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Moment-type estimators for a weighted exponential...
Journal article

Moment-type estimators for a weighted exponential family

Abstract

In this article, we propose and study closed-form moment-type estimators for a weighted exponential family. We also develop a bias-reduced version of these proposed closed-form estimators using bootstrap techniques. The estimators are evaluated using Monte Carlo simulation. This shows favorable results for the proposed bootstrap bias-reduced estimators. We illustrate the proposed methodology using two real-world datasets.

Authors

Vila R; Saulo H

Journal

Communication in Statistics- Theory and Methods, Vol. 55, No. 1, pp. 237–252

Publisher

Taylor & Francis

Publication Date

January 2, 2026

DOI

10.1080/03610926.2025.2492840

ISSN

0361-0926

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