教師資料查詢 | 類別: 期刊論文 | 教師: 陳麗菁 Li Ching Chen (瀏覽個人網頁)

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
ISSN0361-0918/1532-4141
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
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