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Novel Closed‐Form Point Estimators for a Weighted Exponential Family Derived From Likelihood Equations.
- 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]
- Subjects :
- *MONTE Carlo method
*MAXIMUM likelihood statistics
*SIMULATION software
*EQUATIONS
Subjects
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