淡江大學機構典藏:Item 987654321/99705
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    題名: Analysis of Current Status Data with Missing Covariates
    作者: Wen, Chi-Chung
    貢獻者: 淡江大學數學學系
    日期: 2011-06-24
    上傳時間: 2014-12-11 09:31:21 (UTC+8)
    摘要: Statistical inference based on right-censored data for the proportional hazards (PH) model with missing covariates has received considerable attention, but interval-censored or current status data with missing covariates has not yet been investigated. Our study is partly motivated by the analysis of fracture data from the 2005 National Health Interview Survey Original Database in Taiwan, where the occurrence of fractures was interval censored and the covariate osteoporosis was not reported for all residents. A semiparametric maximum likelihood method and an inverse probability weighted estimation procedure are proposed to analyze current status data with missing covariates. Simulation and real data analysis are included.
    DOI: 10.1111/j.1541-0420.2010.01505.x
    顯示於類別:[數學學系暨研究所] 會議論文

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