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Uji Normalitas a. Grafik Histogram Grafik Normal Plot Hasil Uji Normalitas dengan Uji Kolmogorov-Smirov Uji Heteroskedastisitas a. Grafik Scatterplot Uji Glejser Uji Autokorelasi a. Uji Durbin-Watson Uji Runs Uji Multikolinieritas

1. Analisis Data Statistik

Descrptive Statistics N Minimum Maximum Mean Std. Deviation BOPO 32 59.93 93.04 75.0822 8.98776 NPL 32 .36 4.01 1.7534 1.14965 CAR 32 13.20 22.91 16.4369 2.26087 LDR 32 54.30 108.86 81.3516 15.40198 NIM 32 4.47 10.86 6.5134 1.83856 BANKSIZE 32 24.40 27.47 26.2756 .83736 ROA 32 .85 5.15 2.9891 1.24501 Valid N listwise 32

1.1. Uji Normalitas a. Grafik Histogram

b. Grafik Normal Plot

c. Hasil Uji Normalitas dengan Uji Kolmogorov-Smirov

One-Sample Kolmogorov-Smirnov Test Unstandardized Residual N 32 Normal Parameters a,,b Mean .0000000 Std. Deviation .24744045 Most Extreme Differences Absolute .091 Positive .063 Negative -.091 Kolmogorov-Smirnov Z .514 Asymp. Sig. 2-tailed .954 a. Test distribution is Normal. b. Calculated from data.

1.2 Uji Heteroskedastisitas a. Grafik Scatterplot

b. Uji Glejser

������������ � Model Unstandardized Coefficients Standardized Coefficients t Sig. B Std. Error Beta 1 Constant 2.075 2.636 .787 .439 BOPO -.008 .008 -.536 -1.082 .290 NPL .043 .051 .328 .836 .411 CAR .011 .015 .178 .743 .465 LDR -.003 .002 -.305 -1.303 .204 NIM -.029 .017 -.374 -1.711 .099 BANKSIZE -.041 .072 -.243 -.565 .577 a. Dependent Variable: Absut

1.3. Uji Autokorelasi a. Uji Durbin-Watson

Model Summary b Model R R Square Adjusted R Square Std. Error of the Estimate Durbin-Watson 1 .982 a .964 .955 .26386 2.171 a. Predictors: Constant, BANKSIZE, CAR, NIM, LDR, NPL, BOPO b. Dependent Variable: ROA

b. Uji Runs

Runs Test Unstandardized Residual Test Value a -.02713 Cases Test Value 16 Cases = Test Value 16 Total Cases 32 Number of Runs 15 Z -.539 Asymp. Sig. 2-tailed .590 a. Median

1.4. Uji Multikolinieritas

Coefficients a Model Unstandardized Coefficients Standardized Coefficients t Sig. Collinearity Statistics B Std. Error Beta Tolerance VIF 1Constant 3.086 3.906 .790 .437 BOPO -.076 .016 -.548 -4.835 .000 .113 8.879 NPL -.151 .104 -.130 -1.454 .158 .180 5.553 CAR .026 .026 .047 .986 .334 .628 1.591 LDR .008 .004 .101 2.070 .049 .608 1.643 NIM .302 .032 .446 9.316 .000 .633 1.580 BANKSIZE .105 .099 .084 1.064 .298 .231 4.336 a. Dependent Variable: ROA 2. Pengujian Hipotesis 2.1. Analisis Regresi Berganda Coefficients a Model Unstandardized Coefficients Standardized Coefficients t Sig. B Std. Error Beta 1 Constant 3.086 3.906 .790 .437 BOPO -.076 .016 -.548 -4.835 .000 NPL -.151 .104 -.130 -1.454 .158 CAR .026 .026 .047 .986 .334 LDR .008 .004 .101 2.070 .049 NIM .302 .032 .446 9.316 .000 BANKSIZE .105 .099 .084 1.064 .298 a. Dependent Variable: ROA

2.2. Uji F

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