Journal of Korean Society of Industrial and Systems Engineering (산업경영시스템학회지)

Society of Korea Industrial and System Engineering (한국산업경영시스템학회)
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Bayesian Analysis for Nonhomogeneous Poisson Process Software Reliability

비동질적 포아송과정을 사용한 소프트웨어 베이지안 신뢰성 분석에 관한 연구

  • 김희철 (동국대학교 통계학과) ;
  • 이동철 (제주관광대학 관광정보처리과)
  • Published : 1999.02.01
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Abstract

Bayesian approach using nonhomogeneous Poisson process is considered for modelling software reliability problem. The usefulness of the iterative sampling-based method increases greatly as the dimension of a problem increases. Maximum likelihood estimator and Gibbs estimator are derived. Model selection based on a predictive likelihood is studied. A numerical example is given.

Keywords