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Group variable: province Number of obs = 27
Time variable : year Number of groups = 3
Number of instruments = 27 Obs per group: min = 9
F(6, 20) = 5.23 avg = 9.00
Prob > F = 0.002 max = 9
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fisicalratio | Coef. Std. Err. t P>|t| [95% Conf. Interval]
--------------+----------------------------------------------------------------
fisicalratio |
L1. | .3828512 .1975959 1.94 0.067 -.0293267 .7950291
|
fd | .0044428 .1274996 0.03 0.973 -.2615167 .2704024
indstructure2 | -.2554415 .1721014 -1.48 0.153 -.6144386 .1035556
indstructure3 | -.0588611 .0644375 -0.91 0.372 -.1932754 .0755531
pgdp | 1.98e-07 6.88e-07 0.29 0.776 -1.24e-06 1.63e-06
popdensity | .0000161 .0000155 1.04 0.313 -.0000163 .0000485
_cons | .6259339 .1990617 3.14 0.005 .2106985 1.041169
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Instruments for first differences equation
Standard
D.(fd indstructure2 indstructure3 popdensity)
GMM-type (missing=0, separate instruments for each period unless collapsed)
L(1/9).(L.fisicalratio landincome pgdp)
Instruments for levels equation
Standard
fd indstructure2 indstructure3 popdensity
_cons
GMM-type (missing=0, separate instruments for each period unless collapsed)
D.(L.fisicalratio landincome pgdp)
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Arellano-Bond test for AR(1) in first differences: z = . Pr > z = .
Arellano-Bond test for AR(2) in first differences: z = -1.29 Pr > z = 0.196
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Sargan test of overid. restrictions: chi2(20) = 33.07 Prob > chi2 = 0.033
(Not robust, but not weakened by many instruments.)
Difference-in-Sargan tests of exogeneity of instrument subsets:
GMM instruments for levels
Sargan test excluding group: chi2(15) = 33.07 Prob > chi2 = 0.005
Difference (null H = exogenous): chi2(5) = 0.00 Prob > chi2 = 1.000
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