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JOURNALS // Informatika i Ee Primeneniya [Informatics and its Applications] // Archive

Inform. Primen., 2008 Volume 2, Issue 2, Pages 67–75 (Mi ia100)

This article is cited in 1 paper

Stochastic expansions of unbiased estimators for the case of one-parameter exponential family

V. V. Chichagov

Perm State University

Abstract: Asymptotic and stochastic expansions are obtained for all unbiased estimators which can be constructed from a repeated sample of independent identically distributed random variables having one and the same distribution from a one-parameter exponential family. A comparison is conducted of expansions of unbiased estimators with those of maximum likelihood estimators. A stochastic expansion is obtained for an unbiased estimator of the variance of an unbiased estimator.

Keywords: unbiased estimator; exponential family; stochastic expansion; unbiased estimator of variance.



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