LAMPIRAN PERHITUNGAN EVIEWS DESCRIPTIVE PK PDRB TP TKM Mean 12.22450 10.16048 14.02443 12.63677 Median 12.41945 10.09179 14.22736 12.61400 Maximum 13.53955 12.73508 15.62581 13.16721 Minimum 10.34509 8.579417 10.34406 12.12338 Std. Dev. 0.764860 0.722460 0.844208 0.222632 Skewness -0.460513 0.610598-1.235594 0.262162 Kurtosis 2.492875 3.878588 6.020835 2.537701 Jarque-Bera 5.481269 11.22189 75.52638 2.422816 Probability 0.064529 0.003658 0.000000 0.297778 Sum 1454.716 1209.098 1668.907 1503.776 Sum Sq. Dev. 69.03125 61.58999 84.09709 5.848655 Observations 119 119 119 119 UJI NORMALITAS 40 35 30 25 20 15 10 5 Series: Residuals Sample 1 119 Observations 119 Mean -4.68e-15 Median -0.031947 Maximum 0.685553 Minimum -0.375938 Std. Dev. 0.141728 Skewness 2.445243 Kurtosis 12.24972 Jarque-Bera 542.8097 Probability 0.000000 0-0.4-0.2 0.0 0.2 0.4 0.6
UJI AUTOKORELASI Breusch-Godfrey Serial Correlation LM Test: F-statistic 46.39653 Prob. F(2,113) 0.0000 Obs*R-squared 53.65766 Prob. Chi-Square(2) 0.0000 Test Equation: Dependent Variable: RESID Method: Least Squares Presample missing value lagged residuals set to zero. C -0.208408 0.213398-0.976617 0.3308 PK 0.013150 0.017131 0.767647 0.4443 PDRB -0.002837 0.018004-0.157575 0.8751 TP 0.005534 0.012263 0.451267 0.6527 RESID(-1) 0.725035 0.093620 7.744449 0.0000 RESID(-2) -0.066880 0.096363-0.694044 0.4891 R-squared 0.450905 Mean dependent var -4.68E-15 Adjusted R-squared 0.426608 S.D. dependent var 0.141728 S.E. of regression 0.107320 Akaike info criterion -1.576897 Sum squared resid 1.301489 Schwarz criterion -1.436773 Log likelihood 99.82537 Hannan-Quinn criter. -1.519997 F-statistic 18.55861 Durbin-Watson stat 1.928817 UJI HETEROSKEDASTISITAS Heteroskedasticity Test: Glejser F-statistic 1.899432 Prob. F(3,115) 0.1336 Obs*R-squared 5.618119 Prob. Chi-Square(3) 0.1317 Scaled explained SS 9.671703 Prob. Chi-Square(3) 0.0216 Test Equation: Dependent Variable: ARESID Method: Least Squares
C -0.266171 0.218598-1.217626 0.2259 PK 0.033293 0.017866 1.863534 0.0649 PDRB -0.000277 0.018910-0.014672 0.9883 TP -0.003864 0.012726-0.303608 0.7620 R-squared 0.047211 Mean dependent var 0.083813 Adjusted R-squared 0.022356 S.D. dependent var 0.114029 S.E. of regression 0.112748 Akaike info criterion -1.494296 Sum squared resid 1.461881 Schwarz criterion -1.400880 Log likelihood 92.91059 Hannan-Quinn criter. -1.456362 F-statistic 1.899432 Durbin-Watson stat 0.395839 Prob(F-statistic) 0.133607 UJI MULTIKOLINIERITAS Variance Inflation Factors Coefficient Uncentered Centered Variable Variance VIF VIF C 0.077477 447.3272 NA PK 0.000518 448.2397 1.733261 PDRB 0.000580 347.3184 1.732568 TP 0.000263 299.2780 1.071472 UJI CHOW Redundant Fixed Effects Tests Equation: Untitled Test cross-section fixed effects Effects Test Statistic d.f. Prob. Cross-section F 17.123772 (16,99) 0.0000 Cross-section Chi-square 157.842301 16 0.0000
UJI HAUSMAN Correlated Random Effects - Hausman Test Equation: Untitled Test cross-section random effects Test Summary Chi-Sq. Statistic Chi-Sq. d.f. Prob. Cross-section random 15.666939 3 0.0013 HASIL ESTIMASI REGRESI (RANDOM EFFECT) Dependent Variable: TKM Method: Panel EGLS (Cross-section random effects) Date: 08/07/18 Time: 11:30 Sample: 2010 2016 Periods included: 7 Cross-sections included: 17 Total panel (balanced) observations: 119 Swamy and Arora estimator of component variances C 13.25866 0.298862 44.36384 0.0000 PK -0.160322 0.017224-9.307893 0.0000 PDRB -0.028016 0.014076-1.990252 0.0489 TP 0.115699 0.014264 8.111454 0.0000 Effects Specification S.D. Rho Cross-section random 0.115288 0.6765 Idiosyncratic random 0.079717 0.3235 Weighted Statistics R-squared 0.627696 Mean dependent var 3.195287 Adjusted R-squared 0.617984 S.D. dependent var 0.135895 S.E. of regression 0.083993 Sum squared resid 0.811307 F-statistic 64.62916 Durbin-Watson stat 0.503184 Unweighted Statistics R-squared 0.449669 Mean dependent var 12.63677
Sum squared resid 3.218694 Durbin-Watson stat 0.126833 HASIL ESTIMASI REGRESI (FIXED EFFECT) Dependent Variable: TKM Method: Panel Least Squares Date: 08/07/18 Time: 11:31 Sample: 2010 2016 Periods included: 7 Cross-sections included: 17 Total panel (balanced) observations: 119 C 12.71141 0.329807 38.54194 0.0000 PK -0.143949 0.018129-7.940480 0.0000 PDRB -0.023399 0.014159-1.652582 0.1016 TP 0.137104 0.015311 8.954420 0.0000 Cross-section fixed (dummy variables) Effects Specification R-squared 0.892431 Mean dependent var 12.63677 Adjusted R-squared 0.871787 S.D. dependent var 0.222632 S.E. of regression 0.079717 Akaike info criterion -2.068525 Sum squared resid 0.629132 Schwarz criterion -1.601446 Log likelihood 143.0773 Hannan-Quinn criter. -1.878859 F-statistic 43.22851 Durbin-Watson stat 0.719092