One-Sample Kolmogorov-Smirnov Test
Perataan Laba NPM
TA FL
N 40
40 40
40 Normal Parameters
a,,b
Mean 3.33851
.09435 3226998.91
.41890 Std. Deviation
2.206268 .084179
6950272.943 .179917
Most Extreme Differences Absolute .134
.204 .330
.119 Positive
.134 .204
.330 .119
Negative -.094
-.147 -.325
-.067 Kolmogorov-Smirnov Z
.845 1.290
2.084 .752
Asymp. Sig. 2-tailed .472
.072 .000
.624 a. Test distribution is Normal.
b. Calculated from data.
4.2.2. Uji Multikolinearitas dengan Nilai Tolerance dan VIF Tabel 4.2
Hasil Uji Multikolinearitas
Coefficients
a
Model Unstandardized Coefficients
Standardized Coefficients
t Sig.
Collinearity Statistics B
Std. Error Beta
Tolerance VIF
1 Constant
1.444 1.133
1.275 .211
NPM 1.539
4.423 .059
.348 .730
.859 1.164
TA -4.121E-8
.000 -.130
-.804 .427
.939 1.065
Universitas Sumatera Utara
FL 4.492
2.111 .366
2.128 .040
.826 1.211
a. Dependent Variable: Perataan Laba
4.2.3. Uji Autokorelasi Tabel 4.3
Hasil Uji Autokorelasi
Model Summary
b
Model R
R Square Adjusted R
Square Std. Error of the
Estimate Durbin-Watson
1 .345
a
.119 .046
2.155435 2.502
a. Predictors: Constant, FL, TA, NPM b. Dependent Variable: Perataan Laba
4.2.4. Uji Heteroskedastisitas Tabel 4.4a
Hasil Uji Heteroskedastisitas Metode Spearman’s rho
Correlations
Unstandardized Residual
NPM TA
FL Spearmans rho Unstandardized Residual Correlation Coefficient
1.000 -.073
.066 -.033
Sig. 2-tailed .
.654 .687
.842 N
40 40
40 40
NPM Correlation Coefficient
-.073 1.000
.231 -.361 Sig. 2-tailed
.654 .
.151 .022
N 40
40 40
40
Universitas Sumatera Utara
TA Correlation Coefficient
.066 .231
1.000 .111
Sig. 2-tailed .687
.151 .
.497 N
40 40
40 40
FL Correlation Coefficient
-.033 -.361
.111 1.000
Sig. 2-tailed .842
.022 .497
. N
40 40
40 40
. Correlation is significant at the 0.05 level 2-tailed.
Tabel 4.4b Hasil Uji Heteroskedastisitas
4.2.5. Analisis Regresi Linier Tabel 4.5.a
Hasil Uji Regresi
Variables EnteredRemoved
Model Variables Entered Variables Removed
Method 1
FL, TA, NPM
a
. Enter a. All requested variables entered.
Universitas Sumatera Utara
Tabel 4.5.b Hasil Uji Regresi
Model Summary
b
Model R
R Square Adjusted R
Square Std. Error of the
Estimate Durbin-Watson
1 .345
a
.119 .046
2.155435 2.502
a. Predictors: Constant, FL, TA, NPM b. Dependent Variable: Perataan Laba
Tabel 4.5c Hasil Uji Regresi
ANOVA
b
Model Sum of Squares
df Mean Square
F Sig.
1 Regression
22.585 3
7.528 1.620
.202
a
Residual 167.252
36 4.646
Total 189.837
39 a. Predictors: Constant, FL, TA, NPM
b. Dependent Variable: Perataan Laba
Tabel 4.5d Hasil Uji Regresi
Coefficients
a
Model Unstandardized Coefficients
Standardized Coefficients
t Sig.
B Std. Error
Beta 1
Constant 1.444
1.133 1.275
.211 NPM
1.539 4.423
.059 .348
.730 TA
-4.121E-8 .000
-.130 -.804
.427 FL
4.492 2.111
.366 2.128
.040
Universitas Sumatera Utara
Coefficients
a
Model Unstandardized Coefficients
Standardized Coefficients
t Sig.
B Std. Error
Beta 1
Constant 1.444
1.133 1.275
.211 NPM
1.539 4.423
.059 .348
.730 TA
-4.121E-8 .000
-.130 -.804
.427 FL
4.492 2.111
.366 2.128
.040 a. Dependent Variable: Perataan Laba
4.3. Pembahasan 4.3.1. Uji Normalitas Data
