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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Bibliographic Details
Main Authors: Nagarajah Varathan, Pushpakanthie Wijekoon
Format: Artigo
Language:Inglês
Published: Faculty of Science, University of Peradeniya, Sri Lanka 2018-03-01
Series:Ceylon Journal of Science
Subjects:
logistic regression, multicollinearity, stochastic linear restrictions, liu-type estimator, stochastic restricted liu-type logistic estimator
Online Access:https://cjs.sljol.info/articles/7483
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