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Classical estimation of hazard rate and mean residual life functions of Pareto distribution.

Authors :
Viswakala, K. V.
Abdul Sathar, E. I.
Source :
Communications in Statistics: Theory & Methods. 2019, Vol. 48 Issue 17, p4367-4379. 13p.
Publication Year :
2019

Abstract

In this paper we find the maximum likelihood estimates (MLEs) of hazard rate and mean residual life functions (MRLF) of Pareto distribution, their asymptotic non degenerate distribution, exact distribution and moments. We also discuss the uniformly minimum variance unbiased estimate (UMVUE) of hazard rate function and MRLF. Finally, two numerical examples with simulated data and real data set, are presented to illustrate the proposed estimates. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610926
Volume :
48
Issue :
17
Database :
Academic Search Index
Journal :
Communications in Statistics: Theory & Methods
Publication Type :
Academic Journal
Accession number :
137380344
Full Text :
https://doi.org/10.1080/03610926.2018.1494289