MATLAB R2012b下运行空间面板程序
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https://pic.bbs.jg.com.cn/album/201210/09/213902atjjgjtgk5akjtgl.jpg>>demopanelscomparePooledmodelwithspatiallylaggeddependentvariable,nofixedeffectsDependentVariable=logcitR-squared=0.3509corr-squ ...
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>> demopanelscompare
Pooled model with spatially lagged dependent variable, no fixed effects
Dependent Variable = logcit
R-squared = 0.3509
corr-squared = 0.2985
sigma^2 = 0.0327
Nobs,Nvar,#FE = 1380, 4, 3
log-likelihood = 394.54834
# of iterations = 1
min and max rho = -1.0000, 1.0000
total time in secs = 14.8510
time for optimiz = 0.9360
time for lndet = 8.9080
time for t-stats = 0.8120
No lndet approximation used
***************************************************************
Variable CoefficientAsymptot t-stat z-probability
intercept 2.616455 16.533557 0.000000
logp -0.755114 -19.099105 0.000000
logy 0.253383 10.106872 0.000000
W*dep.var. 0.196977 6.438167 0.000000
direct t-stat indirect t-stat total t-stat
ans =
-0.7633-19.4569 -0.1767 -6.1270 -0.9400-22.3202
0.2571 10.2852 0.0595 5.4014 0.3166 10.5545
Direct Coefficient t-stat t-prob lower 05 upper 95
logp -0.762472 -20.826112 0.000000 -0.834001 -0.691952
logy 0.255785 10.463697 0.000000 0.208055 0.304567
Indirect Coefficient t-stat t-prob lower 05 upper 95
logp -0.178210 -6.106329 0.000000 -0.235625 -0.121249
logy 0.059756 5.478687 0.000002 0.038942 0.082594
Total Coefficient t-stat t-prob lower 05 upper 95
logp -0.940682 -22.344474 0.000000 -1.024072 -0.860167
logy 0.315541 10.734011 0.000000 0.261152 0.376315
Pooled model with spatially lagged dependent variable, no fixed effects
Dependent Variable = logcit
R-squared = 0.4348
corr-squared = 0.3600
sigma^2 = 0.0285
Nobs,Nvar,#FE = 1380, 6, 5
log-likelihood = 475.55248
# of iterations = 1
min and max rho = -1.0000, 1.0000
total time in secs = 0.1560
time for optimiz = 0.0160
time for lndet = 0.0460
time for t-stats = 0.0150
No lndet approximation used
***************************************************************
Variable CoefficientAsymptot t-stat z-probability
intercept 2.625962 15.797477 0.000000
logp -1.250878 -21.802791 0.000000
logy 0.554534 14.969190 0.000000
W*logp 0.781788 11.170689 0.000000
W*logy -0.445018 -10.130793 0.000000
W*dep.var. 0.337998 11.149643 0.000000
direct t-stat indirect t-stat total t-stat
ans =
-1.2173-22.0540 0.5113 7.3797 -0.7060-12.9288
0.5293 15.5056 -0.3637 -7.7397 0.1656 4.1753
Direct Coefficient t-stat t-prob lower 05 upper 95
logp -1.216055 -22.210224 0.000000 -1.316445 -1.110232
logy 0.528146 14.913709 0.000000 0.458019 0.597762
Indirect Coefficient t-stat t-prob lower 05 upper 95
logp 0.508237 7.328365 0.000000 0.364701 0.644076
logy -0.363157 -7.640142 0.000000 -0.458181 -0.269617
Total Coefficient t-stat t-prob lower 05 upper 95
logp -0.707818 -13.252184 0.000000 -0.810327 -0.600933
logy 0.164989 4.107140 0.000163 0.082849 0.239969
Pooled model with spatially lagged dependent variable and spatial fixed effects
Dependent Variable = logcit
R-squared = 0.8677
corr-squared = 0.5231
sigma^2 = 0.0069
Nobs,Nvar,#FE = 1380, 3, 48
log-likelihood = 1482.3138
# of iterations = 1
min and max rho = -1.0000, 1.0000
total time in secs = 0.2810
time for optimiz = 0.0160
time for lndet = 0.0470
No lndet approximation used
***************************************************************
Variable CoefficientAsymptot t-stat z-probability
logp -0.532934 -20.743217 0.000000
logy -0.000763 -0.049271 0.960703
W*dep.var. 0.295953 10.362592 0.000000
direct t-stat indirect t-stat total t-stat
ans =
-0.5452-22.3295 -0.2118 -9.9569 -0.7570-29.8903
-0.0009 -0.0565 -0.0003 -0.0549 -0.0013 -0.0561
Direct Coefficient t-stat t-prob lower 05 upper 95
logp -0.545933 -23.155641 0.000000 -0.590560 -0.500489
logy -0.001010 -0.064304 0.949007 -0.032833 0.029000
Indirect Coefficient t-stat t-prob lower 05 upper 95
logp -0.210652 -10.478854 0.000000 -0.254231 -0.173387
logy -0.000358 -0.058811 0.953357 -0.012393 0.011571
Total Coefficient t-stat t-prob lower 05 upper 95
logp -0.756585 -30.792443 0.000000 -0.805463 -0.710222
logy -0.001368 -0.062858 0.950152 -0.045036 0.041040
Pooled model with spatially lagged dependent variable and spatial fixed effects
Dependent Variable = logcit
R-squared = 0.8924
corr-squared = 0.5817
sigma^2 = 0.0056
Nobs,Nvar,#FE = 1380, 5, 50
log-likelihood = 1598.4857
# of iterations = 1
min and max rho = -1.0000, 1.0000
total time in secs = 0.1250
time for optimiz = 0.0150
time for lndet = 0.0470
No lndet approximation used
***************************************************************
Variable CoefficientAsymptot t-stat z-probability
logp -0.930130 -23.202413 0.000000
logy 0.548852 9.138687 0.000000
W*logp 0.584216 12.524271 0.000000
W*logy -0.577597 -9.487176 0.000000
W*dep.var. 0.463958 17.078574 0.000000
direct t-stat indirect t-stat total t-stat
ans =
-0.9075-24.0903 0.2631 5.6299 -0.6444-19.9278
0.5010 8.9554 -0.5559 -9.3347 -0.0549 -2.1089
Direct Coefficient t-stat t-prob lower 05 upper 95
logp -0.905307 -23.670224 0.000000 -0.980819 -0.829517
logy 0.497391 9.087370 0.000000 0.389254 0.604644
Indirect Coefficient t-stat t-prob lower 05 upper 95
logp 0.260883 5.628420 0.000001 0.172311 0.348788
logy -0.552518 -9.423905 0.000000 -0.665516 -0.435620
Total Coefficient t-stat t-prob lower 05 upper 95
logp -0.644425 -20.670929 0.000000 -0.709307 -0.586044
logy -0.055127 -2.021703 0.049047 -0.111107 -0.002551
Pooled model with spatially lagged dependent variable and time period fixed effects
Dependent Variable = logcit
R-squared = 0.4566
corr-squared = 0.3372
sigma^2 = 0.0280
Nobs,Nvar,#FE = 1380, 3, 32
log-likelihood = 520.01842
# of iterations = 1
min and max rho = -1.0000, 1.0000
total time in secs = 0.1560
time for optimiz = 0.0160
time for lndet = 0.0780
No lndet approximation used
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