教師資料查詢 | 類別: 期刊論文 | 教師: 黃逸輝 Huang Yih-huei (瀏覽個人網頁)

標題: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
語言英文
ISSN0094-9655
期刊性質國外
收錄於
產學合作
通訊作者Huang, Yih-Huei
審稿制度
國別英國
公開徵稿
出版型式,電子版,紙本
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