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Attchd ГГ !!!!

This document summarizes the results of tests on cross-section fixed effects and random effects for an equation. The cross-section fixed effects F-test and Chi-square test both show significant effects. The Hausman test compares the fixed and random effects models and shows the random effects are not appropriate with a chi-square statistic of 26.526771 and probability of 0.0002, indicating the fixed effects model is preferred.

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54 views2 pages

Attchd ГГ !!!!

This document summarizes the results of tests on cross-section fixed effects and random effects for an equation. The cross-section fixed effects F-test and Chi-square test both show significant effects. The Hausman test compares the fixed and random effects models and shows the random effects are not appropriate with a chi-square statistic of 26.526771 and probability of 0.0002, indicating the fixed effects model is preferred.

Uploaded by

Ugi Dwiki P
Copyright
© © All Rights Reserved
We take content rights seriously. If you suspect this is your content, claim it here.
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LAMPIRAN

Uji Chow

Redundant Fixed Effects Tests


Equation: Untitled
Test cross-section fixed effects

Effects Test Statistic d.f. Prob.

Cross-section F 30.731774 (33,130) 0.0000


Cross-section Chi-square 369.729866 33 0.0000

Cross-section fixed effects test equation:


Dependent Variable: Y1FV
Method: Panel Least Squares
Date: 09/29/17 Time: 06:28
Sample: 2012 2016
Periods included: 5
Cross-sections included: 34
Total panel (balanced) observations: 170

Variable Coefficient Std. Error t-Statistic Prob.

X1LTL -4.503150 2.851899 -1.579000 0.1163


X2TL -34.00981 6.554144 -5.189055 0.0000
X3FS 21.74308 3.498624 6.214753 0.0000
X4FG -1.898177 0.566290 -3.351950 0.0010
X5VOC -21.15675 3.500281 -6.044302 0.0000
X6AT 2.747108 0.467047 5.881865 0.0000
C -6.103265 2.142010 -2.849317 0.0049

R-squared 0.464760 Mean dependent var 3.272189


Adjusted R-squared 0.445058 S.D. dependent var 3.784752
S.E. of regression 2.819429 Akaike info criterion 4.951250
Sum squared resid 1295.716 Schwarz criterion 5.080371
Log likelihood -413.8563 Hannan-Quinn criter. 5.003646
F-statistic 23.58942 Durbin-Watson stat 0.489364
Prob(F-statistic) 0.000000

Uji Hausmann

Correlated Random Effects - Hausman Test


Equation: Untitled
Test cross-section random effects

Chi-Sq.
Test Summary Statistic Chi-Sq. d.f. Prob.

Cross-section random 26.526771 6 0.0002

Cross-section random effects test comparisons:


Variable Fixed Random Var(Diff.) Prob.

X1LTL 0.449505 -3.102100 3.539891 0.0591


X2TL -2.362104 -4.088308 1.626975 0.1760
X3FS 1.380162 3.275534 0.277731 0.0003
X4FG -0.058423 -0.267509 0.003092 0.0002
X5VOC -1.448445 -2.845352 0.243135 0.0046
X6AT 1.263562 1.695951 0.028540 0.0105

Cross-section random effects test equation:


Dependent Variable: Y1FV
Method: Panel Least Squares
Date: 09/29/17 Time: 06:31
Sample: 2012 2016
Periods included: 5
Cross-sections included: 34
Total panel (balanced) observations: 170

Variable Coefficient Std. Error t-Statistic Prob.

C 2.733816 4.743397 0.576341 0.5654


X1LTL 0.449505 3.181698 0.141278 0.8879
X2TL -2.362104 4.152290 -0.568868 0.5704
X3FS 1.380162 2.012111 0.685927 0.4940
X4FG -0.058423 0.249120 -0.234516 0.8150
X5VOC -1.448445 2.000788 -0.723938 0.4704
X6AT 1.263562 0.400882 3.151952 0.0020

Effects Specification

Cross-section fixed (dummy variables)

R-squared 0.939185 Mean dependent var 3.272189


Adjusted R-squared 0.920941 S.D. dependent var 3.784752
S.E. of regression 1.064177 Akaike info criterion 3.164604
Sum squared resid 147.2213 Schwarz criterion 3.902439
Log likelihood -228.9913 Hannan-Quinn criter. 3.464009
F-statistic 51.47790 Durbin-Watson stat 1.640695
Prob(F-statistic) 0.000000

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