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Sibirskii Matematicheskii Zhurnal, 2003, Volume 44, Number 3, Pages 521–541
(Mi smj1195)
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This article is cited in 1 scientific paper (total in 1 paper)
Convergence rate of the distributions of normalized maximum likelihood estimators for irregular parametric families
I. S. Borisova, D. V. Mironovb a Sobolev Institute of Mathematics, Siberian Branch of the Russian Academy of Sciences
b Novosibirsk State University, Mechanics and Mathematics Department
Abstract:
We study the convergence rate of the distributions of normalized maximum likelihood estimators defined by a parametric family of discontinuous multidimensional densities in the case of a vector parameter.
Keywords:
maximum likelihood estimator, likelihood ratio process, generalized Poisson process, asymptotic factorization of distributions.
Received: 26.11.2002
Citation:
I. S. Borisov, D. V. Mironov, “Convergence rate of the distributions of normalized maximum likelihood estimators for irregular parametric families”, Sibirsk. Mat. Zh., 44:3 (2003), 521–541; Siberian Math. J., 44:3 (2003), 411–427
Linking options:
https://www.mathnet.ru/eng/smj1195 https://www.mathnet.ru/eng/smj/v44/i3/p521
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