** PHAN TICH HIEU QUA TAI CHINH
** TY SO ROE
. xtreg ROE CS_CBTT HDQT KTGD TVDL SHQT SHNN QMCT DBTC CTKT SGDCK, re
Number | of obs | = | 1452 | |||||
Group variable: CONGTY | Number | of groups | = | 484 | ||||
R-sq: within | = | 0.0399 | Obs | per | group: | min | = | 3 |
between | = | 0.0637 | avg | = | 3.0 | |||
overall | = | 0.0438 | max | = | 3 | |||
Wald chi2(10) | = | 58.83 | ||||||
corr(u_i, X) | = | 0 (assumed) | Prob > chi2 | = | 0.0000 |
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------------------------------------------------------------------------------
ROE | Coef. Std. Err. z P>|z| [95% Conf. Interval]
-------------+----------------------------------------------------------------
| | .0018587 | .0010624 | 1.75 | 0.080 | -.0002236 | .0039409 | |
HDQT | | | -.0016223 | .0042972 | -0.38 | 0.706 | -.0100448 | .0068001 |
KTGD | | | -.0237073 | .0139533 | -1.70 | 0.089 | -.0510552 | .0036406 |
TVDL | | | -.0024364 | .0061154 | -0.40 | 0.690 | -.0144224 | .0095496 |
SHQT | | | .0008767 | .0003389 | 2.59 | 0.010 | .0002124 | .0015411 |
SHNN | | | .0007403 | .0004743 | 1.56 | 0.119 | -.0001894 | .00167 |
QMCT | | | .0189175 | .0057651 | 3.28 | 0.001 | .0076181 | .030217 |
DBTC | | | -.17156 | .0319822 | -5.36 | 0.000 | -.2342439 | -.1088761 |
CTKT | | | -.0205841 | .0168599 | -1.22 | 0.222 | -.0536289 | .0124606 |
SGDCK | | | .0014455 | .0159532 | 0.09 | 0.928 | -.0298222 | .0327132 |
_cons | | | -.4580192 | .1456784 | -3.14 | 0.002 | -.7435436 | -.1724948 |
-------------+----------------------------------------------------------------
sigma_u | .09249667
sigma_e | .17892379
rho | .21088907 (fraction of variance due to u_i)
------------------------------------------------------------------------------
. estimates store REM_E
. xtreg ROE CS_CBTT HDQT KTGD TVDL SHQT SHNN QMCT DBTC CTKT SGDCK, fe
note: SGDCK omitted because of collinearity
Number | of obs | = | 1452 | |||||
Group variable: CONGTY | Number | of groups | = | 484 | ||||
R-sq: within | = | 0.1057 | Obs | per | group: | min | = | 3 |
between | = | 0.0146 | avg | = | 3.0 | |||
overall | = | 0.0159 | max | = | 3 | |||
F(9,959) | = | 12.60 | ||||||
corr(u_i, Xb) | = | -0.8461 | Prob > F | = | 0.0000 |
------------------------------------------------------------------------------
ROE | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------+----------------------------------------------------------------
| | -.0023927 | .0015761 | -1.52 | 0.129 | -.0054857 | .0007003 | |
HDQT | | | .0059882 | .0064504 | 0.93 | 0.353 | -.0066703 | .0186467 |
KTGD | | | -.0798518 | .0255489 | -3.13 | 0.002 | -.1299899 | -.0297137 |
TVDL | | | .0049186 | .0114086 | 0.43 | 0.666 | -.0174701 | .0273074 |
SHQT | | | .0009997 | .0007258 | 1.38 | 0.169 | -.0004246 | .002424 |
SHNN | | | -.0029815 | .0010356 | -2.88 | 0.004 | -.0050139 | -.0009492 |
QMCT | | | .1792852 | .0251859 | 7.12 | 0.000 | .1298593 | .2287111 |
DBTC | | | -.6961485 | .0818755 | -8.50 | 0.000 | -.8568243 | -.5354727 |
CTKT | | | -.050065 | .0425013 | -1.18 | 0.239 | -.1334713 | .0333413 |
SGDCK | | | 0 | (omitted) | ||||
_cons | | | -4.31321 | .6761306 | -6.38 | 0.000 | -5.640077 | -2.986344 |
-------------+----------------------------------------------------------------
sigma_u | .28149718
sigma_e | .17892379
rho | .71224754 (fraction of variance due to u_i)
------------------------------------------------------------------------------
F test that all u_i=0: F(483, 959) = 1.99 Prob > F = 0.0000
. estimates store FEM_E
. xttest3
Modified Wald test for groupwise heteroskedasticity in fixed effect regression model
H0: sigma(i)^2 = sigma^2 for all i chi2 (484) = 1.3e+09
Prob>chi2 = 0.0000
. hausman FEM_E REM_E
---- Coefficients ----
| (b) (B) (b-B) sqrt(diag(V_b-V_B))
| FEM_E REM_E Difference S.E.
-------------+----------------------------------------------------------------
| | -.0023927 | .0018587 | -.0042513 | .0011642 | |
HDQT | | | .0059882 | -.0016223 | .0076105 | .0048105 |
KTGD | | | -.0798518 | -.0237073 | -.0561445 | .0214021 |
TVDL | | | .0049186 | -.0024364 | .007355 | .0096311 |
SHQT | | | .0009997 | .0008767 | .000123 | .0006417 |
SHNN | | | -.0029815 | .0007403 | -.0037218 | .0009206 |
QMCT | | | .1792852 | .0189175 | .1603677 | .0245172 |
DBTC | | | -.6961485 | -.17156 | -.5245885 | .0753706 |
CTKT | | | -.050065 | -.0205841 | -.0294809 | .0390142 |
------------------------------------------------------------------------------
b = consistent under Ho and Ha; obtained from xtreg B = inconsistent under Ha, efficient under Ho; obtained from xtreg
Test: Ho: difference in coefficients not systematic
chi2(9) = (b-B)'[(V_b-V_B)^(-1)](b-B)
= 99.57
Prob>chi2 = 0.0000
. xtserial ROE CS_CBTT HDQT KTGD TVDL SHQT SHNN QMCT DBTC CTKT SGDCK
Wooldridge test for autocorrelation in panel data H0: no first-order autocorrelation
F( 1, 483) = 0.710
Prob > F = 0.3999
. ivregress 2sls ROE (CS_CBTT=l.CS_CBTT TVDL QMCT) HDQT KTGD SHQT SHNN DBTC CTKT SGDCK,
vce(robust)
Number of obs | = | 968 | |
Wald chi2(8) | = | 60.67 | |
Prob > chi2 | = | 0.0000 | |
R-squared | = | 0.0585 | |
Root MSE | = | .18891 |
------------------------------------------------------------------------------
| Robust
ROE | Coef. Std. Err. z P>|z| [95% Conf. Interval]
-------------+----------------------------------------------------------------
| | .0041014 | .0015176 | 2.70 | 0.007 | .001127 | .0070759 | |
HDQT | | | -.0007454 | .0039078 | -0.19 | 0.849 | -.0084045 | .0069138 |
KTGD | | | -.0269817 | .0178578 | -1.51 | 0.131 | -.0619824 | .0080191 |
SHQT | | | .0007443 | .0002478 | 3.00 | 0.003 | .0002586 | .00123 |
SHNN | | | .0013153 | .0004448 | 2.96 | 0.003 | .0004434 | .0021872 |
DBTC | | | -.0906027 | .0340135 | -2.66 | 0.008 | -.1572679 | -.0239374 |
CTKT | | | .0065976 | .0130144 | 0.51 | 0.612 | -.0189101 | .0321053 |
SGDCK | | | .0152292 | .0124323 | 1.22 | 0.221 | -.0091376 | .039596 |
_cons | | | -.1491066 | .0963493 | -1.55 | 0.122 | -.3379478 | .0397346 |
------------------------------------------------------------------------------
Instrumented: CS_CBTT
Instruments: HDQT KTGD SHQT SHNN DBTC CTKT SGDCK L.CS_CBTT TVDL QMCT
. estat endogenous
Robust score chi2(1) | = .0016 | (p = | 0.9681) |
Robust regression F(1,958) | = .001582 | (p = | 0.9683) |
. estat overid
Test of overidentifying restrictions:
Score chi2(2) = 4.14038 (p = 0.1262)
. estimates store SLS_E
. ivregress gmm ROE (CS_CBTT=l.CS_CBTT TVDL QMCT) HDQT KTGD SHQT SHNN DBTC CTKT SGDCK
Instrumental variables (GMM) regression Number of obs = 968
Wald chi2(8) = 58.70
Prob > chi2 = 0.0000
R-squared = 0.0537
GMM weight matrix: Robust Root MSE = .1894
------------------------------------------------------------------------------
| Robust
ROE | Coef. Std. Err. z P>|z| [95% Conf. Interval]
-------------+----------------------------------------------------------------
| | .0042714 | .0015018 | 2.84 | 0.004 | .0013279 | .0072148 | |
HDQT | | | -.0020561 | .0038201 | -0.54 | 0.590 | -.0095433 | .005431 |
KTGD | | | -.0104463 | .0158422 | -0.66 | 0.510 | -.0414965 | .0206038 |
SHQT | | | .0006001 | .0002352 | 2.55 | 0.011 | .0001392 | .0010611 |
SHNN | | | .0013514 | .0004287 | 3.15 | 0.002 | .0005112 | .0021915 |
DBTC | | | -.0500471 | .0274683 | -1.82 | 0.068 | -.103884 | .0037897 |
CTKT | | | .0017565 | .0127108 | 0.14 | 0.890 | -.0231562 | .0266692 |
SGDCK | | | .0159923 | .0123528 | 1.29 | 0.195 | -.0082187 | .0402034 |
_cons | | | -.1670966 | .0955102 | -1.75 | 0.080 | -.3542932 | .0201001 |
------------------------------------------------------------------------------
Instrumented: CS_CBTT
Instruments: HDQT KTGD SHQT SHNN DBTC CTKT SGDCK L.CS_CBTT TVDL QMCT
. estat endogenous
Test of endogeneity (orthogonality conditions) Ho: variables are exogenous
GMM C statistic chi2(1) = .661357 (p = 0.4161)
. estat overid
Test of overidentifying restriction: Hansen's J chi2(2) = 4.14038 (p = 0.1262)
. estimates store GMM_E
. esttab REM_E FEM_E SLS_E GMM_E, r2 star(* 0.1 ** 0.05 *** 0.01) brackets nogap compress
(1) | (2) | (3) | (4) | |
ROE | ROE | ROE | ROE | |
-------------------------------------------------------------- | ||||
CS_CBTT | 0.00186* | -0.00239 | 0.00410*** | 0.00427*** |
[1.75] | [-1.52] | [2.70] | [2.84] | |
HDQT | -0.00162 | 0.00599 | -0.000745 | -0.00206 |
[-0.38] | [0.93] | [-0.19] | [-0.54] | |
KTGD | -0.0237* | -0.0799*** | -0.0270 | -0.0104 |
[-1.70] | [-3.13] | [-1.51] | [-0.66] | |
TVDL | -0.00244 | 0.00492 | ||
[-0.40] | [0.43] | |||
SHQT | 0.000877*** | 0.001000 | 0.000744*** | 0.000600** |
[2.59] | [1.38] | [3.00] | [2.55] | |
SHNN | 0.000740 | -0.00298*** | 0.00132*** | 0.00135*** |
[1.56] | [-2.88] | [2.96] | [3.15] | |
QMCT | 0.0189*** | 0.179*** | ||
[3.28] | [7.12] | |||
DBTC | -0.172*** | -0.696*** | -0.0906*** | -0.0500* |
[-5.36] | [-8.50] | [-2.66] | [-1.82] | |
CTKT | -0.0206 | -0.0501 | 0.00660 | 0.00176 |
[-1.22] | [-1.18] | [0.51] | [0.14] | |
SGDCK | 0.00145 | . | 0.0152 | 0.0160 |
[0.09] | . | [1.22] | [1.29] | |
_cons | -0.458*** | -4.313*** | -0.149 | -0.167* |
[-3.14] | [-6.38] | [-1.55] | [-1.75] | |
-------------------------------------------------------------- | ||||
N | 1452 | 1452 | 968 | 968 |
R-sq | 0.106 | 0.059 | 0.054 |
--------------------------------------------------------------
t statistics in brackets
* p<0.1, ** p<0.05, *** p<0.01
** TY SO ROA
. xtreg ROA CS_CBTT HDQT KTGD TVDL SHQT QMCT DBTC CTKT SGDCK, re
Number | of obs | = | 1452 | |||||
Group variable: CONGTY | Number | of groups | = | 484 | ||||
R-sq: within | = | 0.0256 | Obs | per | group: | min | = | 3 |
between | = | 0.1837 | avg | = | 3.0 | |||
overall | = | 0.1239 | max | = | 3 | |||
Wald chi2(9) | = | 132.59 | ||||||
corr(u_i, X) | = | 0 (assumed) | Prob > chi2 | = | 0.0000 |
------------------------------------------------------------------------------
ROA | Coef. Std. Err. z P>|z| [95% Conf. Interval]
-------------+---------------------------------------------------------------- CS_CBTT | .001453 .0004136 3.51 0.000 .0006423 .0022637
.0009525 | .0016775 | 0.57 | 0.570 | -.0023353 | .0042403 | ||
KTGD | | | -.0082431 | .0056564 | -1.46 | 0.145 | -.0193295 | .0028433 |
TVDL | | | -.0005349 | .0024852 | -0.22 | 0.830 | -.0054058 | .004336 |
SHQT | | | .00019 | .0001399 | 1.36 | 0.175 | -.0000842 | .0004642 |
QMCT | | | .0034494 | .0024166 | 1.43 | 0.153 | -.001287 | .0081859 |
DBTC | | | -.1231889 | .0131279 | -9.38 | 0.000 | -.1489192 | -.0974586 |
CTKT | | | -.006865 | .0069583 | -0.99 | 0.324 | -.020503 | .0067729 |
SGDCK | | | .0105829 | .0068571 | 1.54 | 0.123 | -.0028567 | .0240225 |
_cons | | | -.0829143 | .0608637 | -1.36 | 0.173 | -.2022049 | .0363764 |
HDQT
-------------+----------------------------------------------------------------
sigma_u | .04967796
sigma_e | .06435643
rho | .37337828 (fraction of variance due to u_i)
------------------------------------------------------------------------------
. estimates store REM_A
. xtreg ROA CS_CBTT HDQT KTGD TVDL SHQT QMCT DBTC CTKT SGDCK, FE
option FE not allowed r(198);
. xtreg ROA CS_CBTT HDQT KTGD TVDL SHQT QMCT DBTC CTKT SGDCK, fe
note: SGDCK omitted because of collinearity
Number | of obs | = | 1452 | |||||
Group variable: CONGTY | Number | of groups | = | 484 | ||||
R-sq: within | = | 0.0397 | Obs | per | group: | min | = | 3 |
between | = | 0.0493 | avg | = | 3.0 | |||
overall | = | 0.0390 | max | = | 3 | |||
F(8,960) | = | 4.96 | ||||||
corr(u_i, Xb) | = | -0.4289 | Prob > F | = | 0.0000 |
------------------------------------------------------------------------------
ROA | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------+----------------------------------------------------------------
| | .0000689 | .0005621 | 0.12 | 0.902 | -.0010341 | .001172 | |
HDQT | | | .0032083 | .0023176 | 1.38 | 0.167 | -.0013398 | .0077564 |
KTGD | | | -.017416 | .0091817 | -1.90 | 0.058 | -.0354344 | .0006025 |
TVDL | | | .000454 | .0041031 | 0.11 | 0.912 | -.007598 | .008506 |
SHQT | | | .0000512 | .0002609 | 0.20 | 0.845 | -.0004608 | .0005631 |
QMCT | | | .0287701 | .0089859 | 3.20 | 0.001 | .0111359 | .0464043 |
DBTC | | | -.1542856 | .0291965 | -5.28 | 0.000 | -.2115819 | -.0969893 |
CTKT | | | -.0112302 | .0152864 | -0.73 | 0.463 | -.0412287 | .0187684 |
SGDCK | | | 0 | (omitted) | ||||
_cons | | | -.6765673 | .2411891 | -2.81 | 0.005 | -1.149886 | -.2032487 |
-------------+----------------------------------------------------------------
sigma_u | .07437296
sigma_e | .06435643
rho | .57182745 (fraction of variance due to u_i)
------------------------------------------------------------------------------
F test that all u_i=0: F(483, 960) = 2.81 Prob > F = 0.0000
. estimates store FEM_A
. xttest3
Modified Wald test for groupwise heteroskedasticity in fixed effect regression model
H0: sigma(i)^2 = sigma^2 for all i chi2 (484) = 2.7e+08
Prob>chi2 = 0.0000
. xtserial ROA CS_CBTT HDQT KTGD TVDL SHQT QMCT DBTC CTKT SGDCK
Wooldridge test for autocorrelation in panel data H0: no first-order autocorrelation
F( 1, 483) = 4.926
Prob > F = 0.0269
. hausman FEM_A REM_A
---- Coefficients ----
| (b) (B) (b-B) sqrt(diag(V_b-V_B))
| FEM_A REM_A Difference S.E.
-------------+----------------------------------------------------------------
| | .0000689 | .001453 | -.0013841 | .0003806 | |
HDQT | | | .0032083 | .0009525 | .0022558 | .0015991 |
KTGD | | | -.017416 | -.0082431 | -.0091729 | .0072324 |
TVDL | | | .000454 | -.0005349 | .0009889 | .0032648 |
SHQT | | | .0000512 | .00019 | -.0001388 | .0002202 |
QMCT | | | .0287701 | .0034494 | .0253207 | .0086548 |
DBTC | | | -.1542856 | -.1231889 | -.0310967 | .0260786 |
CTKT | | | -.0112302 | -.006865 | -.0043651 | .0136109 |
------------------------------------------------------------------------------
b = consistent under Ho and Ha; obtained from xtreg B = inconsistent under Ha, efficient under Ho; obtained from xtreg
Test: Ho: difference in coefficients not systematic chi2(8) = (b-B)'[(V_b-V_B)^(-1)](b-B)
= 21.20
Prob>chi2 = 0.0066
. ivregress 2sls ROA ( CS_CBTT=l.CS_CBTT TVDL QMCT) HDQT KTGD SHQT DBTC CTKT SGDCK,
vce(robust)
Number of obs | = | 968 | |
Wald chi2(7) | = | 166.00 | |
Prob > chi2 | = | 0.0000 | |
R-squared | = | 0.1173 | |
Root MSE | = | .08799 |
------------------------------------------------------------------------------
| Robust
ROA | Coef. Std. Err. z P>|z| [95% Conf. Interval]
-------------+----------------------------------------------------------------
| | .0027197 | .0008002 | 3.40 | 0.001 | .0011514 | .0042881 | |
HDQT | | | .0010308 | .001871 | 0.55 | 0.582 | -.0026362 | .0046978 |
KTGD | | | -.0064288 | .0084715 | -0.76 | 0.448 | -.0230328 | .0101751 |
SHQT | | | .0002242 | .0001204 | 1.86 | 0.063 | -.0000117 | .00046 |
DBTC | | | -.1117455 | .0125505 | -8.90 | 0.000 | -.1363439 | -.087147 |
CTKT | | | -.0012308 | .0080368 | -0.15 | 0.878 | -.0169826 | .014521 |
SGDCK | | | .0116214 | .0052133 | 2.23 | 0.026 | .0014035 | .0218393 |
_cons | | | -.0791241 | .048681 | -1.63 | 0.104 | -.1745372 | .0162889 |
------------------------------------------------------------------------------
Instrumented: CS_CBTT
Instruments: HDQT KTGD SHQT DBTC CTKT SGDCK L.CS_CBTT TVDL QMCT
. estat endogenous Tests of endogeneity
Ho: variables are exogenous
Robust score chi2(1) = .037923 (p = 0.8456) Robust regression F(1,959) = .037649 (p = 0.8462)
. estat overid
Score chi2(2) = .591955 (p | = 0.7438) | |||||||
. estimates store SLS_A | ||||||||
. ivregress gmm ROA ( CS_CBTT=l.CS_CBTT | TVDL QMCT) | HDQT KTGD SHQT DBTC | CTKT SGDCK | |||||
Instrumental variables (GMM) regression | Number of obs = | 968 | ||||||
Wald chi2(7) = | 167.11 | |||||||
Prob > chi2 = | 0.0000 | |||||||
R-squared = | 0.1171 | |||||||
GMM weight matrix: Robust | Root MSE = | .088 | ||||||
------------------------------------------------------------------------------ | ||||||||
| ROA | | Coef. | Robust Std. Err. | z | P>|z| | [95% Conf. Interval] | |||
-------------+---------------------------------------------------------------- | ||||||||
CS_CBTT | | | .002819 | .0007483 | 3.77 | 0.000 | .0013523 | .0042856 | |
HDQT | | | .0007069 | .0018193 | 0.39 | 0.698 | -.0028588 | .0042726 | |
KTGD | | | -.0058822 | .007201 | -0.82 | 0.414 | -.0199958 | .0082315 | |
SHQT | | | .0002285 | .0001144 | 2.00 | 0.046 | 4.39e-06 | .0004527 | |
DBTC | | | -.1093649 | .0119843 | -9.13 | 0.000 | -.1328536 | -.0858761 | |
CTKT | | | -.0016312 | .0072387 | -0.23 | 0.822 | -.0158188 | .0125564 | |
SGDCK | | | .0108541 | .0050448 | 2.15 | 0.031 | .0009665 | .0207417 | |
_cons | | | -.0844453 | .0455542 | -1.85 | 0.064 | -.1737299 | .0048392 |