LM检验结果如下:
Ordinary Least-squares Estimates
R-squared = 0.4606
Rbar-squared = 0.4446
sigma^2 = 0.0981
Durbin-Watson = 1.2845
Nobs, Nvars = 105, 4
***************************************************************
Variable Coefficient t-statistic t-probability
variable 1 5.064736 2.877886 0.004886
variable 2 0.397817 6.549467 0.000000
variable 3 0.074589 0.360249 0.719413
variable 4 -0.022606 -1.683082 0.095448
loglikols =
-25.063737813143149
LM test no spatial lag, probability = 0.0469, 0.8285
robust LM test no spatial lag, probability = 14.8957, 0.0001
LM test no spatial error, probability = 1.5247, 0.2169
robust LM test no spatial error, probability = 16.3735, 0.0001
Moran I-test for spatial correlation in residuals
Moran I 0.06526690
Moran I-statistic 1.75068006
Marginal Probability 0.08000104
mean -0.02076895
standard deviation 0.04914424
Ordinary Least-squares Estimates
Dependent Variable = lny
R-squared = 0.8818
Rbar-squared = 0.8795
sigma^2 = 0.0047
Durbin-Watson = 1.2219
Nobs, Nvars = 105, 3
***************************************************************
Variable Coefficient t-statistic t-probability
lnk 0.205502 9.610303 0.000000
lnkn 0.763116 8.412981 0.000000
lnsd -0.006877 -1.020648 0.309836
FE_rsqr2 =
0.974066573964821
loglikfe =
1.342683910244727e+002
LM test no spatial lag, probability = 58.0861, 0.0000
robust LM test no spatial lag, probability = 49.1880, 0.0000
LM test no spatial error, probability = 12.0660, 0.0005
robust LM test no spatial error, probability = 3.1680, 0.0751
Moran I-test for spatial correlation in residuals
Moran I 0.18360380
Moran I-statistic 4.11715908
Marginal Probability 0.00003836
mean -0.01748135
standard deviation 0.04884075
Ordinary Least-squares Estimates
Dependent Variable = lny
R-squared = 0.3238
Rbar-squared = 0.3105
sigma^2 = 0.0966
Durbin-Watson = 1.2960
Nobs, Nvars = 105, 3
***************************************************************
Variable Coefficient t-statistic t-probability
lnk 0.402875 6.087664 0.000000
lnkn 0.003301 0.013699 0.989097
lnsd -0.021322 -1.365784 0.175011
loglikfe =
-24.766142030523039
LM test no spatial lag, probability = 0.1637, 0.6858
robust LM test no spatial lag, probability = 18.3830, 0.0000
LM test no spatial error, probability = 1.4266, 0.2323
robust LM test no spatial error, probability = 19.6459, 0.0000
Moran I-test for spatial correlation in residuals
Moran I 0.06313130
Moran I-statistic 1.27417695
Marginal Probability 0.20260071
mean -0.00402925
standard deviation 0.05270897
Ordinary Least-squares Estimates
Dependent Variable = lny
R-squared = 0.0862
Rbar-squared = 0.0683
sigma^2 = 0.0021
Durbin-Watson = 1.9468
Nobs, Nvars = 105, 3
***************************************************************
Variable Coefficient t-statistic t-probability
lnk 0.049947 2.481067 0.014734
lnkn 0.191113 1.732727 0.086167
lnsd 0.006257 0.936994 0.350975
loglikfe =
1.768995551502678e+002
LM test no spatial lag, probability = 3.6425, 0.0563
robust LM test no spatial lag, probability = 6.5426, 0.0105
LM test no spatial error, probability = 2.4345, 0.1187
robust LM test no spatial error, probability = 5.3346, 0.0209
Moran I-test for spatial correlation in residuals
Moran I -0.08247107
Moran I-statistic -1.56127006
Marginal Probability 0.11846005
mean 0.00011859
standard deviation 0.05289902



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