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Estimation and testing procedures for the reliability functions of a general class of distributions.

Authors :
Chaturvedi, Ajit
Kumari, Taruna
Source :
Communications in Statistics: Theory & Methods. 2017, Vol. 46 Issue 22, p11370-11382. 13p.
Publication Year :
2017

Abstract

We consider here the general class of distributions proposed by Sankaran and Gupta (2005) by zeroing in on two measures of reliability, R(t) = P(X > t) and P = P(X > Y). Thereafter, we develop point estimation for R(t) and ā€˜Pā€™ and develop uniformly minimum variance unbiased estimators (UMVUES). Then we derive testing procedures for the hypotheses related to different parametric functions. Finally, we compare the results using the Monte Carlo simulation method. Using real data set, we illustrate the procedure clearly. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610926
Volume :
46
Issue :
22
Database :
Academic Search Index
Journal :
Communications in Statistics: Theory & Methods
Publication Type :
Academic Journal
Accession number :
125567895
Full Text :
https://doi.org/10.1080/03610926.2016.1267765