Dynamic Functional Classification and Clustering

来源 :数学统计在医学成像及大数据应用的集成方法研讨会(MSMIA2016) | 被引量 : 0次 | 上传用户：kloi00

【摘要】

：

　　We propose a dynamic functional clustering algorithm where each group of curves are modeled by a functional mixed effects model,and the posterior probabilit

【作者】

：

Wensheng Guo

【机构】

：

DepartmentofBiostatisticsandEpidemiology,UniversityofPenn-sylvania,USA

【出处】

：

数学统计在医学成像及大数据应用的集成方法研讨会(MSMIA2016)

【发表日期】

：

2016年12期

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　　We propose a dynamic functional clustering algorithm where each group of curves are modeled by a functional mixed effects model,and the posterior probability is used to iteratively classify each subject into different subgroups.The functional mixed effects model allows exible designs and nested structures.

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Dynamic Functional Classification and Clustering

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