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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국통계학회 CSAM(Communications for Statistical Applications and Methods) CSAM(Communications for Statistical Applications and Methods) 제26권 제4호
- 발행연도
- 2019.7
- 수록면
- 385 - 410 (26page)
이용수
초록· 키워드
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This paper proposes a new class of distribution using the concept of exponentiated of distribution function that provides a more flexible model to the baseline model. It also proposes a new lifetime distribution with different types of hazard rates such as decreasing;increasing and bathtub. After studying some basic statistical properties and parameter estimation procedure in case of complete sample observation;we have studied point and interval estimation procedures in presence of type-II censored samples under a classical as well as Bayesian paradigm. In the Bayesian paradigm;we considered a Gibbs sampler under Metropolis-Hasting for estimation under two different loss functions. After simulation studies;three different real datasets having various nature are considered for showing the suitability of the proposed model.
목차
Abstract
1. Introduction
2. Nature of distribution and hazard rate
3. Statistical properties of the proposed distribution
4. Estimation of the parameters in presence of complete sample
5. Point estimation of the parameters in presence of type-II censoring
6. Interval estimation of parameter in presence of type-II censoring
7. Simulation studies
8. Real data analysis
9. Conclusion
References
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