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An efficient stochastic generalized method of moments estimator for nonlinear moment models

Nguyen, Duy
arXiv (All) · Papers
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econometricsmethodologyprobabilitystatistics-theory
We study the asymptotic properties of the nonlinear stochastic GMM algorithm proposed by Chen, Lee, Liao, Seo, Shin and Song for recursively estimating parameters defined by possibly nonlinear and overidentified moment restrictions $\E[g(X,β^*)]=0$. Each observation updates estimates of the moment J
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