Favoring space over speed. To switch, type or click on mata: mata set matafavor
> speed, perm.
Warning: Number of instruments may be large relative to number of observations.
Warning: Two-step estimated covariance matrix of moments is singular.
Using a generalized inverse to calculate robust weighting matrix for Hansen te
> st.
Difference-in-Sargan/Hansen statistics may be negative.
Dynamic panel-data estimation, one-step system GMM
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Group variable: pro Number of obs = 522
Time variable : year Number of groups = 29
Number of instruments = 365 Obs per group: min = 18
Wald chi2(7) = 175086.64 avg = 18.00
Prob > chi2 = 0.000 max = 18
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| Robust
lny | Coef. Std. Err. z P>|z| [95% Conf. Interval]
-------------+----------------------------------------------------------------
lag_lny | .9394033 .0166805 56.32 0.000 .90671 .9720966
lns | -.0083377 .0097693 -0.85 0.393 -.0274852 .0108099
lnl | -.0012111 .0060213 -0.20 0.841 -.0130127 .0105905
lnf | .0500582 .0146019 3.43 0.001 .0214391 .0786774
lnm | -.001922 .0091211 -0.21 0.833 -.019799 .0159549
lnr | .0332994 .0114264 2.91 0.004 .0109042 .0556947
lne | -.0011207 .0046717 -0.24 0.810 -.0102771 .0080357
_cons | -.0372584 .0794704 -0.47 0.639 -.1930175 .1185007
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Instruments for first differences equation
Standard
D.(lns L.lns lnl L.lnl lnf L.lnf lnm L.lnm lnr L.lnr lne L.lne)
GMM-type (missing=0, separate instruments for each period unless collapsed)
L(1/.).(lny lnr)
Instruments for levels equation
Standard
_cons
lns L.lns lnl L.lnl lnf L.lnf lnm L.lnm lnr L.lnr lne L.lne
GMM-type (missing=0, separate instruments for each period unless collapsed)
D.(lny lnr)
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Arellano-Bond test for AR(1) in first differences: z = -2.74 Pr > z = 0.006
Arellano-Bond test for AR(2) in first differences: z = 0.17 Pr > z = 0.866
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Sargan test of overid. restrictions: chi2(357) = 852.46 Prob > chi2 = 0.000
(Not robust, but not weakened by many instruments.)
Hansen test of overid. restrictions: chi2(357) = 28.83 Prob > chi2 = 1.000
(Robust, but can be weakened by many instruments.)
Difference-in-Hansen tests of exogeneity of instrument subsets:
GMM instruments for levels
Hansen test excluding group: chi2(324) = 28.83 Prob > chi2 = 1.000
Difference (null H = exogenous): chi2(33) = -0.00 Prob > chi2 = 1.000
gmm(lny lnr, lag(1 .))
Hansen test excluding group: chi2(5) = 19.92 Prob > chi2 = 0.001
Difference (null H = exogenous): chi2(352) = 8.91 Prob > chi2 = 1.000
iv(lns L.lns lnl L.lnl lnf L.lnf lnm L.lnm lnr L.lnr lne L.lne)
Hansen test excluding group: chi2(345) = 28.91 Prob > chi2 = 1.000
Difference (null H = exogenous): chi2(12) = -0.07 Prob > chi2 = 1.000
.