期刊論文

標題 Analysis of Multivariate Interval Censoring by Diabetic Retinopathy Study
學年 102
學期 1
出版(發表)日期 2014/01/01
作品名稱 Analysis of Multivariate Interval Censoring by Diabetic Retinopathy Study
作品名稱(其他語言)
著者 M.-H. Chen; L.-C. Chen; K.-H. Lin; X. Tong
單位
出版者
著錄名稱、卷期、頁數 Communications in Statistics – Simulation and Computation 43(7), p.1825-1835
摘要 Multivariate failure time data are commonly encountered in biomedical research since each study subject may experience multiple events or because there exists clustering of subjects such that failure times within the same cluster are correlated. In this article, we use the frailty approach to catch the related survival variables and assume each event is a discrete analog as an interval of clinical examinations periodically. For estimation, an Expectation–Maximization (EM) algorithm is developed and is applied to the diabetic retinopathy study (DRS).
關鍵字 EM algorithm;Frailty models;Interval-censoring;Multivariate failure time data
語言 英文
ISSN 0361-0918/1532-4141
期刊性質 國外
收錄於 SCI;
產學合作
通訊作者
審稿制度
國別 美國
公開徵稿
出版型式 ,電子版,紙本