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Novel Closed‐Form Point Estimators for a Weighted Exponential Family Derived From Likelihood Equations.

Authors :
Vila, Roberto
Nakano, Eduardo
Saulo, Helton
Source :
Stat. Sep2024, Vol. 13 Issue 3, p1-10. 10p.
Publication Year :
2024

Abstract

In this paper, we propose and investigate closed‐form point estimators for a weighted exponential family. We also develop a bias‐reduced version of these proposed closed‐form estimators through bootstrap methods. Estimators are assessed using a Monte Carlo simulation, revealing favourable results for the proposed bootstrap bias‐reduced estimators. We illustrate the proposed methodology with the use of two real data sets. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20491573
Volume :
13
Issue :
3
Database :
Academic Search Index
Journal :
Stat
Publication Type :
Academic Journal
Accession number :
179688029
Full Text :
https://doi.org/10.1002/sta4.723