Novel closed-form point estimators for a weighted exponential family derived from likelihood equations

Autor:	Vila, Roberto, Nakano, Eduardo, Saulo, Helton
Rok vydání:	2024
Předmět:	Statistics - Methodology
Druh dokumentu:	Working Paper
Popis:	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 favorable results for the proposed bootstrap bias-reduced estimators. Comment: 16 pages, 5 figures. arXiv admin note: text overlap with arXiv:2405.14509
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/2405.16192 Zobrazit plný text záznamu View this record from Arxiv