collinierity test

3
1. Collinierity Test Coefficients a Model Unstandardized Coefficients Standardized Coefficients t Sig. Collinearity Statistics B Std. Error Beta Tolerance VIF 1 (Constant ) -4,259E9 9,375E9 -,454 ,650 AIN 7,505E8 7,016E8 ,065 1,070 ,286 ,691 1,448 CUS_1 ,000 ,001 -,052 -,638 ,524 ,384 2,606 CUS_2 -455467,613 787139,905 -,037 -,579 ,563 ,628 1,593 CUS_3 6,398E9 1,365E10 ,025 ,469 ,640 ,903 1,107 CUS_5 ,003 ,018 ,011 ,153 ,879 ,544 1,839 CUS_6 4,148E8 7,276E8 ,034 ,570 ,569 ,709 1,411 RUL -1,685E8 6,693E8 -,015 -,252 ,801 ,722 1,385 EDU 1,058E9 6,837E8 ,097 1,548 ,123 ,659 1,518 SKL_1 -8,252E8 8,031E8 -,066 -1,028 ,305 ,617 1,621 SKL_2 -5,647E8 9,597E8 -,039 -,588 ,557 ,573 1,746 SKL_3 8,529E8 1,540E9 ,038 ,554 ,580 ,541 1,847 EXP 1,787E8 2,680E8 ,037 ,667 ,505 ,830 1,204 INDP -2,348E8 9,157E8 -,016 -,256 ,798 ,640 1,561 TENU 9901066,449 10060526,96 3 ,054 ,984 ,326 ,859 1,164 CONT 339,664 41,623 ,484 8,160 ,000 ,731 1,368 LnCUS_4 -2,755E8 2,539E8 -,076 -1,085 ,279 ,518 1,930 a. Dependent Variable: AUDYIELD Kesimpulan VIF < 10 for all variable Coefficient Correlations a Model LnCUS_4 EDU SKL_3 CUS_6 TENU CUS_3 EXP CUS_5 INDP CONT RUL AIN CUS_2 SKL_1 SKL_2 CUS_1 1 Correlation s LnCUS_4 1,000 ,000 -,023 -,017 -,016 ,065 ,049 ,053 -,044 -,137 ,343 -,329 -,255 -,014 ,056 -,256 EDU ,000 1,000 ,223 -,095 ,044 ,029 -,125 -,087 ,299 ,020 ,033 -,013 -,011 -,443 -,262 ,045 SKL_3 -,023 ,223 1,000 -,109 -,063 -,014 ,211 -,048 -,214 ,128 -,004 -,008 ,037 -,238 -,573 ,067 CUS_6 -,017 -,095 -,109 1,000 -,010 -,127 -,003 ,044 ,027 -,022 ,293 ,337 -,041 ,066 ,046 -,051 TENU -,016 ,044 -,063 -,010 1,000 -,061 -,035 ,055 -,041 -,141 -,094 -,028 -,182 ,028 -,044 -,054 CUS_3 ,065 ,029 -,014 -,127 -,061 1,000 ,027 -,104 -,017 -,101 ,016 ,044 ,010 ,031 ,013 ,192 EXP ,049 -,125 ,211 -,003 -,035 ,027 1,000 -,039 -,268 ,119 ,043 ,028 ,097 ,090 -,059 ,059 CUS_5 ,053 -,087 -,048 ,044 ,055 -,104 -,039 1,000 ,059 ,126 -,035 -,099 ,020 -,012 ,029 -,624 INDP -,044 ,299 -,214 ,027 -,041 -,017 -,268 ,059 1,000 ,019 -,050 ,019 -,108 -,399 ,251 -,035 CONT -,137 ,020 ,128 -,022 -,141 -,101 ,119 ,126 ,019 1,000 -,003 -,059 -,091 -,123 -,063 -,208 RUL ,343 ,033 -,004 ,293 -,094 ,016 ,043 -,035 -,050 -,003 1,000 -,181 -,063 ,055 -,016 -,019 AIN -,329 -,013 -,008 ,337 -,028 ,044 ,028 -,099 ,019 -,059 -,181 1,000 -,021 ,007 -,041 ,133

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Page 1: Collinierity Test

1. Collinierity Test

Coefficientsa

Model

Unstandardized Coefficients

Standardized

Coefficients

t Sig.

Collinearity Statistics

B Std. Error Beta Tolerance VIF

1 (Constant) -4,259E9 9,375E9 -,454 ,650

AIN 7,505E8 7,016E8 ,065 1,070 ,286 ,691 1,448

CUS_1 ,000 ,001 -,052 -,638 ,524 ,384 2,606

CUS_2 -455467,613 787139,905 -,037 -,579 ,563 ,628 1,593

CUS_3 6,398E9 1,365E10 ,025 ,469 ,640 ,903 1,107

CUS_5 ,003 ,018 ,011 ,153 ,879 ,544 1,839

CUS_6 4,148E8 7,276E8 ,034 ,570 ,569 ,709 1,411

RUL -1,685E8 6,693E8 -,015 -,252 ,801 ,722 1,385

EDU 1,058E9 6,837E8 ,097 1,548 ,123 ,659 1,518

SKL_1 -8,252E8 8,031E8 -,066 -1,028 ,305 ,617 1,621

SKL_2 -5,647E8 9,597E8 -,039 -,588 ,557 ,573 1,746

SKL_3 8,529E8 1,540E9 ,038 ,554 ,580 ,541 1,847

EXP 1,787E8 2,680E8 ,037 ,667 ,505 ,830 1,204

INDP -2,348E8 9,157E8 -,016 -,256 ,798 ,640 1,561

TENU 9901066,449 10060526,963 ,054 ,984 ,326 ,859 1,164

CONT 339,664 41,623 ,484 8,160 ,000 ,731 1,368

LnCUS_4 -2,755E8 2,539E8 -,076 -1,085 ,279 ,518 1,930

a. Dependent Variable: AUDYIELD

KesimpulanVIF < 10 for all variable

Coefficient Correlationsa

Model LnCUS_4 EDU SKL_3 CUS_6 TENU CUS_3 EXP CUS_5 INDP CONT RUL AIN CUS_2 SKL_1 SKL_2 CUS_1

1 Correlations LnCUS_4 1,000 ,000 -,023 -,017 -,016 ,065 ,049 ,053 -,044 -,137 ,343 -,329 -,255 -,014 ,056 -,256

EDU ,000 1,000 ,223 -,095 ,044 ,029 -,125 -,087 ,299 ,020 ,033 -,013 -,011 -,443 -,262 ,045

SKL_3 -,023 ,223 1,000 -,109 -,063 -,014 ,211 -,048 -,214 ,128 -,004 -,008 ,037 -,238 -,573 ,067

CUS_6 -,017 -,095 -,109 1,000 -,010 -,127 -,003 ,044 ,027 -,022 ,293 ,337 -,041 ,066 ,046 -,051

TENU -,016 ,044 -,063 -,010 1,000 -,061 -,035 ,055 -,041 -,141 -,094 -,028 -,182 ,028 -,044 -,054

CUS_3 ,065 ,029 -,014 -,127 -,061 1,000 ,027 -,104 -,017 -,101 ,016 ,044 ,010 ,031 ,013 ,192

EXP ,049 -,125 ,211 -,003 -,035 ,027 1,000 -,039 -,268 ,119 ,043 ,028 ,097 ,090 -,059 ,059

CUS_5 ,053 -,087 -,048 ,044 ,055 -,104 -,039 1,000 ,059 ,126 -,035 -,099 ,020 -,012 ,029 -,624

INDP -,044 ,299 -,214 ,027 -,041 -,017 -,268 ,059 1,000 ,019 -,050 ,019 -,108 -,399 ,251 -,035

CONT -,137 ,020 ,128 -,022 -,141 -,101 ,119 ,126 ,019 1,000 -,003 -,059 -,091 -,123 -,063 -,208

RUL ,343 ,033 -,004 ,293 -,094 ,016 ,043 -,035 -,050 -,003 1,000 -,181 -,063 ,055 -,016 -,019

AIN -,329 -,013 -,008 ,337 -,028 ,044 ,028 -,099 ,019 -,059 -,181 1,000 -,021 ,007 -,041 ,133

CUS_2 -,255 -,011 ,037 -,041 -,182 ,010 ,097 ,020 -,108 -,091 -,063 -,021 1,000 ,021 ,014 -,219

SKL_1 -,014 -,443 -,238 ,066 ,028 ,031 ,090 -,012 -,399 -,123 ,055 ,007 ,021 1,000 -,004 -,022

Page 2: Collinierity Test

SKL_2 ,056 -,262 -,573 ,046 -,044 ,013 -,059 ,029 ,251 -,063 -,016 -,041 ,014 -,004 1,000 -,047

CUS_1 -,256 ,045 ,067 -,051 -,054 ,192 ,059 -,624 -,035 -,208 -,019 ,133 -,219 -,022 -,047 1,000

Covariances LnCUS_4 6,445E16 -4,434E13 -8,802E15 -3,204E15 -4,119E13 2,236E17 3,334E15 243836,168 -1,029E16 -1,449E9 5,821E16 -5,858E16 -5,102E13 -2,807E15 1,356E16 -33666,686

EDU -4,434E13 4,674E17 2,349E17 -4,735E16 3,039E14 2,688E17 -2,286E16 -1085469,341 1,874E17 5,760E8 1,516E16 -6,348E15 -6,087E12 -2,430E17 -1,720E17 15969,501

SKL_3 -8,802E15 2,349E17 2,371E18 -1,225E17 -9,742E14 -3,045E17 8,698E16 -1344068,429 -3,011E17 8,215E9 -4,115E15 -8,989E15 4,433E13 -2,949E17 -8,472E17 53218,423

CUS_6 -3,204E15 -4,735E16 -1,225E17 5,295E17 -7,618E13 -1,262E18 -4,948E14 583512,458 1,821E16 -6,606E8 1,426E17 1,719E17 -2,334E13 3,871E16 3,206E16 -19288,855

TENU -4,119E13 3,039E14 -9,742E14 -7,618E13 1,012E14 -8,319E15 -9,471E13 10071,715 -3,770E14 -59252769,420 -6,302E14 -1,984E14 -1,438E12 2,276E14 -4,237E14 -280,480

CUS_3 2,236E17 2,688E17 -3,045E17 -1,262E18 -8,319E15 1,865E20 9,952E16 -25869839,488 -2,181E17 -5,742E10 1,461E17 4,227E17 1,030E14 3,427E17 1,740E17 1363205,836

EXP 3,334E15 -2,286E16 8,698E16 -4,948E14 -9,471E13 9,952E16 7,184E16 -190035,571 -6,585E16 1,330E9 7,681E15 5,212E15 2,050E13 1,940E16 -1,521E16 8253,812

CUS_5 243836,168 -1085469,341 -1344068,429 583512,458 10071,715 -25869839,488 -190035,571 ,000 980542,486 ,095 -421183,156 -1260829,277 280,696 -172979,130 501167,266 -5,884E-6

INDP -1,029E16 1,874E17 -3,011E17 1,821E16 -3,770E14 -2,181E17 -6,585E16 980542,486 8,385E17 7,193E8 -3,057E16 1,240E16 -7,803E13 -2,936E17 2,204E17 -16637,255

CONT -1,449E9 5,760E8 8,215E9 -6,606E8 -59252769,420 -5,742E10 1,330E9 ,095 7,193E8 1732,492 -75500747,992 -1,737E9 -2975701,438 -4,109E9 -2,526E9 -,004

RUL 5,821E16 1,516E16 -4,115E15 1,426E17 -6,302E14 1,461E17 7,681E15 -421183,156 -3,057E16 -75500747,992 4,479E17 -8,515E16 -3,319E13 2,931E16 -1,003E16 -6628,041

AIN -5,858E16 -6,348E15 -8,989E15 1,719E17 -1,984E14 4,227E17 5,212E15 -1260829,277 1,240E16 -1,737E9 -8,515E16 4,922E17 -1,138E13 3,921E15 -2,771E16 48275,449

CUS_2 -5,102E13 -6,087E12 4,433E13 -2,334E13 -1,438E12 1,030E14 2,050E13 280,696 -7,803E13 -2975701,438 -3,319E13 -1,138E13 6,196E11 1,330E13 1,037E13 -89,390

SKL_1 -2,807E15 -2,430E17 -2,949E17 3,871E16 2,276E14 3,427E17 1,940E16 -172979,130 -2,936E17 -4,109E9 2,931E16 3,921E15 1,330E13 6,449E17 -2,867E15 -9244,848

SKL_2 1,356E16 -1,720E17 -8,472E17 3,206E16 -4,237E14 1,740E17 -1,521E16 501167,266 2,204E17 -2,526E9 -1,003E16 -2,771E16 1,037E13 -2,867E15 9,210E17 -23166,682

CUS_1 -33666,686 15969,501 53218,423 -19288,855 -280,480 1363205,836 8253,812 -5,884E-6 -16637,255 -,004 -6628,041 48275,449 -89,390 -9244,848 -23166,682 2,693E-7

a. Dependent Variable: AUDYIELD

Kesimpulan:

All variabel memiliki nilai kolinieritas kurang dari 90%

Page 3: Collinierity Test