Nghiên cứu mối quan hệ giữa lợi suất cổ phiếu và thanh khoản thị trường - trường hợp các doanh nghiệp niêm yết trên thị trường chứng khoán Việt Nam - 18


Kết quả hồi quy cột (4) Bảng 4.4


xtreg tobinq ln_amihud_local_yearly_ln ln_sales lev_mv profitability cash_ratio2 year_dummy* sic* if yhat != .,fe cluster(firmid)

note: year_dummy10 omitted because of collinearity note: sic1 omitted because of collinearity

note: sic2 omitted because of collinearity note: sic3 omitted because of collinearity note: sic4 omitted because of collinearity note: sic5 omitted because of collinearity note: sic6 omitted because of collinearity note: sic7 omitted because of collinearity note: sic8 omitted because of collinearity note: sic9 omitted because of collinearity note: sic10 omitted because of collinearity note: sic11 omitted because of collinearity


Fixed-effects (within) regression

Number of obs =

4,398

Group variable: firmid

Number of groups =

582

R-sq:

within = 0.2633

Obs per group:

min =


1

between = 0.4941

avg =

7.6

overall = 0.3907

max =

10


F(14,581) =

45.56

corr(u_i, Xb) = 0.3209

Prob > F =

0.0000

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Nghiên cứu mối quan hệ giữa lợi suất cổ phiếu và thanh khoản thị trường - trường hợp các doanh nghiệp niêm yết trên thị trường chứng khoán Việt Nam - 18


(Std. Err. adjusted for 582 clusters in firmid)

-------------------------------------------------------------------------------------------

| Robust

tobinq | Coef. Std. Err. t P>|t| [95% Conf. Interval]

--------------------------+----------------------------------------------------------------

ln_amihud_local_yearly_ln | -.0423145 .0051817 -8.17 0.000 -.0524916 -.0321373

ln_sales | .0021791 .0145411 0.15 0.881 -.0263805 .0307387

lev_mv | -.0587457 .0495154 -1.19 0.236 -.1559968 .0385053

profitability | 1.588793 .2005795 7.92 0.000 1.194844 1.982743

cash_ratio2 | .0270454 .0555588 0.49 0.627 -.0820752 .136166

year_dummy1 | .0560952 .0285118 1.97 0.050 .0000964 .1120939

year_dummy2 | -.0281848 .0273711 -1.03 0.304 -.0819432 .0255735

year_dummy3 | -.191919 .021387 -8.97 0.000 -.2339242 -.1499138

year_dummy4 | -.15186 .0191119 -7.95 0.000 -.1893969 -.1143232

year_dummy5 | -.0628938 .0179505 -3.50 0.000 -.0981496 -.027638

year_dummy6 | -.0068099 .0178068 -0.38 0.702 -.0417834 .0281636

year_dummy7 | .0076145 .0168869 0.45 0.652 -.0255522 .0407813

year_dummy8 | .0421864 .0172757 2.44 0.015 .008256 .0761168

year_dummy9 | .0549854 .012357 4.45 0.000 .0307155 .0792553

year_dummy10 | 0 (omitted)

sic1 | 0 (omitted)

sic2 | 0 (omitted)

sic3 | 0 (omitted)

sic4 | 0 (omitted)

sic5 | 0 (omitted)

sic6 | 0 (omitted)

sic7 | 0 (omitted)

sic8 | 0 (omitted)

sic9 | 0 (omitted)

sic10 | 0 (omitted)

sic11 | 0 (omitted)

_cons | .8792619 .1535586 5.73 0.000 .5776643 1.180859

--------------------------+----------------------------------------------------------------

sigma_u | .39324209

sigma_e | .25369113

rho | .70612046 (fraction of variance due to u_i)

-------------------------------------------------------------------------------------------


Kết quả hồi quy cột (5) Bảng 4.4


xtreg tobinq relative_spread ln_sales lev_mv profitability cash_ratio2 year_dummy* sic* if yhat

!= .,fe cluster(firmid)

note: year_dummy10 omitted because of collinearity note: sic1 omitted because of collinearity

note: sic2 omitted because of collinearity note: sic3 omitted because of collinearity note: sic4 omitted because of collinearity note: sic5 omitted because of collinearity note: sic6 omitted because of collinearity note: sic7 omitted because of collinearity note: sic8 omitted because of collinearity note: sic9 omitted because of collinearity note: sic10 omitted because of collinearity note: sic11 omitted because of collinearity

Fixed-effects (within) regression Number of obs = 4,419 Group variable: firmid Number of groups = 596

R-sq: Obs per group:

within = 0.2412 min = 1

between = 0.4801 avg = 7.4

overall = 0.3929 max = 10

F(14,595) = 44.61

corr(u_i, Xb) = 0.3568 Prob > F = 0.0000


(Std. Err. adjusted for 596 clusters in firmid)

---------------------------------------------------------------------------------

| Robust

tobinq | Coef. Std. Err. t P>|t| [95% Conf. Interval]

----------------+---------------------------------------------------------------- relative_spread | -1.42253 .4596388 -3.09 0.002 -2.325241 -.5198178

ln_sales | .0250413 .0139821 1.79 0.074 -.0024189 .0525015

lev_mv | -.1035031 .0509521 -2.03 0.043 -.2035709 -.0034354

profitability | 1.608527 .2019736 7.96 0.000 1.21186 2.005195

cash_ratio2 | .0498823 .0564316 0.88 0.377 -.060947 .1607116

year_dummy1 | .0650777 .0314149 2.07 0.039 .0033801 .1267752

year_dummy2 | -.003975 .0291949 -0.14 0.892 -.0613126 .0533626

year_dummy3 | -.230749 .0242609 -9.51 0.000 -.2783965 -.1831016

year_dummy4 | -.1893262 .0217611 -8.70 0.000 -.2320641 -.1465884

year_dummy5 | -.07584 .0187223 -4.05 0.000 -.1126098 -.0390702

year_dummy6 | -.008956 .0181244 -0.49 0.621 -.0445516 .0266395

year_dummy7 | .004538 .0169442 0.27 0.789 -.0287398 .0378157

year_dummy8 | .0463089 .0171284 2.70 0.007 .0126695 .0799483

year_dummy9 | .0648071 .0120779 5.37 0.000 .0410865 .0885277

year_dummy10 | 0 (omitted)

sic1 | 0 (omitted)

sic2 | 0 (omitted)

sic3 | 0 (omitted)

sic4 | 0 (omitted)

sic5 | 0 (omitted)

sic6 | 0 (omitted)

sic7 | 0 (omitted)

sic8 | 0 (omitted)

sic9 | 0 (omitted)

sic10 | 0 (omitted)

sic11 | 0 (omitted)

_cons | .4961673 .1405516 3.53 0.000 .2201297 .7722049

----------------+----------------------------------------------------------------

sigma_u | .42107813

sigma_e | .25741597

rho | .72795072 (fraction of variance due to u_i)

---------------------------------------------------------------------------------


Kết quả hồi quy cột (6) Bảng 4.4


xtreg tobinq zeros_local ln_sales lev_mv profitability cash_ratio2 year_dummy* sic* if yhat ! =

.,fe cluster(firmid)

note: year_dummy10 omitted because of collinearity note: sic1 omitted because of collinearity

note: sic2 omitted because of collinearity note: sic3 omitted because of collinearity note: sic4 omitted because of collinearity note: sic5 omitted because of collinearity note: sic6 omitted because of collinearity note: sic7 omitted because of collinearity note: sic8 omitted because of collinearity note: sic9 omitted because of collinearity note: sic10 omitted because of collinearity note: sic11 omitted because of collinearity


Fixed-effects (within) regression

Number of obs =

4,416

Group variable: firmid

Number of groups =

585

R-sq:

within = 0.2412

Obs per group:

min =


1

between = 0.5118

avg =

7.5

overall = 0.4091

max =

10


F(14,584) =

45.94

corr(u_i, Xb) = 0.3830

Prob > F =

0.0000


(Std. Err. adjusted for 585 clusters in firmid)

-------------------------------------------------------------------------------

| Robust

tobinq | Coef. Std. Err. t P>|t| [95% Conf. Interval]

--------------+---------------------------------------------------------------- zeros_local | -2.204921 .3364788 -6.55 0.000 -2.865777 -1.544065

ln_sales | .0313021 .0141131 2.22 0.027 .0035835 .0590206

lev_mv | -.1163838 .0501586 -2.32 0.021 -.214897 -.0178706

profitability | 1.636305 .2075283 7.88 0.000 1.228712 2.043898

cash_ratio2 | .0600958 .0561304 1.07 0.285 -.0501462 .1703379

year_dummy1 | .0802877 .0287884 2.79 0.005 .0237464 .1368291

year_dummy2 | .011045 .0260822 0.42 0.672 -.0401813 .0622713

year_dummy3 | -.2312412 .0234933 -9.84 0.000 -.2773829 -.1850995

year_dummy4 | -.1802003 .0203296 -8.86 0.000 -.2201283 -.1402722

year_dummy5 | -.0679488 .0185278 -3.67 0.000 -.104338 -.0315596

year_dummy6 | -.0024853 .0182167 -0.14 0.892 -.0382635 .0332928

year_dummy7 | .0144154 .0169455 0.85 0.395 -.0188661 .047697

year_dummy8 | .0544224 .0175478 3.10 0.002 .019958 .0888868

year_dummy9 | .0724464 .0121941 5.94 0.000 .0484968 .096396

year_dummy10 | 0 (omitted)

sic1 | 0 (omitted)

sic2 | 0 (omitted)

sic3 | 0 (omitted)

sic4 | 0 (omitted)

sic5 | 0 (omitted)

sic6 | 0 (omitted)

sic7 | 0 (omitted)

sic8 | 0 (omitted)

sic9 | 0 (omitted)

sic10 | 0 (omitted)

sic11 | 0 (omitted)

_cons | .3873036 .1403222 2.76 0.006 .1117061 .6629012

--------------+----------------------------------------------------------------

sigma_u | .40718788

sigma_e | .25738637

rho | .71451056 (fraction of variance due to u_i)

-------------------------------------------------------------------------------


Kết quả hồi quy cột (3) Bảng 4.5


reg lev_mv zeros_local ln_sales fixed_assets profitability mtb tax_assets year_dummy* sic* if yhat != ., cluster(firmid)

note: year_dummy2 omitted because of collinearity note: sic1 omitted because of collinearity

note: sic8 omitted because of collinearity note: sic10 omitted because of collinearity note: sic11 omitted because of collinearity


Linear regression

Number of obs

=

4,405


F(22, 584)

=

38.27


Prob > F

=

0.0000


R-squared

=

0.4641


Root MSE

=

.20591


(Std. Err. adjusted for 585 clusters in firmid)

-------------------------------------------------------------------------------

|

lev_mv |


Coef.

Robust

Std. Err.


t


P>|t|


[95% Conf. Interval]

--------------+----------------------------------------------------------------

zeros_local

|

1.613429

.3665282

4.40

0.000

.8935546

2.333303

ln_sales

|

.0622568

.005007

12.43

0.000

.0524229

.0720907

fixed_assets

|

.1849901

.0356736

5.19

0.000

.1149259

.2550542

profitability

|

-.1129083

.1346664

-0.84

0.402

-.3773977

.1515811

mtb

|

-.0686224

.0078416

-8.75

0.000

-.0840235

-.0532213

tax_assets

|

-6.771832

.6417547

-10.55

0.000

-8.03226

-5.511403

year_dummy1

|

-.0165923

.0101631

-1.63

0.103

-.0365529

.0033684

year_dummy2

|

0

(omitted)





year_dummy3

|

.0551282

.0091513

6.02

0.000

.0371547

.0731018

year_dummy4

|

.0377809

.0099393

3.80

0.000

.0182596

.0573021

year_dummy5

|

.0232876

.0109938

2.12

0.035

.0016953

.0448798

year_dummy6

|

-.0034082

.010378

-0.33

0.743

-.023791

.0169746

year_dummy7

|

-.0007768

.0110187

-0.07

0.944

-.0224179

.0208642

year_dummy8

|

-.0008433

.0118987

-0.07

0.944

-.0242126

.0225261

year_dummy9

|

-.0129268

.0121321

-1.07

0.287

-.0367547

.010901

year_dummy10

|

-.0117305

.0125886

-0.93

0.352

-.0364549

.0129939

sic1

|

0

(omitted)





sic2

|

.05736

.0627492

0.91

0.361

-.0658816

.1806015

sic3

|

.1872304

.0575283

3.25

0.001

.0742428

.300218

sic4

|

.1006651

.0551693

1.82

0.069

-.0076892

.2090195

sic5

|

.0146724

.0572369

0.26

0.798

-.0977428

.1270875

sic6

|

.0564625

.0616338

0.92

0.360

-.0645884

.1775133

sic7

|

.0325499

.0629442

0.52

0.605

-.0910746

.1561744

sic8

|

0

(omitted)





sic9

|

-.0009072

.0624797

-0.01

0.988

-.1236194

.121805

sic10

|

0

(omitted)





sic11

|

0

(omitted)





_cons

|

-.2340763

.0737978

-3.17

0.002

-.3790177

-.0891349

-------------------------------------------------------------------------------


Kết quả hồi quy cột (4) Bảng 4.6


xtreg lev_mv ln_amihud_local_yearly ln_sales fixed_assets profitability mtb tax_assets year_dummy* sic* if yhat != ., fe cluster(firmid)

note: year_dummy10 omitted because of collinearity note: sic1 omitted because of collinearity

note: sic2 omitted because of collinearity note: sic3 omitted because of collinearity note: sic4 omitted because of collinearity note: sic5 omitted because of collinearity note: sic6 omitted because of collinearity note: sic7 omitted because of collinearity note: sic8 omitted because of collinearity note: sic9 omitted because of collinearity note: sic10 omitted because of collinearity note: sic11 omitted because of collinearity


Fixed-effects (within) regression

Number of obs

=

4,387

Group variable: firmid

Number of groups

=

582

R-sq:

within = 0.2919

Obs per group:

min =


1

between = 0.4521

avg =

7.5

overall = 0.4244

max =

10


F(15,581)

=

38.77

corr(u_i, Xb) = 0.2343

Prob > F

=

0.0000


(Std. Err. adjusted for 582 clusters in firmid)

----------------------------------------------------------------------------------------

| Robust

lev_mv | Coef. Std. Err. t P>|t| [95% Conf. Interval]

-----------------------+----------------------------------------------------------------

ln_amihud_local_yearly | .0121587 .0027481 4.42 0.000 .0067613 .0175561

ln_sales | .0604993 .009785 6.18 0.000 .0412811 .0797175

fixed_assets | .1623196 .0537247 3.02 0.003 .0568013 .2678379

profitability | -.4566168 .0885995 -5.15 0.000 -.6306311 -.2826025

mtb | -.0587549 .0067873 -8.66 0.000 -.0720857 -.0454242

tax_assets | -3.054999 .4335435 -7.05 0.000 -3.906503 -2.203495

year_dummy1 | -.0080074 .0160563 -0.50 0.618 -.0395428 .023528

year_dummy2 | -.0018181 .0134516 -0.14 0.893 -.0282379 .0246016

year_dummy3 | .0507736 .0132568 3.83 0.000 .0247366 .0768106

year_dummy4 | .044191 .0120591 3.66 0.000 .0205063 .0678758

year_dummy5 | .0252492 .0104074 2.43 0.016 .0048084 .04569

year_dummy6 | -.0012461 .0089738 -0.14 0.890 -.0188712 .016379

year_dummy7 | .0011589 .0081566 0.14 0.887 -.014861 .0171789

year_dummy8 | .0065695 .0065696 1.00 0.318 -.0063335 .0194726

year_dummy9 | -.0004906 .0049947 -0.10 0.922 -.0103005 .0093194

year_dummy10 | 0 (omitted)

sic1 | 0 (omitted)

sic2 | 0 (omitted)

sic3 | 0 (omitted)

sic4 | 0 (omitted)

sic5 | 0 (omitted)

sic6 | 0 (omitted)

sic7 | 0 (omitted)

sic8 | 0 (omitted)

sic9 | 0 (omitted)

sic10 | 0 (omitted)

sic11 | 0 (omitted)

_cons | -.2099865 .1083916 -1.94 0.053 -.4228735 .0029006

-----------------------+----------------------------------------------------------------

sigma_u | .186611

sigma_e | .12549518

rho | .68858617 (fraction of variance due to u_i)

----------------------------------------------------------------------------------------


Kết quả hồi quy cột (5) Bảng 4.6


xtreg lev_mv relative_spread ln_sales fixed_assets profitability mtb tax_assets year_dummy* sic* if yhat != ., fe cluster(firmid)

note: year_dummy10 omitted because of collinearity note: sic1 omitted because of collinearity

note: sic2 omitted because of collinearity note: sic3 omitted because of collinearity note: sic4 omitted because of collinearity note: sic5 omitted because of collinearity note: sic6 omitted because of collinearity note: sic7 omitted because of collinearity note: sic8 omitted because of collinearity note: sic9 omitted because of collinearity note: sic10 omitted because of collinearity note: sic11 omitted because of collinearity

Fixed-effects (within) regression Number of obs = 4,408 Group variable: firmid Number of groups = 596

R-sq: Obs per group:

within = 0.2988 min = 1

between = 0.4352 avg = 7.4

overall = 0.4128 max = 10

F(15,595) = 37.95

corr(u_i, Xb) = 0.2189 Prob > F = 0.0000


(Std. Err. adjusted for 596 clusters in firmid)

---------------------------------------------------------------------------------

| Robust

lev_mv | Coef. Std. Err. t P>|t| [95% Conf. Interval]

----------------+---------------------------------------------------------------- relative_spread | 1.089544 .1934723 5.63 0.000 .7095729 1.469516

ln_sales | .0612756 .0094263 6.50 0.000 .0427628 .0797884

fixed_assets | .1591804 .0530437 3.00 0.003 .0550047 .2633561

profitability | -.4444521 .0868562 -5.12 0.000 -.6150341 -.2738701

mtb | -.0591788 .0069064 -8.57 0.000 -.0727427 -.0456148

tax_assets | -2.987939 .425157 -7.03 0.000 -3.82293 -2.152948

year_dummy1 | .0072438 .0163379 0.44 0.658 -.0248432 .0393307

year_dummy2 | .0105063 .0138893 0.76 0.450 -.0167717 .0377843

year_dummy3 | .0696469 .0133132 5.23 0.000 .0435003 .0957934

year_dummy4 | .0624667 .012255 5.10 0.000 .0383984 .086535

year_dummy5 | .0337655 .0104785 3.22 0.001 .0131862 .0543448

year_dummy6 | .0083848 .0092492 0.91 0.365 -.0097802 .0265499

year_dummy7 | .008907 .0082219 1.08 0.279 -.0072405 .0250545

year_dummy8 | .0127349 .0067523 1.89 0.060 -.0005264 .0259962

year_dummy9 | .0032009 .0051565 0.62 0.535 -.0069262 .0133281

year_dummy10 | 0 (omitted)

sic1 | 0 (omitted)

sic2 | 0 (omitted)

sic3 | 0 (omitted)

sic4 | 0 (omitted)

sic5 | 0 (omitted)

sic6 | 0 (omitted)

sic7 | 0 (omitted)

sic8 | 0 (omitted)

sic9 | 0 (omitted)

sic10 | 0 (omitted)

sic11 | 0 (omitted)

_cons | -.2055945 .101117 -2.03 0.042 -.4041842 -.0070048

----------------+----------------------------------------------------------------

sigma_u | .18779465

sigma_e | .12501813

rho | .69291456 (fraction of variance due to u_i)

---------------------------------------------------------------------------------


Kết quả hồi quy cột (6) Bảng 4.6


xtreg lev_mv zeros_local ln_sales fixed_assets profitability mtb tax_assets year_dummy* sic* if yhat != ., fe cluster(firmid)

note: year_dummy10 omitted because of collinearity note: sic1 omitted because of collinearity

note: sic2 omitted because of collinearity note: sic3 omitted because of collinearity note: sic4 omitted because of collinearity note: sic5 omitted because of collinearity note: sic6 omitted because of collinearity note: sic7 omitted because of collinearity note: sic8 omitted because of collinearity note: sic9 omitted because of collinearity note: sic10 omitted because of collinearity note: sic11 omitted because of collinearity


Fixed-effects (within) regression

Number of obs =

4,405

Group variable: firmid

Number of groups =

585

R-sq:

within = 0.2871

Obs per group:

min =


1

between = 0.4339

avg =

7.5

overall = 0.4079

max =

10


F(15,584) =

38.11

corr(u_i, Xb) = 0.2016

Prob > F =

0.0000


(Std. Err. adjusted for 585 clusters in firmid)

-------------------------------------------------------------------------------

| Robust

lev_mv | Coef. Std. Err. t P>|t| [95% Conf. Interval]

--------------+---------------------------------------------------------------- zeros_local | .7621999 .2412985 3.16 0.002 .2882814 1.236118

ln_sales | .0556675 .0093831 5.93 0.000 .0372388 .0740963

fixed_assets | .1636994 .0531565 3.08 0.002 .0592983 .2681005

profitability | -.4672896 .0872038 -5.36 0.000 -.6385608 -.2960184

mtb | -.0606948 .0068339 -8.88 0.000 -.0741168 -.0472729

tax_assets | -3.046438 .4274109 -7.13 0.000 -3.885887 -2.206988

year_dummy1 | -.0154883 .0155743 -0.99 0.320 -.0460769 .0151002

year_dummy2 | -.011084 .0127672 -0.87 0.386 -.0361592 .0139912

year_dummy3 | .0609113 .0130325 4.67 0.000 .035315 .0865077

year_dummy4 | .0509964 .011952 4.27 0.000 .0275222 .0744706

year_dummy5 | .027168 .0103757 2.62 0.009 .0067897 .0475464

year_dummy6 | .0000157 .0089422 0.00 0.999 -.017547 .0175784

year_dummy7 | .0013684 .0081804 0.17 0.867 -.0146982 .017435

year_dummy8 | .0046756 .0065576 0.71 0.476 -.0082037 .0175549

year_dummy9 | -.0045404 .0048316 -0.94 0.348 -.0140297 .004949

year_dummy10 | 0 (omitted)

sic1 | 0 (omitted)

sic2 | 0 (omitted)

sic3 | 0 (omitted)

sic4 | 0 (omitted)

sic5 | 0 (omitted)

sic6 | 0 (omitted)

sic7 | 0 (omitted)

sic8 | 0 (omitted)

sic9 | 0 (omitted)

sic10 | 0 (omitted)

sic11 | 0 (omitted)

_cons | -.1005486 .0986476 -1.02 0.308 -.2942959 .0931986

--------------+----------------------------------------------------------------

sigma_u | .18841386

sigma_e | .12597862

rho | .69105529 (fraction of variance due to u_i)

-------------------------------------------------------------------------------

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