期刊論文
| 學年 | 102 |
|---|---|
| 學期 | 2 |
| 出版（發表）日期 | 2014-07-01 |
| 作品名稱 | Functional inference for interval-censored data in proportional odds model with covariate measurement error |
| 作品名稱（其他語言） | |
| 著者 | Wen, Chi-Chung; Chen, Yi-Hau |
| 單位 | 淡江大學數學學系 |
| 出版者 | Taipei: Academia Sinica * Institute of Statistical Science |
| 著錄名稱、卷期、頁數 | Statistica Sinica 24(3), pp.1301-1317 |
| 摘要 | It is common in regression analysis of failure time data, such as the AIDS Clinical Trail Group (ACTG) 175 clinical trial data, that the failure time (AIDS incidence time) is subject to interval-censoring and the covariate (baseline CD4 count) is subject to measurement error. To perform valid analysis in this setting, we propose a functional inference method under the semiparametric proportional odds model. The proposal utilizes the working independence strategy to handle general mixed case interval censorship, as well as the conditional score approach to handle mismeasured covariate without specifying the covariate distribution. The asymptotic theory, together with a stable computational procedure combining the Newton-Raphson and self-consistency algorithms, is established for the proposed estimation method. We illustrate the performance of the proposal via simulation studies and analysis of ACTG 175 data. |
| 關鍵字 | Conditional score;interval-censoring;measurement error;semiparametric;survival analysis |
| 語言 | en |
| ISSN | 1017-0405 |
| 期刊性質 | 國內 |
| 收錄於 | SCI |
| 產學合作 | |
| 通訊作者 | |
| 審稿制度 | 是 |
| 國別 | TWN |
| 公開徵稿 | |
| 出版型式 | ,紙本 |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/99699 ) |