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Stein-type estimation in logistic regression models based on minimum phi-divergence estimators

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Menéndez Calleja, María Luisa and Pardo Llorente, Leandro and Pardo Llorente, María del Carmen (2009) Stein-type estimation in logistic regression models based on minimum phi-divergence estimators. Journal of the Korean Statistical Society, 38 (1). pp. 73-86. ISSN 1226-3192

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Official URL: http://www.sciencedirect.com/science/article/pii/S1226319208000872


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Abstract

In this paper we present a study of Stein-type estimators for the unknown parameters in logistic regression models when it is suspected that the parameters may be restricted to a subspace of the parameter space. The Stein-type estimators studied are based on the minimum phi-divergence estimator instead on the maximum likelihood estimator as well as on phi-divergence test statistics.


Item Type:Article
Uncontrolled Keywords:Logistic regression model; Phi-divergence test statistics; Minimum phi-divergence estimator; General linear hypotheses; Stein-type estimation; Statistics.
Subjects:Sciences > Mathematics > Applied statistics
ID Code:17392
Deposited On:12 Dec 2012 09:26
Last Modified:26 Jul 2018 07:29

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