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Cramér Asymptotic Efficiency in a Semiparametric Model
Authors:Min Yi  Guohua Deng
Institution:1. Department of Science, Nanchang Institute of Technology, Nanchang, Jiangxi, China;2. School of Finance and Statistics, Jiangxi University of Finance and Economics, Nanchang, Jiangxi, China
Abstract:This article is concerned with efficient estimation in a semiparametric model. We consider pseudo maximum likelihood estimation and prove that the proposed estimator is asymptotically efficient in the sense of Cramér; that is, the estimator has the smallest mean squared error.
Keywords:Hölder continuous  piecewise polynomial  pseudo-maximum likelihood estimator
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