期刊論文
| 學年 | 99 |
|---|---|
| 學期 | 2 |
| 出版（發表）日期 | 2011-02-24 |
| 作品名稱 | Cox regression for current status data with mismeasured covariates |
| 作品名稱（其他語言） | |
| 著者 | Wen, Chi-chung |
| 單位 | 淡江大學數學學系 |
| 出版者 | Hoboken: Wiley-Blackwell Publishing, Inc. |
| 著錄名稱、卷期、頁數 | The Canadian Journal of Statistics 39(1), p.73-88 |
| 摘要 | Covariate measurement error problems have been extensively studied in the context of right-censored data but less so for current status data. Motivated by the zebrafish basal cell carcinoma (BCC) study, where the occurrence time of BCC was only known to lie before or after a sacrifice time and where the covariate (Sonic hedgehog expression) was measured with error, the authors describe a semiparametric maximum likelihood method for analyzing current status data with mismeasured covariates under the proportional hazards model. They show that the estimator of the regression coefficient is asymptotically normal and efficient and that the profile likelihood ratio test is asymptotically Chi-squared. They also provide an easily implemented algorithm for computing the estimators. They evaluate their method through simulation studies, and illustrate it with a real data example. |
| 關鍵字 | Current status data;interval censoring;proportional hazards model;measurement error;Primary 62N02;secondary 62G20 |
| 語言 | en |
| ISSN | 1708-945X |
| 期刊性質 | 國外 |
| 收錄於 | SCI |
| 產學合作 | |
| 通訊作者 | Wen, Chi-Chung |
| 審稿制度 | 否 |
| 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/987654321/58706 ) |