Statistik Deskripstif Permintaan Pendidikan Tinggi Enroll Statistik Deskriptif Biaya Pendidikan Tuition
Lampiran 3 Uji Likehood Ratio
Redundant Fixed Effects Tests Test cross-section fixed effects
Effects Test Statistic
d.f. Prob.
Cross-section F 62.936711
32,217 0.0000
Cross-section Chi-square 594.225615
32 0.0000
Cross-section fixed effects test equation: Dependent Variable: ENROLL
Method: Panel Least Squares Date: 061315 Time: 17:32
Sample: 2006 2013 Periods included: 8
Cross-sections included: 33 Total panel unbalanced observations: 255
Variable Coefficient
Std. Error t-Statistic
Prob. LOGTUITION
-0.579229 1.338193
-0.432844 0.6655
LOGINCOME -1.471123
0.703873 -2.090042
0.0376 UNEMP
2.514261 0.900411
2.792348 0.0056
PIW 0.226315
0.051707 4.376855
0.0000 HIGHGRADES
0.285524 0.104464
2.733223 0.0067
C 2.038744
15.23805 0.133793
0.8937 R-squared
0.209433 Mean dependent var 12.28780
Adjusted R-squared 0.193558 S.D. dependent var
6.281543 S.E. of regression
5.640959 Akaike info criterion 6.321234
Sum squared resid 7923.285 Schwarz criterion
6.404557 Log likelihood
-799.9573 Hannan-Quinn criter. 6.354750
F-statistic 13.19273 Durbin-Watson stat
0.222767 ProbF-statistic
0.000000
Lampiran 4
Uji Hausman
Correlated Random Effects - Hausman Test Equation: SEMILOG2
Test cross-section random effects Test Summary
Chi-Sq. Statistic
Chi-Sq. d.f. Prob.
Cross-section random 52.434282
5 0.0000
Cross-section random effects test comparisons: Variable
Fixed Random
VarDiff. Prob.
LOGTUITIONFEES -0.935202
0.984625 0.089583
0.0000 LINCOME
16.070328 5.604335
2.774325 0.0000
LOGUNIVUNEMP -0.269285
-0.430653 0.003403
0.0057 LPIW
2.803951 2.893927
0.116030 0.7917
HIGHGRADES 0.074102
0.122791 0.000065
0.0000 Cross-section random effects test equation:
Dependent Variable: ENROLL Method: Panel Least Squares
Date: 040715 Time: 07:44 Sample: 2006 2013
Periods included: 8 Cross-sections included: 33
Total panel balanced observations: 264 Variable
Coefficient Std. Error
t-Statistic Prob.
C -147.1529
13.42361 -10.96224
0.0000 LOGTUITION
-0.935202 0.682148
-1.370967 0.1717
LOGINCOME 16.07033
2.290322 7.016624
0.0000 LOGUNEMP
-0.269285 0.234921
-1.146281 0.2529
LOGPIW 2.803951
0.670879 4.179518
0.0000 HIGHGRADES
0.074102 0.039330
1.884100 0.0608
Effects Specification Cross-section fixed dummy variables
R-squared 0.942776 Mean dependent var
16.00235 Adjusted R-squared
0.933407 S.D. dependent var 6.880428
S.E. of regression 1.775531 Akaike info criterion
4.118541 Sum squared resid
712.4677 Schwarz criterion 4.633261
Log likelihood -505.6475 Hannan-Quinn criter.
4.325371 F-statistic
100.6321 Durbin-Watson stat 1.140660
ProbF-statistic 0.000000
Lampiran 5