LAMPIRAN B : Hasil Output dari Program OpenGeoda
Regression
SUMMARY OF OUTPUT: ORDINARY LEAST SQUARES ESTIMATION Data set : a
Dependent Variabel : Y Number of Observations: 31 Mean dependent var : 1670.71 Number of Variabels : 5 S.D. dependent var : 729.938 Degrees of Freedom : 26
R-squared : 0.664438 F-statistic : 12.8705 Adjusted R-squared : 0.612813 Prob(F-statistic) : 6.59203e-006 Sum squared residual :5.54252e+006 Log likelihood : -231.444 Sigma-square : 213174 Akaike info criterion : 472.887 S.E. of regression : 461.707 Schwarz criterion : 480.057 Sigma-square ML : 178791
S.E of regression ML : 422.837
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Variabel Coefficient Std.Error t-Statistic Probability ---
CONSTANT 402.2695 282.578 1.42357 0.1664614 X1 -0.4830007 3.299377 -0.1463915 0.8847424 X2 0.2746931 0.04578278 5.999922 0.0000025 X3 -0.2275168 0.1099759 -2.068788 0.0486444 X4 8.342253 2.775715 3.005442 0.0058082 ---
REGRESSION DIAGNOSTICS
MULTICOLLINEARITY CONDITION NUMBER 8.729393 TEST ON NORMALITY OF ERRORS
TEST DF VALUE PROB Jarque-Bera 2 0.487229 0.7837897
DIAGNOSTICS FOR HETEROSKEDASTICITY RANDOM COEFFICIENTS
TEST DF VALUE PROB
Breusch-Pagan test 4 5.167933 0.2704964 Koenker-Bassett test 4 6.644032 0.1559384 SPECIFICATION ROBUST TEST
TEST DF VALUE PROB White 14 18.90813 0.1684894
DIAGNOSTICS FOR SPATIAL DEPENDENCE FOR WEIGHT MATRIX : a1.gal
(row-standardized weights)
TEST MI/DF VALUE PROB Moran's I (error) -0.170121 -1.0178401 0.03087540 Lagrange Multiplier (lag) 1 0.9461498 0.03307013 Robust LM (lag) 1 7.0045237 0.0081304 Lagrange Multiplier (error) 1 1.6966972 0.1927205 Robust LM (error) 1 7.7550711 0.0053562 Lagrange Multiplier (SARMA) 2 8.7012209 0.0528989
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Regression
SUMMARY OF OUTPUT: SPATIAL LAG MODEL - MAXIMUM LIKELIHOOD ESTIMATION Data set : a
Spatial Weight : a1.gal
Dependent Variabel : Y Number of Observations : 31 Mean dependent var : 1670.71 Number of Variabels : 6 S.D. dependent var : 729.938 Degrees of Freedom : 25 Lag coeff. (Rho) : 0.198301
R-squared : 0.679762 Log likelihood : -230.873 Sq. Correlation : - Akaike info criterion : 473.746 Sigma-square : 170626 Schwarz criterion : 482.35 S.E of regression : 413.069
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Variabel Coefficient Std.Error z-value Probability ---
REGRESSION DIAGNOSTICS
DIAGNOSTICS FOR HETEROSKEDASTICITY RANDOM COEFFICIENTS
TEST DF VALUE PROB Breusch-Pagan test 4 6.591141 0.1591376
DIAGNOSTICS FOR SPATIAL DEPENDENCE
SPATIAL LAG DEPENDENCE FOR WEIGHT MATRIX : a1.gal TEST DF VALUE PROB Likelihood Ratio Test 1 1.141547 0.2853256
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Regression
SUMMARY OF OUTPUT: SPATIAL ERROR MODEL - MAXIMUM LIKELIHOOD ESTIMATION Data set : a
Spatial Weight : a1.gal
Dependent Variabel : Y Number of Observations : 31 Mean dependent var : 1670.709677 Number of Variabels : 5 S.D. dependent var : 729.938362 Degrees of Freedom : 26 Lag coeff. (Lambda) : -0.576814
R-squared : 0.717682 R-squared (BUSE) : -
Sq. Correlation : - Log likelihood : -229.947619 Sigma-square : 150422 Akaike info criterion : 469.895 S.E of regression : 387.843 Schwarz criterion : 477.065
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Variabel Coefficient Std.Error z-value Probability ---
REGRESSION DIAGNOSTICS
DIAGNOSTICS FOR HETEROSKEDASTICITY RANDOM COEFFICIENTS
TEST DF VALUE PROB Breusch-Pagan test 4 2.300637 0.6806531
DIAGNOSTICS FOR SPATIAL DEPENDENCE
SPATIAL ERROR DEPENDENCE FOR WEIGHT MATRIX : a1.gal TEST DF VALUE PROB Likelihood Ratio Test 1 2.992074 0.0836730
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