Bayesian estimation in the generalized half logistic distribution under progressively type-II censoring
- Bayesian estimation in the generalized half logistic distribution under progressively type-II censoring
- 김용구; 강석복; 서정인[서정인]
- Bayesian estimation; generalized half logistic distribution; progressively Type-II censoring; reliability
- Issue Date
- 한국데이터정보과학회지, v.22, no.5, pp.977 - 987
- The half logistic distribution has been used intensively in reliability and survival analysis especially when the data is censored. In this paper, we provide Bayesian estimation of the shape parameter and reliability function in the generalized half logistic distribution based on progressively Type-II censored data under various loss functions.
We here consider conjugate prior and noninformative prior and corresponding posterior distributions are obtained. As an illustration, we examine the validity of our estimation using real data and simulated data.
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