Uji Normalitas Fakto-Faktor yang Mempengaruhi Struktur Modal Pada Perusahaan Sektor Property, Real Estate, dan Konstruksi di Bursa Efek Indonesia Tahun 2010-2013

113 Lampiran 4 Uji Asumsi Klasik

a. Uji Normalitas

2 4 6 8 10 12 14 -40 -30 -20 -10 10 20 30 Series: Residuals Sample 1 168 Observations 168 Mean -8.12e-15 Median 0.633007 Maximum 35.69892 Minimum -40.28178 Std. Dev. 17.86165 Skewness -0.042753 Kurtosis 2.190881 Jarque-Bera 4.633895 Probability 0.098574 -60 -40 -20 20 40 60 -50 -40 -30 -20 -10 10 20 30 40 Quantiles of RESID Q u a n ti le s o f N o rm a l Universitas Sumatera Utara 114 b. Uji Heteroskedastisitas Heteroskedasticity Test: Glejser F-statistic 1.863305 Prob. F5,162 0.1035 ObsR-squared 9.136165 Prob. Chi-Square5 0.1038 Scaled explained SS 7.160520 Prob. Chi-Square5 0.2090 Test Equation: Dependent Variable: ARESID Method: Least Squares Date: 071116 Time: 23:59 Sample: 1 168 Included observations: 168 Variable Coefficient Std. Error t-Statistic Prob. C 23.41844 7.680381 3.049125 0.0027 SIZE -1.396025 1.241865 -1.124136 0.2626 ROA 0.164032 0.135345 1.211956 0.2273 RISIKO_BISNIS 0.000460 0.000259 1.773586 0.0780 TIE -0.000136 0.000102 -1.340822 0.1819 P_AKTIVA -0.033913 0.047997 -0.706555 0.4809 R-squared 0.054382 Mean dependent var 14.94900 Adjusted R-squared 0.025196 S.D. dependent var 9.707103 S.E. of regression 9.584032 Akaike info criterion 7.393135 Sum squared resid 14880.30 Schwarz criterion 7.504705 Log likelihood -615.0233 Hannan-Quinn criter. 7.438415 F-statistic 1.863305 Durbin-Watson stat 1.484019 ProbF-statistic 0.103545 c. Uji Multikolonieritas Variance Inflation Factors Date: 071116 Time: 23:59 Sample: 1 168 Included observations: 168 Coefficient Uncentered Centered Variable Variance VIF VIF SIZE 5.522008 115.0951 1.154129 ROA 0.065589 2.714358 1.242251 RISIKO_BISNIS 2.41E-07 1.098989 1.095431 TIE 3.69E-08 1.032225 1.025077 P_AKTIVA 0.008249 2.216613 1.218078 C 211.2095 107.8893 NA Universitas Sumatera Utara 115 d. Uji Autokorelasi Dependent Variable: DAR Method: Least Squares Date: 062616 Time: 11:10 Sample: 1 168 Included observations: 168 Variable Coefficient Std. Error t-Statistic Prob. SIZE 8.354828 2.349895 3.555404 0.0005 ROA 0.286008 0.256104 1.116765 0.2657 RISIKO_BISNIS -0.001609 0.000491 -3.278222 0.0013 TIE -0.000335 0.000192 -1.742694 0.0833 P_AKTIVA -0.006743 0.090821 -0.074241 0.9409 C -9.447089 14.53305 -0.650042 0.5166 R-squared 0.141712 Mean dependent var 45.51268 Adjusted R-squared 0.115222 S.D. dependent var 19.27992 S.E. of regression 18.13520 Akaike info criterion 8.668647 Sum squared resid 53279.43 Schwarz criterion 8.780217 Log likelihood -722.1664 Hannan-Quinn criter. 8.713928 F-statistic 5.349586 Durbin-Watson stat 1.549186 ProbF-statistic 0.000140 Universitas Sumatera Utara 116 Lampiran 5 Metode Analisis Data Panel a. Metode Common Effect Model Dependent Variable: DAR? Method: Pooled Least Squares Date: 071116 Time: 23:55 Sample: 2010 2013 Included observations: 4 Cross-sections included: 42 Total pool balanced observations: 168 Variable Coefficient Std. Error t-Statistic Prob. SIZE? 8.354828 2.349895 3.555404 0.0005 ROA? 0.286008 0.256104 1.116765 0.2657 RISIKO_BISNIS? -0.001609 0.000491 -3.278222 0.0013 TIE? -0.000335 0.000192 -1.742694 0.0833 P_AKTIVA? -0.006743 0.090821 -0.074241 0.9409 C -9.447089 14.53305 -0.650042 0.5166 R-squared 0.141712 Mean dependent var 45.51268 Adjusted R-squared 0.115222 S.D. dependent var 19.27992 S.E. of regression 18.13520 Akaike info criterion 8.668647 Sum squared resid 53279.43 Schwarz criterion 8.780217 Log likelihood -722.1664 Hannan-Quinn criter. 8.713928 F-statistic 5.349586 Durbin-Watson stat 1.454913 ProbF-statistic 0.000140

b. Metode Fixed Effect Model