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Testing linear hypotheses in logistic regression...
Journal article

Testing linear hypotheses in logistic regression analysis with complex sample survey data based on phi-divergence measures

Abstract

In this paper a family of Wald-type test statistics for linear hypotheses in the logistic regression model with complex sample survey data is introduced and its properties are explored. The family of tests considered is based on the pseudo minimum phi-divergence estimator that contains, as a particular case, the pseudo maximum likelihood estimator. We obtain the asymptotic distribution and through a simulation study it is shown that some …

Authors

Castilla E; Martín N; Pardo L

Journal

Communication in Statistics- Theory and Methods, Vol. 50, No. 22, pp. 5228–5247

Publisher

Taylor & Francis

Publication Date

November 17, 2021

DOI

10.1080/03610926.2020.1746342

ISSN

0361-0926

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