华东师范大学学报（自然科学版）
華東師範大學學報（自然科學版）
화동사범대학학보（자연과학판）
JOURNAL OF EAST CHINA NORMAL UNIVERSITY(NATURAL SCIENCE)
2010年
5期
38-48
,共11页
退化数据%随机效应%EM算法
退化數據%隨機效應%EM算法
퇴화수거%수궤효응%EM산법
degradation data%random effect%EM algorithm
提出了用EM算法对产品可靠性进行分析.在退化模型中,当随机效应服从指数族分布时,推导了参数估计的一般公式并且通过模拟评价了随机效应分布选取的敏感性.最后分析了两个实际例子.
提齣瞭用EM算法對產品可靠性進行分析.在退化模型中,噹隨機效應服從指數族分佈時,推導瞭參數估計的一般公式併且通過模擬評價瞭隨機效應分佈選取的敏感性.最後分析瞭兩箇實際例子.
제출료용EM산법대산품가고성진행분석.재퇴화모형중,당수궤효응복종지수족분포시,추도료삼수고계적일반공식병차통과모의평개료수궤효응분포선취적민감성.최후분석료량개실제례자.
Statistical inference procedures were proposed in assessing product reliability based on EM algorithm. The general formulae to estimate parameters were derived in the degradation model when its random effects follow an exponential family, and sensitivity of the choice of the distributions of the random effects was assessed via simulation. Two real data sets were analyzed.
