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From | "Ornaghi C." <C.Ornaghi@soton.ac.uk> |
To | "statalist@hsphsun2.harvard.edu" <statalist@hsphsun2.harvard.edu> |
Subject | RE: st: GMM criterion function |
Date | Mon, 13 Jan 2014 17:47:39 +0000 |
I have a problem with the value of the criterion function in GMM. In the results below you can see that the value of the GMM criterion in the last iteration Q(b) = 1.416e-06 is different from the result saved in e(Q) = .000210635363449 . I would appreciate if you could help me clarifying this difference. Step 1 Iteration 0: GMM criterion Q(b) = 4.990e-06 Iteration 1: GMM criterion Q(b) = 1.455e-06 Iteration 2: GMM criterion Q(b) = 1.416e-06 GMM estimation Number of parameters = 5 Number of moments = 7 Initial weight matrix: Unadjusted Number of obs = 20099 ------------------------------------------------------------------------------ | Robust | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- /b1 | .6298857 29.42284 0.02 0.983 -57.03783 58.2976 /b2 | -.5015724 .7868027 -0.64 0.524 -2.043677 1.040533 /b3 | .58346 78.29432 0.01 0.994 -152.8706 154.0375 /b4 | -.500558 19.35732 -0.03 0.979 -38.44021 37.4391 /b5 | .9685305 .0525856 18.42 0.000 .8654646 1.071596 ------------------------------------------------------------------------------ Instruments for equation 1: l_inp1 l_inp2 l_inp3 l_lninp1 l_lninp2 l_lninp3 _cons scalars: e(rank) = 5 e(N) = 20099 e(Q) = .000210635363449 e(J) = 4.233560169961503 e(J_df) = 2 e(converged) = 1 e(has_xtinst) = 0 e(type) = 2 e(n_eq) = 1 e(k) = 5 e(n_moments) = 7 e(k_aux) = 5 e(k_eq_model) = 0 e(k_eq) = 5 macros: e(cmdline) : "gmm gmm_step2, nequation(1) nparameters(5) instrument(l_inp1 l_inp2 l_inp3 l_lninp1 l.." e(cmd) : "gmm" e(estat_cmd) : "gmm_estat" e(predict) : "gmm_p" e(marginsnotok) : "_ALL" e(eqnames) : "1" e(technique) : "dfp" e(winit) : "Unadjusted" e(estimator) : "onestep" e(wmatrix) : "robust" e(vce) : "robust" e(vcetype) : "Robust" e(evalopts) : "depvar(lny2) phi(phihat) phi_lag(phihat_lag)" e(evalprog) : "gmm_step2" e(params) : "b1 b2 b3 b4 b5" e(inst_1) : "l_inp1 l_inp2 l_inp3 l_lninp1 l_lninp2 l_lninp3 _cons" e(properties) : "b V" matrices: e(b) : 1 x 5 e(V) : 5 x 5 e(init) : 1 x 5 e(V_modelbased) : 5 x 5 e(S) : 7 x 7 e(W) : 7 x 7 * * For searches and help try: * http://www.stata.com/help.cgi?search * http://www.stata.com/support/faqs/resources/statalist-faq/ * http://www.ats.ucla.edu/stat/stata/