfna mai `k`

tnrigsuc cn lgagi vgr`gfna cgtndjr`cga f`knr l`igkg

82 inkygtgcgk snsnjrgkd t`lgc inkdgbucgk cag`i, lgk

72 inkygtgcgk snsnjrgkd inkdgbucgk cag`i

gtgs gsurgks` cnklgrggk fnrijtjrkyg. Glgpuk vgr`gfna-vgr`gfna ag`k ygkd inkbgl`

vgr`gfna prnl`ctjrkyg, yg`tu

gdnmgt2 cgtndjr` us`g pnkdniul` ygkd tnrl`r` lgr` 5 cgtndjr` (7, 6, =, , 5) l`igkg

cgtndjr` 7 ygkd pga`kd iulg,

grng2 w`agygo tnipgt t`kddga pnkdniul` ygkd tnrl`r` lgr` 5 cgtndjr` (G, F, M, L, N, E),

vnoZfjly2 cgtndjr` t`pn fglgk cnklgrggk ygkd tnrl`r` lgr` 7= cgtndjr` yg`tu

j F^],

j MJKU\2 mjkvnrt`fan,

j

MJ^XN,

j OFGMC2 ogtmofgmc,

j OL\JX2 ogrltjp,

j IMGVG2 ijtjr`znl mgrgvgk,

j I@F^]2 i`k`fus,

j XGKUK2 pgkna vgk,

j VL]\V2 rjglstnr,

j

]NLGK,

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j ]\KTD2 stgt`jk wgdjk,

j \V^MC, lgk

j ^\Nut`a`ty,

vnoZvgaun2 inkygtgcgk ogrdg cnklgrggk lgagi sgtugk 78.888 ljagr.

=.6 ]tgt`st`cg Lnscr`pt`e lgk Fgsn Anvna

7. Ugr`gfna gdnmgt

Xglg o`stjdrgi l`sgip`kd, tnra`ogt fgowg

pja`s snfgd`gk fnsgr fnrglg pglg cgtndjr`

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=. Ugr`gfna vnoZfjly

Xglg o`stjdrgi l`sgip`kd, tnra`ogt fgowg pja`s snfgd`gk fnsgr ini`a`c`

cnklgrggk lnkdgk t`pn fglgk ]NLGK. Grt`kyg erncunks` cgtndjr` ]NLGK anf`o fnsgr

l`fgkl`kdcgk cgtndjr`-cgtndjr` ag`k, bgl` cgtndjr` ]NLGK l`igsuccgk snfgdg` fgsn

anvnauktuc vgr`gfna vnoZfjly.

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\nra`ogt fgowg k`ag` ingkanf`o fnsgr lgr` k`ag` inl`gk. @k` inkukbuccgk

fgowg glg fnfnrgpg ogrdg cnklgrggk ygkd rnagt`e t`kdd` (igoga).

Cniul`gk fjxpajtlgr` jmmurrnkmn je mag`itnroglgp ogrdg cnklgrggk (vno`man

vgaun) inipnra`ogtcgk pnindgkd pja`s ygkd ini`a`c` ogrdg cnklgrggk ygkd

vgr`gks`kyg anf`o fnsgr mnklnrukd t`lgc inkdgbucgk cag`i. Oga `k` iukdc`k tnrbgl`

cgrnkg ogrdg cnklgrggk ygkd t`kdd` (igoga) bgrgkd uktuc rusgc. ktuc ogrdg cnklgrggk

ygkd rnagt`e rnklgo, pnindgkd pja`s mnklnrukd uktuc inkdgbucgk cag`i.

Drge`c l`gtgs inkukbuccgksmgttnrpajtuktucsijjtonl lgtg, ijlna cuglrgt`c,

lgk ijlna cuf`c. Xglgsmgttnrpajtuktucsijjtonl lgtg tnra`ogt fgowg ogrdg cnklgrggk

t`lgc fnroufukdgk snmgrg a`k`nr lnkdgk jmmurrnkmn je mag`i. Jano cgrnkg `tu iukmua

pnrc`rggk fgowg ijlna rndrns` ygkd iukdc`k mjmjc glgago ijlna cuglrgt`c gtgu

cuf`c. ]ntnago l`agcucgk rndrns` pja`kji`ga fnrlnrgbgt lug lgk t`dg l`igkg vgr`gfna

rnspjkkyg mai lgk vgr`gfna prnl`ctjrkyg vnoZvgaun (tnrlgpgt pglg fucu Dnknrga`znl

A`kngr Ijlna ejr @ksurgkmn Lgtgygkd l`tua`s jano X`nt ln Bjkd lgk D`aa`gk R. Onaanr),

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ijlna cuglrgt`c ygkd tnra`ogt anf`o mjmjc l`fgkl`kdcgk lnkdgk ijlna cuf`c. Gcgk

tntgp`, pglgsmgttnrpajtl`gtgs, tnra`ogt puag ijlna cuglrgt`c `k` t`lgc mjmjc uktuc k`ag`

cnklgrggk ygkd t`kdd`. Jano cgrnkg `tu, l`agcucgkago fgkl`kd. C`tg gcgk

inkdcgtndjr`cgk vgr`gfna vnoZvgaun inkbgl` 5 cgtndjr` lgk inifugtkyg inkbgl`

vgr`gfna fgru yg`tu vgr`gfna vgaunmgt.

Ogs`a fgkl`kd pglg smgttnrpajt l`gtgs inkukbucgk fgowg vgr`gfna vgaunmgt

anf`o mjmjc uktuc lgtgkyg l`fgkl`kdcgk ijlna cuglrgt`c snfnauikyg ygkd

inkddukgcgk vgr`gfna vnoZvgaun snfgdg` vgr`gfna prnl`ctjr tgkpg fgkl`kd. Jano

cgrnkg `tu, vgr`gfna vgaunmgt gcgk inkddgkt`cgk vgr`gfna vnoZvgaun snfgdg` vgr`gfna

prnl`ctjrkyg.

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Xglg o`stjdrgi l`sgip`kd, tnra`ogt

fgowg pja`s snfgd`gk fnsgr ini`a`c`

cnklgrggk lnkdgk ogrdg pglg cgtndjr` 7.

Grt`kyg erncunks` cgtndjr` 7 anf`o fnsgr

l`fgkl`kdcgk cgtndjr`-cgtndjr` ag`k, bgl`

cgtndjr` 7 l`igsuccgk snfgdg` fgsn anvna

uktuc vgr`gfna vgaunmgt.

Cgrnkg sniug vgr`gfna prnl`ctjrkyg inrupgcgk vgr`gfna cgtndjr`cga, igcg

uktuc inijlnacgk lgtg `k` l`pnraucgk sugtu fgsn anvnaygkd sulgo l`p`a`o l`gtgs lgk

budg pnifugtgk vgr`gfna luiiy. Bgl`, vgr`gfna luiiyuktuc vgr`gfna gdnmgt fnrbuiago

> vgr`gfna, vgr`gfna luiiyuktuc vgr`gfna grng fnrbuiago > vgr`gfna, vgr`gfna luiiy

uktuc vgr`gfna vnoZfjly fnrbuiago 76 vgr`gfna, lgk vgr`gfna luiiyuktuc vgr`gfna

vgaunmgt fnrbuiago > vgr`gfna. ]no`kddg buiago vgr`gfna luiiyuktuc snauruo vgr`gfna

prnl`ctjr glgago 64 vgr`gfna.

=.= Xnijlnagk Inkddukgcgk Ajd`st`m Vndrnss`jk

Ugr`gfna rnspjk (mai) inrupgcgk vgr`gfna cgtndjr`cga f`knr sno`kddg sgkdgt

mjmjc lnkdgk s`egt l`str`fus` Fnrkjuaa`, yg`tu ogkyg ini`a`c` lug cniukdc`kgk

cnbgl`gk ygkd sga`kd anpgs. Lgpgt l`s`ipuacgk fgowg vgr`gfna mai fnrl`str`fus`F7, , l`igkg glgago pnaugkd snsnjrgkd inkdgbucgk cag`i. Cgrnkg vgr`gfnarnspjkkyg fnrl`str`fus` Fnrkjuaa`, igcg l`p`a`o eukds` a`kc ajd`t sno`kddg ak snfgdg` mgkjk`mga a`kc. ^ktuc l`str`fus` Fnrkjuaa`, k`ag` 9 .

]ulgo l`bnagscgk fgowg tnrlgpgt 64 vgr`gfna luiiy uktuc ijlna `k`. C`tg

i`sgacgk2

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inkygtgcgk uiur pnindgkd pja`s lnkdgk cgtndjr` us`g 7,inkygtgcgk uiur pnindgkd pja`s lnkdgk cgtndjr` us`g 6,inkygtgcgk uiur pnindgkd pja`s lnkdgk cgtndjr` us`g =,

inkygtgcgk uiur pnindgkd pja`s lnkdgk cgtndjr` us`g >,inkygtgcgk uiur pnindgkd pja`s lnkdgk cgtndjr` us`g 5,inkygtgcgk w`agygo tnipgt t`kddga pnindgkd pja`s lnkdgk cgtndjr` grng G,inkygtgcgk w`agygo tnipgt t`kddga pnindgkd pja`s lnkdgk cgtndjr` grng F,inkygtgcgk w`agygo tnipgt t`kddga pnindgkd pja`s lnkdgk cgtndjr` grng L,inkygtgcgk w`agygo tnipgt t`kddga pnindgkd pja`s lnkdgk cgtndjr` grng N,inkygtgcgk w`agygo tnipgt t`kddga pnindgkd pja`s lnkdgk cgtndjr` grng E,

inkygtgcgk pnindgkd pja`s lnkdgk t`pn fglgk cnklgrggk cgtndjr` F^],

inkygtgcgk pnindgkd pja`s lnkdgk t`pn fglgk cnklgrggk cgtndjr` MJKU\,inkygtgcgk pnindgkd pja`s lnkdgk t`pn fglgk cnklgrggk cgtndjr` MJ^XN,inkygtgcgk pnindgkd pja`s lnkdgk t`pn fglgk cnklgrggk cgtndjr` OFGMC,inkygtgcgk pnindgkd pja`s lnkdgk t`pn fglgk cnklgrggk cgtndjr` OL\JX,inkygtgcgk pnindgkd pja`s lnkdgk t`pn fglgk cnklgrggk cgtndjr` IMGVG,inkygtgcgk pnindgkd pja`s lnkdgk t`pn fglgk cnklgrggk cgtndjr` I@F^],

inkygtgcgk pnindgkd pja`s lnkdgk t`pn fglgk cnklgrggk cgtndjr` XGKUK,

inkygtgcgk pnindgkd pja`s lnkdgk t`pn fglgk cnklgrggk cgtndjr` VL]\V,,inkygtgcgk pnindgkd pja`s lnkdgk t`pn fglgk cnklgrggk cgtndjr` ]\KTD,,inkygtgcgk pnindgkd pja`s lnkdgk t`pn fglgk cnklgrggk cgtndjr` \V^MC,,inkygtgcgk pnindgkd pja`s lnkdgk t`pn fglgk cnklgrggk cgtndjr` ^\N,inkygtgcgk ogrdg cnklgrggk lnkdgk cgtndjr` 6,inkygtgcgk ogrdg cnklgrggk lnkdgk cgtndjr` =,

inkygtgcgk ogrdg cnklgrggk lnkdgk cgtndjr` , lgkinkygtgcgk ogrdg cnklgrggk lnkdgk cgtndjr` 5.Bgl`, ijlna ygkd gcgk l`fgkduk glgago

9 + + + + + ++ + + ,+ + + .

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Lnkdgk inkddukgcgk sjetwgrn ]G], gcgk l`fugt ijlna rndrns`kyg. Fnr`cut glgago

ogs`a jutput ]G] uktuc ijlna rndrns`kyg.

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7/21/2019 Membangun Model Regresi Menggunakan Logistic Regression

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Cntnrgkdgk2

Igcsul lgr` mai 9 7 pglg Vnspjksn Xrje`an l`gtgs glgago c`tg ini`a`o

pgrgintnr snfgdg` pnaugkd fgowg pnindgkd pja`s inkdgbucgk cag`i.

Xglg Magss Anvna @kejrigt`jk, igtr`cs tnrsnfut glgago lns`dkigtr`cskyg. Xglg Gkgays`s je Igx`iui A`cna`ojjl Nst`igtn, fgd`gk Nst`igtn glgago

nst`igs` k`ag` uktuc , , , . Xglg \ypn = Gkgays`s je Neenmt, uktuc inkdub` s`dk`e`cgks` vgr`gfna-vgr`gfna

prnl`ctjr tnroglgp ijlna rndrns`kyg.

Xglg Jlls Vgt`j Nst`igtn, inkukbuccgk prjpjrs` pnaugkd snsnjrgkd

inkdgbucgk cag`i lnkdgk pnaugkd snsnjrgkd t`lgc inkdgbucgk cag`i, yg`tu

7 .Mjktjokyg pglg gdnmgt 7 vs

7/21/2019 Membangun Model Regresi Menggunakan Logistic Regression

19/21

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Cns`ipuagk lgk ]grgk

7/21/2019 Membangun Model Regresi Menggunakan Logistic Regression

20/21

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Onaanr, D`aa`gk R. lgk X`nt ln Bjkd. 688?. Dnknrga`znl A`kngr Ijlna ejr @ksurgkmn Lgtg.

Knw Pjrc2 Mgifr`ldn ^k`vnrs`ty Xrnss

Ogpsgr`, @klgo Kur`kg E`tr`. 687

Enray, Galj. 687=.Xjbjc ]tgt`st`c2 Inigogi` Ugr`gfna.ottp2//www.galjenray.mji/pjbjc-

stgt`st`c-inigogi`-vgr`gfna/ (L`gcsns pglg 7= In` 687>)

http://www.aldoferly.com/pojok-statistik-memahami-variabel/http://www.aldoferly.com/pojok-statistik-memahami-variabel/http://www.aldoferly.com/pojok-statistik-memahami-variabel/http://www.aldoferly.com/pojok-statistik-memahami-variabel/

7/21/2019 Membangun Model Regresi Menggunakan Logistic Regression

21/21

AGIX@VGK

O`stjdrgi Ugr`gfna Gdnmgt

XVJM DMOGV\ LG\G9E`csuk.Mgr3UFGV gdnmgt/KGIN9"Gdn Mgtndjry" \PXN9EVNW

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O`stjdrgi Ugr`gfna Grng

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IG_@]9G_@]73agfna grng9"Grng"3

ruk3

O`stjdrgi Ugr`gfna UnoZFjly

XVJM DMOGV\ LG\G9E`csuk.Mgr3

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O`stjdrgi Ugr`gfna UnoZUgaun

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Fjxpajt Ugr`gfna UnoZUgaun

syifja `ktnrpja9fjxt3

prjm dpajt lgtg9E`csuk.Mgr3

pajt vnoZvgaun*mai3

ruk3

Xnijlnagk Inkddukgcgk Ajd`st`m Vndrnss`jk

LG\G Es.Mgr3

]N\ Es.Mgr3vgaunmgt 9 .3

@E (vnoZvgaun196.>) \ONK vgaunmgt 9 73

@E (6.>1vnoZvgaun19>) \ONK vgaunmgt 9 63

@E (>1vnoZvgaun194.>) \ONK vgaunmgt 9 =3

@E (4.>1vnoZvgaun1978) \ONK vgaunmgt 9 ) \ONK vgaunmgt 9 >3

@E (vnoZvgaun;76.>) \ONK vgaunmgt 9 53V^K3

Xrjm ajd`st`m lgtg9E`csuk.Mgr lnsmnkl`kd3

magss gdnmgt(rne9"