Kiểm định RAMSEY RESET
Ramsey RESET Test Equation: H2B
Specification: LOG(COI) LOG(X1HDQT) LN_ASSETS C Omitted Variables: Squares of fitted values
Value df Probability
1.528523 | 58 | 0.1318 | |
F-statistic | 2.336382 | (1, 58) | 0.1318 |
Likelihood ratio | 2.448520 | 1 | 0.1176 |
F-test summary: | Mean | ||
Sum of Sq. df Squares | |||
Test SSR | 0.008468 | 1 | 0.008468 |
Restricted SSR | 0.218673 | 59 | 0.003706 |
Unrestricted SSR | 0.210206 | 58 | 0.003624 |
Unrestricted SSR | 0.210206 | 58 | 0.003624 |
LR test summary: | |||
Value df | |||
Restricted LogL | 87.09245 | 59 | |
Unrestricted LogL | 88.31671 | 58 |
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Unrestricted Test Equation: Dependent Variable: LOG(COI) Method: Least Squares
Date: 09/29/15 Time: 14:03 Sample: 6 115
Included observations: 62
Coefficient | Std. Error t-Statistic | Prob. | |
LOG(X1HDQT) | 0.655903 | 0.423918 1.547240 | 0.1272 |
LN_ASSETS | 1.909431 | 1.234089 1.547239 | 0.1272 |
C | 158.2130 | 100.7953 1.569647 | 0.1219 |
FITTED^2 | -9.036862 | 5.912154 -1.528523 | 0.1318 |
R-squared | 0.226392 | Mean dependent var | 4.523372 |
Adjusted R-squared | 0.186377 | S.D. dependent var | 0.066742 |
S.E. of regression | 0.060202 | Akaike info criterion | -2.719894 |
Sum squared resid | 0.210206 | Schwarz criterion | -2.582660 |
Log likelihood | 88.31671 | Hannan-Quinn criter. | -2.666012 |
F-statistic | 5.657775 | Durbin-Watson stat | 1.591157 |
Prob(F-statistic) | 0.001806 |
Phụ lục 10. Kết quả giả thuyết H2C
Hồi quy gốc
Dependent Variable: COI Method: Least Squares Date: 05/15/15 Time: 15:10 Sample (adjusted): 6 115
Included observations: 54 after adjustments
Coefficient | Std. Error t-Statistic | Prob. | |
X1TONG | 17.99011 | 7.722514 2.329566 | 0.0239 |
CAPITAL | -0.040537 | 0.133141 -0.304469 | 0.7620 |
LN_ASSETS | 1.390673 | 0.883875 1.573382 | 0.1219 |
C | 66.65949 | 17.28473 3.856554 | 0.0003 |
R-squared | 0.205796 | Mean dependent var | 92.69241 |
Adjusted R-squared | 0.158144 | S.D. dependent var | 5.711927 |
S.E. of regression | 5.240849 | Akaike info criterion | 6.222031 |
Sum squared resid | 1373.325 | Schwarz criterion | 6.369363 |
Log likelihood | -163.9948 | Hannan-Quinn criter. | 6.278851 |
F-statistic | 4.318703 | Durbin-Watson stat | 1.335499 |
Prob(F-statistic) | 0.008753 |
Hồi quy log
Dependent Variable: LOG(COI) Method: Least Squares
Date: 05/15/15 Time: 15:11 Sample (adjusted): 6 115
Included observations: 54 after adjustments
Coefficient | Std. Error t-Statistic | Prob. | |
LOG(X1TONG) | 0.011861 | 0.004068 2.915838 | 0.0053 |
LOG(CAPITAL) | 0.040776 | 0.031501 1.294423 | 0.2015 |
LN_ASSETS | 0.039969 | 0.014354 2.784478 | 0.0076 |
C | 3.762312 | 0.313093 12.01660 | 0.0000 |
R-squared | 0.229251 | Mean dependent var | 4.527207 |
Adjusted R-squared | 0.183006 | S.D. dependent var | 0.066953 |
S.E. of regression | 0.060517 | Akaike info criterion | -2.700591 |
Sum squared resid | 0.183117 | Schwarz criterion | -2.553259 |
Log likelihood | 76.91595 | Hannan-Quinn criter. | -2.643771 |
F-statistic | 4.957331 | Durbin-Watson stat | 1.306289 |
Prob(F-statistic) | 0.004331 |
Bỏ biến CAPITAL
Dependent Variable: LOG(COI) Method: Least Squares
Date: 05/15/15 Time: 15:12 Sample (adjusted): 6 115
Included observations: 54 after adjustments
Coefficient | Std. Error t-Statistic | Prob. | |
LOG(X1TONG) | 0.008969 | 0.003422 2.621188 | 0.0115 |
LN_ASSETS | 0.024048 | 0.007449 3.228311 | 0.0022 |
C | 4.131793 | 0.129499 31.90599 | 0.0000 |
R-squared | 0.203423 | Mean dependent var | 4.527207 |
Adjusted R-squared | 0.172185 | S.D. dependent var | 0.066953 |
S.E. of regression | 0.060917 | Akaike info criterion | -2.704667 |
Sum squared resid | 0.189253 | Schwarz criterion | -2.594167 |
Log likelihood | 76.02600 | Hannan-Quinn criter. | -2.662051 |
F-statistic | 6.511975 | Durbin-Watson stat | 1.377334 |
Prob(F-statistic) | 0.003029 |
Kiểm định tự tương quan
Breusch-Godfrey Serial Correlation LM Test:
0.836518 Prob. F(2,49) | 0.4393 | |
Obs*R-squared | 1.782879 Prob. Chi-Square(2) | 0.4101 |
Test Equation:
Dependent Variable: RESID Method: Least Squares Date: 05/15/15 Time: 15:13 Sample: 6 115
Included observations: 54
Presample and interior missing value lagged residuals set to zero.
Coefficient | Std. Error t-Statistic | Prob. | |
LOG(X1TONG) | -0.001372 | 0.003591 -0.382001 | 0.7041 |
LN_ASSETS | -0.002529 | 0.007975 -0.317073 | 0.7525 |
C | 0.041439 | 0.138379 0.299462 | 0.7659 |
RESID(-1) | 0.268003 | 0.171840 1.559613 | 0.1253 |
RESID(-2) | -0.110590 | 0.181295 -0.610000 | 0.5447 |
R-squared | 0.033016 | Mean dependent var | 5.62E-16 |
Adjusted R-squared | -0.045921 | S.D. dependent var | 0.059756 |
S.E. of regression | 0.061113 | Akaike info criterion | -2.664166 |
Sum squared resid | 0.183005 | Schwarz criterion | -2.480001 |
Log likelihood | 76.93248 | Hannan-Quinn criter. | -2.593141 |
F-statistic | 0.418259 | Durbin-Watson stat | 1.918549 |
Prob(F-statistic) | 0.794664 |
Kiểm định phương sai thay đổi
Phương pháp Breusch-Pagan-Godfrey
Heteroskedasticity Test: Breusch-Pagan-Godfrey
4.251660 | Prob. F(2,51) | 0.0196 | |
Obs*R-squared | 7.716868 | Prob. Chi-Square(2) | 0.0211 |
Scaled explained SS | 22.18170 | Prob. Chi-Square(2) | 0.0000 |
Test Equation:
Dependent Variable: RESID^2 Method: Least Squares
Date: 05/15/15 Time: 15:13 Sample: 6 115
Variable | Coefficient | Std. SS | 2.435620 | Prob. Chi-Square(2) | 0.2959 |
Test Equation: | |||||
Dependent Variable: LRESID2 | |||||
Method: Least Squares | |||||
Date: 05/15/15 Time: 15:14 | |||||
Sample: 6 115 | |||||
Included observations: 54 | |||||
Variable | Coefficient | Std. Error t-Statistic | Prob. | ||
C | -1.245911 | 4.697163 -0.265248 | 0.7919 | ||
LOG(X1TONG) | -0.142258 | 0.124111 -1.146217 | 0.2571 | ||
LN_ASSETS | -0.378068 | 0.270193 -1.399254 | 0.1678 | ||
R-squared | 0.046049 | Mean dependent var | -7.457553 | ||
Adjusted R-squared | 0.008640 | S.D. dependent var | 2.219166 | ||
S.E. of regression | 2.209559 | Akaike info criterion | 4.477415 | ||
Sum squared resid | 248.9896 | Schwarz criterion | 4.587914 | ||
Log likelihood | -117.8902 | Hannan-Quinn criter. | 4.520031 | ||
F-statistic | 1.230944 | Durbin-Watson stat | 1.118674 | ||
Prob(F-statistic) | 0.300545 |
Included observations: 54
Phương pháp Harvey
Kiểm định RAMSEY RESET
Ramsey RESET Test Equation: H2C
Specification: LOG(COI) LOG(X1TONG) LN_ASSETS C Omitted Variables: Squares of fitted values
Value df Probability
1.579874 | 50 | 0.1204 | |
F-statistic | 2.496002 | (1, 50) | 0.1204 |
Likelihood ratio | 2.630556 | 1 | 0.1048 |
F-test summary: | Mean | ||
Sum of Sq. df Squares | |||
Test SSR | 0.008998 | 1 | 0.008998 |
Restricted SSR | 0.189253 | 51 | 0.003711 |
Unrestricted SSR | 0.180255 | 50 | 0.003605 |
Unrestricted SSR | 0.180255 | 50 | 0.003605 |
LR test summary: | |||
Value df | |||
Restricted LogL | 76.02600 | 51 | |
Unrestricted LogL | 77.34127 | 50 |
Unrestricted Test Equation: Dependent Variable: LOG(COI) Method: Least Squares
Date: 09/29/15 Time: 14:05 Sample: 6 115
Included observations: 54
Coefficient | Std. Error t-Statistic | Prob. | |
LOG(X1TONG) | 0.832042 | 0.520985 1.597056 | 0.1166 |
LN_ASSETS | 2.231200 | 1.397062 1.597066 | 0.1166 |
C | 176.0204 | 108.7990 1.617849 | 0.1120 |
FITTED^2 | -10.15688 | 6.428919 -1.579874 | 0.1204 |
R-squared | 0.241298 | Mean dependent var | 4.527207 |
Adjusted R-squared | 0.195775 | S.D. dependent var | 0.066953 |
S.E. of regression | 0.060042 | Akaike info criterion | -2.716343 |
Sum squared resid | 0.180255 | Schwarz criterion | -2.569011 |
Log likelihood | 77.34127 | Hannan-Quinn criter. | -2.659523 |
F-statistic | 5.300663 | Durbin-Watson stat | 1.529120 |
Prob(F-statistic) | 0.002987 |
Phụ lục 11. Kết quả giả thuyết 3
Hồi quy gốc
Dependent Variable: ROA Method: Least Squares Date: 05/15/15 Time: 16:55 Sample: 1 115
Included observations: 105
Coefficient | Std. Error t-Statistic | Prob. | |
CGIBOD | 0.035517 | 0.017688 2.007918 | 0.0473 |
CAPITAL | 0.028708 | 0.013796 2.080902 | 0.0400 |
LN_ASSETS | -0.041468 | 0.089590 -0.462868 | 0.6445 |
C | 1.036981 | 1.627033 0.637344 | 0.5253 |
R-squared | 0.150999 | Mean dependent var | 1.124381 |
Adjusted R-squared | 0.125781 | S.D. dependent var | 0.689227 |
S.E. of regression | 0.644425 | Akaike info criterion | 1.996435 |
Sum squared resid | 41.94369 | Schwarz criterion | 2.097538 |
Log likelihood | -100.8128 | Hannan-Quinn criter. | 2.037404 |
F-statistic | 5.987784 | Durbin-Watson stat | 1.768884 |
Prob(F-statistic) | 0.000849 |
MHB 2011 2012, Việt Nam Thương Tín 2012, Bắc Á 2010 2011
Hồi quy log
Dependent Variable: LOG(ROA) Method: Least Squares
Date: 05/15/15 Time: 16:56 Sample: 1 115
Included observations: 105
Coefficient | Std. Error t-Statistic | Prob. | |
LOG(CGIBOD) | 0.333263 | 0.183655 1.814615 | 0.0726 |
LOG(CAPITAL) | 0.483369 | 0.249758 1.935346 | 0.0557 |
LN_ASSETS | 0.016224 | 0.112238 0.144547 | 0.8854 |
C | -2.360260 | 2.323411 -1.015860 | 0.3121 |
R-squared | 0.128186 | Mean dependent var | -0.091351 |
Adjusted R-squared | 0.102291 | S.D. dependent var | 0.758680 |
S.E. of regression | 0.718830 | Akaike info criterion | 2.214967 |
Sum squared resid | 52.18840 | Schwarz criterion | 2.316071 |
Log likelihood | -112.2858 | Hannan-Quinn criter. | 2.255936 |
F-statistic | 4.950142 | Durbin-Watson stat | 1.553674 |
Prob(F-statistic) | 0.003012 |
Bỏ biến ASSET
Dependent Variable: LOG(ROA) Method: Least Squares
Date: 05/15/15 Time: 16:57 Sample: 1 115
Included observations: 105
Coefficient | Std. Error t-Statistic | Prob. | |
LOG(CGIBOD) | 0.344358 | 0.166044 2.073899 | 0.0406 |
LOG(CAPITAL) | 0.454483 | 0.149100 3.048181 | 0.0029 |
C | -2.033243 | 0.526594 -3.861124 | 0.0002 |
R-squared | 0.128006 | Mean dependent var | -0.091351 |
Adjusted R-squared | 0.110908 | S.D. dependent var | 0.758680 |
S.E. of regression | 0.715372 | Akaike info criterion | 2.196127 |
Sum squared resid | 52.19920 | Schwarz criterion | 2.271954 |
Log likelihood | -112.2967 | Hannan-Quinn criter. | 2.226853 |
F-statistic | 7.486631 | Durbin-Watson stat | 1.543039 |
Prob(F-statistic) | 0.000925 |
Kiểm định tự tương quan
Breusch-Godfrey Serial Correlation LM Test:
2.008129 Prob. F(2,100) | 0.1396 | |
Obs*R-squared | 4.054243 Prob. Chi-Square(2) | 0.1317 |
Test Equation:
Dependent Variable: RESID Method: Least Squares Date: 05/15/15 Time: 16:57 Sample: 1 115
Included observations: 105
Presample and interior missing value lagged residuals set to zero.
Coefficient | Std. Error t-Statistic | Prob. | |
LOG(CGIBOD) | -0.031757 | 0.165402 -0.191997 | 0.8481 |
LOG(CAPITAL) | -0.041876 | 0.149989 -0.279195 | 0.7807 |
C | 0.172483 | 0.531772 0.324355 | 0.7463 |
RESID(-1) | 0.215697 | 0.105203 2.050302 | 0.0430 |
RESID(-2) | -0.006992 | 0.103251 -0.067718 | 0.9461 |
R-squared | 0.038612 | Mean dependent var | 5.60E-17 |
Adjusted R-squared | 0.000156 | S.D. dependent var | 0.708460 |
S.E. of regression | 0.708404 | Akaike info criterion | 2.194845 |
Sum squared resid | 50.18369 | Schwarz criterion | 2.321224 |
Log likelihood | -110.2294 | Hannan-Quinn criter. | 2.246056 |
F-statistic | 1.004065 | Durbin-Watson stat | 1.923057 |
Prob(F-statistic) | 0.409161 |
Kiểm định phương sai thay đổi
Phương pháp Breusch-Pagan-Godfrey
Heteroskedasticity Test: Breusch-Pagan-Godfrey
3.533556 | Prob. F(2,102) | 0.0328 | |
Obs*R-squared | 6.803579 | Prob. Chi-Square(2) | 0.0333 |
Scaled explained SS | 23.55425 | Prob. Chi-Square(2) | 0.0000 |
Test Equation:
Dependent Variable: RESID^2 Method: Least Squares
Date: 05/15/15 Time: 16:58 Sample: 1 115
Included observations: 105
Coefficient | Std. SS | 3.895885 | Prob. Chi-Square(2) | 0.1426 |
Test Equation:
Dependent Variable: LRESID2 Method: Least Squares
Date: 05/15/15 Time: 16:58 Sample: 1 115
Included observations: 105
Coefficient | Std. Error t-Statistic | Prob. | |
C | 0.898115 | 1.623348 0.553249 | 0.5813 |
LOG(CGIBOD) | -0.631569 | 0.511869 -1.233849 | 0.2201 |
LOG(CAPITAL) | -0.657666 | 0.459635 -1.430842 | 0.1555 |
R-squared | 0.037310 | Mean dependent var | -2.252362 |
Adjusted R-squared | 0.018434 | S.D. dependent var | 2.225913 |
S.E. of regression | 2.205301 | Akaike info criterion | 4.447760 |
Sum squared resid | 496.0620 | Schwarz criterion | 4.523588 |
Log likelihood | -230.5074 | Hannan-Quinn criter. | 4.478487 |
F-statistic | 1.976561 | Durbin-Watson stat | 1.970436 |
Prob(F-statistic) | 0.143816 |