Developing a Liu‐type estimator in beta regression model

The beta regression model is a commonly used when the response variable has the form of fractions or percentages. The maximum likelihood (ML) estimator is used to estimate the regression coefficients of this model. However, it is known that multicollinearity problem affects badly the variance of ML...

Full description

Bibliographic Details

Published in:	Concurrency and computation Vol. 34; no. 5
Main Authors:	Algamal, Zakariya Yahya, Abonazel, Mohamed R.
Format:	Journal Article
Language:	English
Published:	Hoboken, USA John Wiley & Sons, Inc 28-02-2022 Wiley Subscription Services, Inc
Subjects:	beta regression model biased estimation Liu‐type estimator Maximum likelihood estimators multicollinearity Regression coefficients Regression models Spanish football league
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!