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Estimating the parameter of the exponentiated half-logistic distribution under generalized type II hybrid censoring schemeEstimating the parameter of the exponentiated half-logistic distribution under generalized type II hybrid censoring scheme
- Other Titles
- Estimating the parameter of the exponentiated half-logistic distribution under generalized type II hybrid censoring scheme
- Authors
- 이경준
- Issue Date
- Sep-2023
- Publisher
- 한국데이터정보과학회
- Keywords
- Bayesian estimation; exponentiated half-logistic distribution; gamma and quasi prior distributions; generalized type II hybrid censoring; half-logistic distribution; maximum likelihood estimation; squared error and Linex loss functions
- Citation
- 한국데이터정보과학회지, v.34, no.5, pp.855 - 863
- Journal Title
- 한국데이터정보과학회지
- Volume
- 34
- Number
- 5
- Start Page
- 855
- End Page
- 863
- ISSN
- 1598-9402
- Abstract
- In this paper, we consider the parameter for the exponentiated half logistic distribution (ExHfLg) when data are generalized type II hybrid censored (GenTy2HC) samples. The parameter for the ExHfLg is estimated by the Bayesian method. We consider conjugate priors (gamman and quasi prior) and corresponding posterior distributions are obtained. We also obtain the maximum likelihood estimator (MLE) of the parameter under the GenTy2HC samples. We compare the proposed estimators in the terms of the mean square error and bias. Finally, a real data set has been analysed for illustrative purpose.
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Related Researcher
- Lee, Kyeongjun
- College of Engineering (Department of Mathematics and Big Data Science)