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Reliability estimation in generalized inverted exponential distribution with progressively type II censored sample
Authors:Hare Krishna  Kapil Kumar
Institution:1. Department of Statistics , Chaudhary Charan Singh University , Meerut , India hkrishnastats@yahoo.com;3. Department of Statistics , Chaudhary Charan Singh University , Meerut , India
Abstract:In this paper, a generalization of inverted exponential distribution is considered as a lifetime model A.M. Abouammoh and A.M. Alshingiti, Reliability estimation of generalized inverted exponential distribution, J. Statist. Comput. Simul. 79(11) (2009), pp. 1301–1315]. Its reliability characteristics and important distributional properties are discussed. Maximum likelihood estimation of the two parameters involved along with reliability and failure rate functions are derived. The method of least square estimation of parameters is also studied here. In view of cost and time constraints, type II progressively right censored sampling scheme has been used. For illustration of the performance of the estimates, a Monte Carlo simulation study is carried out. Finally, a real data example is given to show the practical applications of the paper.
Keywords:generalized inverted exponential distribution  failure rate  reliability function  median time to system failure  progressive censoring  maximum likelihood estimation  least square estimation
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