On Derivation of The Semi-Parametric Weighted Likelihood Estimator, SPW, and the Weighted Conditional Pseudo Likelihood Estimator, WCPE
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Date
2021
Journal Title
Journal ISSN
Volume Title
Publisher
Far East Journal of Theoretical Statistics
Abstract
The aim of our study is to devise systems of weighted regression estimating equations for estimating the coefficients of weighted likelihood regression estimators. We constructed the system of weighted regression estimating equations, using different modified and unmodified weights. The study has come up with two new estimators, the semi-parametric weighted likelihood estimator, SPW and the weighted conditional pseudo-likelihood estimator, WCPE.
Description
Journal Article
Keywords
weighted regression estimating equations, weighted likelihood estimators.
Citation
Kamun, S. J., Simwa, R. O., & Sewe, S. ( 2021). On Derivation of The Semi-Parametric Weighted Likelihood Estimator, SPW, and the Weighted Conditional Pseudo Likelihood Estimator, WCPE. Far East Journal of Theoretical Statistics