这个想法想了两年多,今天发疯似的搞了一天。终于使用Matlab突破了空间面板Durbin模型的GMM估计。编程不易啊,不是空间效应分解的代码报错,就是打印估计结果的代码报错。有些欣慰!目前国内文章很少有使用空间面板Durbin模型GMM估计的吧,会用的也做不出来空间效应分解。
Generalized Moments Estimation of Spatial Durbin Model
Dependent Variable = logcit
R-squared = 0.1233
Rbar-squared = 0.1208
EGLS sigma^2 = 0.0076
Nobs, Nvars = 1380, 5
total time = 1.1150
time for x-impacts = 1.0340
# draws x-impacts = 1000
***************************************************************
Variable Coefficient t-stat probability
constant -0.000000 -0.000000 1.000000
logp -1.069041 -20.349596 0.000000
logy 0.635120 8.894690 0.000000
W*logp -1.191290 -3.555815 0.000377
W*logy 0.049526 0.381777 0.702627
rho -0.804023 -3.015752 0.002563
Direct Coefficient t-stat t-prob lower 01 upper 99
logp -1.068740 -20.431247 0.000000 -1.072372 -1.065108
logy 0.636678 9.133285 0.000000 0.631838 0.641519
Indirect Coefficient t-stat t-prob lower 01 upper 99
logp -1.193215 -3.588963 0.000344 -1.216300 -1.170130
logy 0.050384 0.387191 0.698674 0.041349 0.059419
Total Coefficient t-stat t-prob lower 01 upper 99
logp -2.261955 -6.478616 0.000000 -2.286198 -2.237712
logy 0.687062 5.587427 0.000000 0.678524 0.695600