A generalized Liu-type estimator for logistic partial linear regression model with multicollinearity

A generalized Liu-type estimator for logistic partial linear regression model with multicollinearity

This paper is concerned with proposing a generalized Liu-type estimator (GLTE) to address the multicollinearity problem of explanatory variable of the linear part in the logistic partially linear regression model. Using the profile likelihood method, we propose the GLTE as a general class of Liu-typ...

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Bibliographic Details
Main Authors: Dayang Dai, Dabuxilatu Wang
Format: Article
Language:English
Published: AIMS Press 2023-03-01
Series:AIMS Mathematics
Subjects:
liu estimator
logistic partial linear model
multicollinearity
profile likelihood
ridge estimator
Online Access:https://www.aimspress.com/article/doi/10.3934/math.2023600?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/math.2023600?viewType=HTML

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