Liu-Type logistic estimator under Stochastic Linear Restrictions

To conquer the multicollinearity problem in logistic regression, many alternative estimators have been proposed in the literature when some linear restrictions on the parameter space are available in addition to the sample model. In this paper, we propose a new two parameter Liu-type estimator calle...

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Main Authors: Nagarajah Varathan, Pushpakanthie Wijekoon
Formato: Artigo
Idioma:Inglês
Publicado: Faculty of Science, University of Peradeniya, Sri Lanka 2018-03-01
Series:Ceylon Journal of Science
Assuntos:
logistic regression, multicollinearity, stochastic linear restrictions, liu-type estimator, stochastic restricted liu-type logistic estimator
Acceso en liña:https://cjs.sljol.info/articles/7483
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