Exogenous: Constant | ||||
Lag Length: 5 (Automatic - based on SIC, maxlag=8) | ||||
t-Statistic | Prob.* | |||
Augmented Dickey-Fuller test statistic | -6.285538 | 0.0000 | ||
Test critical values: | 1% level | -3.499167 | ||
5% level | -2.891550 | |||
10% level | -2.582846 | |||
*MacKinnon (1996) one-sided p-values. | ||||
Augmented Dickey-Fuller Test Equation | ||||
Dependent Variable: D(LNOILP,2) | ||||
Method: Least Squares | ||||
Date: 03/29/20 Time: 16:45 | ||||
Sample (adjusted): 1995Q4 2019Q4 | ||||
Included observations: 97 after adjustments | ||||
Variable | Coefficient | Std. Error | t-Statistic | Prob. |
D(LNOILP(-1)) | -2.968530 | 0.472279 | -6.285538 | 0.0000 |
D(LNOILP(-1),2) | 1.141000 | 0.434936 | 2.623375 | 0.0102 |
D(LNOILP(-2),2) | 0.469707 | 0.371494 | 1.264372 | 0.2094 |
D(LNOILP(-3),2) | 0.656031 | 0.291961 | 2.246978 | 0.0271 |
D(LNOILP(-4),2) | 0.508306 | 0.185156 | 2.745285 | 0.0073 |
D(LNOILP(-5),2) | 0.346295 | 0.087438 | 3.960480 | 0.0001 |
C | 0.008721 | 0.046240 | 0.188595 | 0.8508 |
R-squared | 0.915053 | Mean dependent var | -0.008847 | |
Adjusted R-squared | 0.909390 | S.D. dependent var | 1.507963 | |
S.E. of regression | 0.453919 | Akaike info criterion | 1.327631 | |
Sum squared resid | 18.54379 | Schwarz criterion | 1.513435 | |
Log likelihood | -57.39011 | Hannan-Quinn criter. | 1.402761 | |
F-statistic | 161.5815 | Durbin-Watson stat | 1.577295 | |
Prob(F-statistic) | 0.000000 |
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Phụ lục 8: Kiể tra tính dừng của biến INF
Exogenous: Constant | ||||
Lag Length: 1 (Automatic - based on SIC, maxlag=12) | ||||
t-Statistic | Prob.* | |||
Augmented Dickey-Fuller test statistic | -4.520885 | 0.0003 | ||
Test critical values: | 1% level | -3.495677 | ||
5% level | -2.890037 | |||
10% level | -2.582041 | |||
*MacKinnon (1996) one-sided p-values. | ||||
Augmented Dickey-Fuller Test Equation | ||||
Dependent Variable: D(INF) | ||||
Method: Least Squares | ||||
Date: 03/29/20 Time: 17:12 | ||||
Sample (adjusted): 1994Q3 2019Q4 | ||||
Included observations: 102 after adjustments | ||||
Variable | Coefficient | Std. Error | t-Statistic | Prob. |
INF(-1) | -0.383075 | 0.084735 | -4.520885 | 0.0000 |
D(INF(-1)) | -0.026835 | 0.098001 | -0.273824 | 0.7848 |
C | 1.909260 | 0.616261 | 3.098138 | 0.0025 |
R-squared | 0.206749 | Mean dependent var | -0.129580 | |
Adjusted R-squared | 0.190724 | S.D. dependent var | 4.633251 | |
S.E. of regression | 4.168063 | Akaike info criterion | 5.721750 | |
Sum squared resid | 1719.902 | Schwarz criterion | 5.798955 | |
Log likelihood | -288.8093 | Hannan-Quinn criter. | 5.753013 | |
F-statistic | 12.90142 | Durbin-Watson stat | 1.491611 | |
Prob(F-statistic) | 0.000010 |
Phụ lục 9: Xác định Lag ph hợp
VAR Lag Order Selection Criteria
Endogenous variables: LNGDP LNIG LNIP LNIF LNLAB Exogenous variables: C
Date: 03/29/20 Time: 16:53 Sample: 1994Q1 2019Q4
Included observations: 92
LogL | LR | FPE | AIC | SC | HQ | |
0 | -16.84992 | NA | 1.11e-06 | 0.474998 | 0.612052 | 0.530314 |
1 | 398.7073 | 776.9113 | 2.28e-10 | -8.015376 | -7.193054 | -7.683480 |
2 | 414.7403 | 28.23205 | 2.78e-10 | -7.820442 | -6.312851 | -7.211965 |
3 | 443.7618 | 47.94857 | 2.58e-10 | -7.907866 | -5.715006 | -7.022809 |
4 | 566.1189 | 188.8555 | 3.18e-11 | -10.02432 | -7.146195 | -8.862687 |
5 | 635.0972 | 98.96881* | 1.27e-11* | -10.98037* | -7.416976* | -9.542156* |
6 | 651.9566 | 22.35715 | 1.60e-11 | -10.80341 | -6.554740 | -9.088608 |
7 | 666.2527 | 17.40387 | 2.20e-11 | -10.57071 | -5.636776 | -8.579333 |
8 | 686.5369 | 22.48907 | 2.74e-11 | -10.46819 | -4.848992 | -8.200236 |
9 | 717.1104 | 30.57347 | 2.84e-11 | -10.58936 | -4.284885 | -8.044819 |
10 | 737.1791 | 17.88733 | 3.90e-11 | -10.48215 | -3.492415 | -7.661036 |
11 | 764.8175 | 21.63003 | 4.86e-11 | -10.53951 | -2.864502 | -7.441812 |
12 | 805.7922 | 27.61342 | 4.97e-11 | -10.88679 | -2.526511 | -7.512509 |
* indicates lag order selected by the criterion
LR: sequential modified LR test statistic (each test at 5% level) FPE: Final prediction error
AIC: Akaike information criterion SC: Schwarz information criterion
HQ: Hannan-Quinn information criterion
Phụ lục 10: Kết quả ước lượng Var của hình 1
Date: 03/29/20 Time: 16:54 | |||||
Sample (adjusted): 1995Q2 2019Q4 | |||||
Included observations: 99 after adjustments | |||||
Standard errors in ( ) & t-statistics in [ ] | |||||
LNGDP | LNIG | LNIP | LNIF | LNLAB | |
LNGDP(-1) | -0.267409 | -0.018613 | -0.030726 | 0.007027 | -0.002236 |
(0.11298) | (0.02884) | (0.02518) | (0.02487) | (0.00236) | |
[-2.36688] | [-0.64543] | [-1.22042] | [ 0.28253] | [-0.94664] | |
LNGDP(-2) | 0.032481 | -0.020104 | -0.070305 | 0.024117 | 0.001462 |
(0.10980) | (0.02803) | (0.02447) | (0.02417) | (0.00230) | |
[ 0.29582] | [-0.71731] | [-2.87330] | [ 0.99766] | [ 0.63682] | |
LNGDP(-3) | -0.132052 | -0.005382 | -0.017536 | 0.002986 | 3.95E-05 |
(0.11463) | (0.02926) | (0.02554) | (0.02524) | (0.00240) | |
[-1.15201] | [-0.18395] | [-0.68652] | [ 0.11831] | [ 0.01646] | |
LNGDP(-4) | -0.449641 | 0.024725 | -0.017560 | -0.005635 | 0.000932 |
(0.11365) | (0.02901) | (0.02533) | (0.02502) | (0.00238) | |
[-3.95645] | [ 0.85236] | [-0.69335] | [-0.22520] | [ 0.39212] | |
LNGDP(-5) | 0.028838 | -0.024515 | -0.026289 | 0.034959 | 0.004474 |
(0.12139) | (0.03098) | (0.02705) | (0.02673) | (0.00254) | |
[ 0.23756] | [-0.79121] | [-0.97181] | [ 1.30808] | [ 1.76245] | |
LNIG(-1) | -0.836509 | 0.741354 | -0.051393 | 0.070286 | -0.001412 |
(0.62101) | (0.15851) | (0.13839) | (0.13672) | (0.01299) | |
[-1.34702] | [ 4.67706] | [-0.37137] | [ 0.51409] | [-0.10877] | |
LNIG(-2) | 1.209775 | 0.010827 | -0.086638 | 0.016693 | 0.025871 |
(0.69632) | (0.17773) | (0.15517) | (0.15330) | (0.01456) | |
[ 1.73739] | [ 0.06092] | [-0.55834] | [ 0.10889] | [ 1.77683] | |
LNIG(-3) | -1.019671 | -0.008634 | 0.043881 | -0.051875 | -0.015019 |
(0.69903) | (0.17842) | (0.15577) | (0.15390) | (0.01462) | |
[-1.45870] | [-0.04839] | [ 0.28170] | [-0.33708] | [-1.02754] |
-1.189123 | 0.092244 | 0.118252 | 0.666607 | 0.017847 | |
(0.67616) | (0.17259) | (0.15068) | (0.14886) | (0.01414) | |
[-1.75865] | [ 0.53448] | [ 0.78481] | [ 4.47804] | [ 1.26230] | |
LNIG(-5) | 1.366447 | -0.002507 | -0.034530 | -0.592064 | -0.010753 |
(0.60677) | (0.15488) | (0.13522) | (0.13359) | (0.01269) | |
[ 2.25198] | [-0.01619] | [-0.25537] | [-4.43209] | [-0.84753] | |
LNIP(-1) | 0.412219 | 0.080308 | 0.824575 | -0.119652 | -0.001356 |
(0.66070) | (0.16864) | (0.14723) | (0.14546) | (0.01382) | |
[ 0.62391] | [ 0.47621] | [ 5.60052] | [-0.82259] | [-0.09814] | |
LNIP(-2) | -1.393423 | -0.023042 | 0.123487 | 0.044165 | -0.010466 |
(0.82738) | (0.21118) | (0.18437) | (0.18215) | (0.01730) | |
[-1.68415] | [-0.10911] | [ 0.66976] | [ 0.24246] | [-0.60492] | |
LNIP(-3) | 1.576246 | 0.060621 | -0.091606 | -0.104120 | 0.026775 |
(0.84268) | (0.21509) | (0.18779) | (0.18552) | (0.01762) | |
[ 1.87051] | [ 0.28184] | [-0.48782] | [-0.56123] | [ 1.51952] | |
LNIP(-4) | 1.617218 | 0.356269 | 0.379144 | 0.078652 | 3.14E-05 |
(0.80803) | (0.20625) | (0.18006) | (0.17789) | (0.01690) | |
[ 2.00144] | [ 1.72741] | [ 2.10562] | [ 0.44213] | [ 0.00186] | |
LNIP(-5) | -1.622513 | -0.246589 | -0.191623 | -0.130965 | -0.015143 |
(0.64394) | (0.16436) | (0.14350) | (0.14177) | (0.01347) | |
[-2.51967] | [-1.50028] | [-1.33538] | [-0.92380] | [-1.12458] | |
LNIF(-1) | 0.456875 | -0.169304 | -0.128542 | 1.013071 | 0.021925 |
(0.53468) | (0.13648) | (0.11915) | (0.11771) | (0.01118) | |
[ 0.85447] | [-1.24054] | [-1.07882] | [ 8.60616] | [ 1.96102] | |
LNIF(-2) | -0.169873 | 0.030899 | -0.062443 | -0.115628 | -0.012679 |
(0.40229) | (0.10268) | (0.08965) | (0.08857) | (0.00841) | |
[-0.42226] | [ 0.30092] | [-0.69655] | [-1.30554] | [-1.50728] | |
LNIF(-3) | -0.570712 | 0.128414 | 0.145860 | -0.008670 | 0.010234 |
(0.38914) | (0.09933) | (0.08672) | (0.08567) | (0.00814) | |
[-1.46660] | [ 1.29286] | [ 1.68202] | [-0.10120] | [ 1.25773] | |
LNIF(-4) | 0.435642 | 0.546427 | 0.407077 | 0.273644 | -0.009575 |
(0.40106) | (0.10237) | (0.08937) | (0.08830) | (0.00839) |
[ 1.08622] | [ 5.33782] | [ 4.55479] | [ 3.09915] | [-1.14168] | |
LNIF(-5) | 0.298780 | -0.374448 | -0.304901 | -0.388862 | 0.008377 |
(0.52299) | (0.13349) | (0.11654) | (0.11514) | (0.01094) | |
[ 0.57129] | [-2.80504] | [-2.61616] | [-3.37728] | [ 0.76604] | |
LNLAB(-1) | -4.254661 | 0.234239 | -0.744656 | 0.393245 | 0.503110 |
(5.24671) | (1.33920) | (1.16919) | (1.15510) | (0.10971) | |
[-0.81092] | [ 0.17491] | [-0.63690] | [ 0.34044] | [ 4.58578] | |
LNLAB(-2) | 3.652858 | 0.261861 | -0.160863 | 0.113406 | 0.046925 |
(5.36287) | (1.36885) | (1.19508) | (1.18068) | (0.11214) | |
[ 0.68114] | [ 0.19130] | [-0.13460] | [ 0.09605] | [ 0.41845] | |
LNLAB(-3) | 3.154496 | 1.291632 | 1.405561 | -1.759243 | 0.012234 |
(5.18892) | (1.32444) | (1.15631) | (1.14238) | (0.10850) | |
[ 0.60793] | [ 0.97523] | [ 1.21556] | [-1.53998] | [ 0.11275] | |
LNLAB(-4) | 6.955417 | -4.061596 | -2.763525 | 3.223795 | 0.626477 |
(5.32864) | (1.36011) | (1.18745) | (1.17314) | (0.11142) | |
[ 1.30529] | [-2.98623] | [-2.32728] | [ 2.74801] | [ 5.62246] | |
LNLAB(-5) | -11.90621 | 0.928455 | 1.888666 | -0.211273 | -0.351317 |
(5.57676) | (1.42344) | (1.24274) | (1.22776) | (0.11661) | |
[-2.13497] | [ 0.65226] | [ 1.51976] | [-0.17208] | [-3.01269] | |
C | 42.78890 | 12.67515 | 5.234659 | -16.00811 | 1.319322 |
(32.2244) | (8.22511) | (7.18096) | (7.09443) | (0.67382) | |
[ 1.32784] | [ 1.54103] | [ 0.72896] | [-2.25643] | [ 1.95796] | |
R-squared | 0.396715 | 0.986646 | 0.995002 | 0.985716 | 0.997905 |
Adj. R-squared | 0.190110 | 0.982073 | 0.993290 | 0.980824 | 0.997187 |
Sum sq. resids | 13.50915 | 0.880119 | 0.670847 | 0.654777 | 0.005907 |
S.E. equation | 0.430182 | 0.109802 | 0.095863 | 0.094708 | 0.008995 |
F-statistic | 1.920166 | 215.7450 | 581.2785 | 201.4982 | 1390.726 |
Log likelihood | -41.88315 | 93.30456 | 106.7446 | 107.9448 | 341.0002 |
Akaike AIC | 1.371377 | -1.359688 | -1.631204 | -1.655450 | -6.363641 |
Schwarz SC | 2.052923 | -0.678141 | -0.949657 | -0.973904 | -5.682094 |
Mean dependent | 12.95621 | 10.22809 | 9.856438 | 11.15513 | 10.72309 |
S.D. dependent | 0.478013 | 0.820079 | 1.170274 | 0.683915 | 0.169609 |
Determinant resid covariance (dof adj.) | 3.10E-12 |
6.76E-13 | |
Log likelihood | 684.7743 |
Akaike information criterion | -11.20756 |
Schwarz criterion | -7.799829 |
Number of coefficients | 130 |
Phụ lục 11: Kiể định Granger cho mô hình 1
Date: 03/29/20 Time: 16:54 | |||
Sample: 1994Q1 2019Q4 | |||
Included observations: 99 | |||
Dependent variable: LNGDP | |||
Excluded | Chi-sq | df | Prob. |
LNIG | 12.09947 | 5 | 0.0335 |
LNIP | 15.99280 | 5 | 0.0069 |
LNIF | 6.237149 | 5 | 0.2838 |
LNLAB | 7.792617 | 5 | 0.1680 |
All | 38.30004 | 20 | 0.0081 |
Dependent variable: LNIG | |||
Excluded | Chi-sq | df | Prob. |
LNGDP | 2.419647 | 5 | 0.7885 |
LNIP | 11.06886 | 5 | 0.0500 |
LNIF | 50.31918 | 5 | 0.0000 |
LNLAB | 10.94834 | 5 | 0.0524 |
All | 102.1658 | 20 | 0.0000 |
Dependent variable: LNIP | |||
Excluded | Chi-sq | df | Prob. |
LNGDP | 8.698377 | 5 | 0.1217 |
LNIG | 1.556249 | 5 | 0.9065 |
LNIF | 40.82137 | 5 | 0.0000 |
LNLAB | 6.241682 | 5 | 0.2834 |
All | 68.79958 | 20 | 0.0000 |
Dependent variable: LNIF |