| 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 | en |
| 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 | 是 |
| 國別 | USA |
| 公開徵稿 | |
| 出版型式 | ,電子版,紙本 |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/113019 ) |
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