Estimation of under Progressive Type-II Censored Data from Weibull Distribution
The study deals with the classical and Bayesian estimation of the stress-strength reliability of the form under progressive Type-II censoring scheme, when , , and are independent Weibull distributed random variables. In classical setup, we obtain maximum likelihood and uniformly minimum variance unb...
Gespeichert in:
Veröffentlicht in: | Lobachevskii journal of mathematics 2021, Vol.42 (2), p.318-335 |
---|---|
Hauptverfasser: | , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
Zusammenfassung: | The study deals with the classical and Bayesian estimation of the stress-strength reliability of the form
under progressive Type-II censoring scheme, when
,
, and
are independent Weibull distributed random variables. In classical setup, we obtain maximum likelihood and uniformly minimum variance unbiased estimator of
. Further, assuming independent gamma priors for the unknown parameters, Bayes estimate of
under squared error loss function is derived. The biases and mean square errors are used to compare the performances of the proposed estimators. One real data analysis is performed for illustrative purposes. |
---|---|
ISSN: | 1995-0802 1818-9962 |
DOI: | 10.1134/S1995080221020086 |