James Stein Estimator for the Beta Regression Model with Application to Heat-Treating Test and Body Fat Datasets

James Stein Estimator for the Beta Regression Model with Application to Heat-Treating Test and Body Fat Datasets

The beta regression model (BRM) is used when the dependent variable may take continuous values and be bounded in the interval (0, 1), such as rates, proportions, percentages and fractions. Generally, the parameters of the BRM are estimated by the method of maximum likelihood estimation (MLE). Howeve...

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Bibliographic Details
Main Authors: Muhammad Amin, Hajra Ashraf, Hassan S. Bakouch, Najla Qarmalah
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Axioms
Subjects:
beta regression
Stein estimator
multicollinearity
numerical results
Liu estimator
simulation
Online Access:https://www.mdpi.com/2075-1680/12/6/526

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