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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국자료분석학회 Journal of The Korean Data Analysis Society Journal of The Korean Data Analysis Society 제18권 제1호
- 발행연도
- 2016.1
- 수록면
- 19 - 29 (11page)
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초록· 키워드
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Based on type-I hybrid censoring, we consider estimation of the exponentiated Weibull (EW) distribution under step-stress partially accelerated life tests (SSPALT) well-known test to obtain information on the lifetime distribution in the life test. A type-I hybrid censoring scheme is a mixture of type-I and type-II censoring schemes. In this paper, we introduce a model in SSPALT and determine likelihood functions in type-I hybrid censoring. Maximum likelihood estimates of the model parameters and an acceleration factor are obtained by Newton Raphson method. Also, we obtain Bayes estimates. The model parameters and an acceleration factor are estimated using Lindley's approximation under a squared error loss (SEL) function. Furthermore, we obtain simulation results of the estimators.
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참고문헌 (14)
참고문헌 신청
Abdel-Ghaly, A. A. / 1997 / The Bayesian estimation of Weibull parameters in step partially accelerated life tests with censored data / Proceedings of the 32th Annual Conference of Statistics, Computer Sciences and Operation Research :45~59
Balakrishnan, N. / 2013 / Hybrid censoring: models, inferential results and applications / Computational Statistics & Data Analysis 57(1):166~209
Balakrishnan, N. / 2007 / Exact inference for a simple step-stress model with type-I hybrid censored data from the exponential distribution / Journal of Statistical Planning and Inference 137(11):3268~3290
Chandrasekar, D. / 2004 / Exact likelihood inference for the exponential distribution under generalized type-I and type-II hybrid censoring / Naval Research Logistics 51(7):994~1004
정윤식 / 2013 / Bayesian Inference of Three-parameter Exponentiated Weibull Distribution Based on Progressive Type-II Censoring / Journal of The Korean Data Analysis Society 15(2):585~591
Balakrishnan, N. / 2013 / Hybrid censoring: models, inferential results and applications / Computational Statistics & Data Analysis 57(1):166~209
Balakrishnan, N. / 2007 / Exact inference for a simple step-stress model with type-I hybrid censored data from the exponential distribution / Journal of Statistical Planning and Inference 137(11):3268~3290
Chandrasekar, D. / 2004 / Exact likelihood inference for the exponential distribution under generalized type-I and type-II hybrid censoring / Naval Research Logistics 51(7):994~1004
정윤식 / 2013 / Bayesian Inference of Three-parameter Exponentiated Weibull Distribution Based on Progressive Type-II Censoring / Journal of The Korean Data Analysis Society 15(2):585~591
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