期刊文献+

混合寿命模型下的贝叶斯密度估计

Bayesian Predictive Density Estimate on Mixtures of Lifetime Models
下载PDF
导出
摘要 基于一类异族分布的混合寿命模型,给出了在一/二组样本下的Ⅰ/Ⅱ型截尾试验下的贝叶斯密度估计方法;给出了实例;并提出了一些问题和解决方法. This paper proposes a finite mixture model of heterogeneous population. Bayesian estimates of type Ⅰ/Ⅱ censored test with one/two-sample are made for the model; examples of type Ⅰ censored two-sample prediction are given; questions for further investigated are proposed.
出处 《华东师范大学学报(自然科学版)》 CAS CSCD 北大核心 2005年第4期12-17,共6页 Journal of East China Normal University(Natural Science)
关键词 先验/后验密度函数 Ⅰ/Ⅱ型截尾 一/二组样本预测 区间估计 异族 寿命分布 heterogeneous population prior/posterior density function type Ⅰ/Ⅱ censored one/two-sample prediction interval estimate lifetime distribution
  • 相关文献

参考文献6

  • 1Mendenhall W, Hader R J. Estimation of parameters of mixed exponentially distributed failure time distributions from censored life test data [J]. Biometrika, 1958, 45: 504-520.
  • 2AL-Hussaini E K. Bayesian prediction under a mixture of two exponential components model based on type I censoring [J]. J Appl Statist Sci , 1999, 8: 173-185.
  • 3AL-Hussaini E K, Nigm A M, Jaheen Z F. Bayesian prediction based on finite mixtures of Lomax components model and type I censoring [J]. Statistics, 2001, 35 (3): 259-286.
  • 4AL-Hussaini E K. On Bayes prediction of future median [J]. Commun Statist Theory Methods, 2001, 30(7):1395-1410.
  • 5AL-Hussaini E K. Bayesian predictive density of order statistics based on finite mixture models[J]. J Statist Plann Inference, 2003, 113(1): 15-24.
  • 6Bernardo, Smith A F M . Bayesian Theory[M]. New York: Wiley, 1994.

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部