Bayes linear kinematics in a dynamic survival model

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• 关键词：Bayes linear kinematics ; Bayes linear Bayes graphical model ; Dynamic model ; Piecewise constant hazard ; Survival analysis ; Time-dependent covariate effects
• 刊名：International Journal of Approximate Reasoning
• 出版年：2017
• 出版时间：January 2017
• 年：2017
• 卷：80
• 期：Complete
• 页码：239-256
• 全文大小：684 K
• 卷排序：80

文摘

We demonstrate the use Bayes linear kinematics in a more complicated problem. We use a realistically complicated case study in semi-parametric survival analysis. The previously-observed problem of non-commutativity is overcome. Attention is given to the specification of prior beliefs and its effects.