Hybrid censoring schemes with exponential failure distribution |
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Authors: | Rameshwar D. Gupta Debasis Kundu |
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Affiliation: | 1. Department of Math., Stat. Comp. Sc. , The University of New Brunswick , Saint John, NB, E2L 4L5, Canada;2. Department of Mathematics , The Indian Institute of Technology Kanpur , Kanpur, 208016, India |
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Abstract: | The mixture of Type I and Type I1 censoring schemes, called the hybrid censoring, is quite important in life–testing experiments. Epstein(1954, 1960) introduced this testing scheme and proposed a two–sided confidence interval to estimate the mean lifetime, θ, when the underlying lifetime distribution is assumed to be exponential. There are some two–sided confidence intervals and credible intervals proposed by Fairbanks et al. (1982) and Draper and Guttman (1987) respectively. In this paper we obtain the exact two–sided confidence interval of θ following the approach of Chen and Bhattacharya (1988). We also obtain the asymptotic confidence intervals in the Hybrid censoring case. It is important to observe that the results for Type I and Type II censoring schemes can be obtained as particular cases of the Hybrid censoring scheme. We analyze one data set and compare different methods by Monte Carlo simulations. |
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Keywords: | Exponential distribution hybrid censoring two–sided confidence interval |
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