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Asymptotic Expansions of the Distributions of Semi-Parametric Estimators in a Linear Simultaneous Equations System

Naoto Kunitomo and Yukitoshi Matsushita
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Naoto Kunitomo: Faculty of Economics, University of Tokyo

No CIRJE-F-237, CIRJE F-Series from CIRJE, Faculty of Economics, University of Tokyo

Abstract: Asymptotic expansions are made of the distributions of a class of semi-parametric estimators including the Maximum Empirical Likelihood (MEL) method and the Generalized Method of Moments (GMM) for the coefficients of a single structural equation in the linear simultaneous equations system. The expansions in terms of the sample size, when the non-centrality parameters increase proportionally, are carried out to the order of O(n-2). Comparisons of the distributions of the MEL and GMM estimators are also made.

Pages: 43 pages
Date: 2003-08
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Citations: View citations in EconPapers (7)

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