| Approximate estimations in capture–recapture model with heteroscedastic measurement errors | |
|---|---|
| 學年 | 102 |
| 學期 | 1 |
| 出版（發表）日期 | 2013-10-01 |
| 作品名稱 | Approximate estimations in capture–recapture model with heteroscedastic measurement errors |
| 作品名稱（其他語言） | |
| 著者 | Hwang, Wen-Han; Huang, Yih-Huei; Chen, Fei-Yin |
| 單位 | 淡江大學數學學系 |
| 出版者 | Abingdon: Taylor & Francis |
| 著錄名稱、卷期、頁數 | Journal of Statistical Computation and Simulation |
| 摘要 | In a capture–recapture experiment, the number of measurements for individual covariates usually equals the number of captures. This creates a heteroscedastic measurement error problem and the usual surrogate condition does not hold in the context of a measurement error model. This study adopts a small measurement error assumption to approximate the conventional estimating functions and the population size estimator. This study also investigates the biases of the resulting estimators. In addition, modifications for two common approximation methods, regression calibration and simulation extrapolation, to accommodate heteroscedastic measurement error are also discussed. These estimation methods are examined through simulations and illustrated by analysing a capture–recapture data set. |
| 關鍵字 | differential measurement error;population size;regression calibration;SIMEX;small measurement error |
| 語言 | en |
| ISSN | 0094-9655 |
| 期刊性質 | 國外 |
| 收錄於 | |
| 產學合作 | |
| 通訊作者 | Huang, Yih-Huei |
| 審稿制度 | 否 |
| 國別 | GBR |
| 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/987654321/97786 ) |
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