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臺灣博碩士論文加值系統

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研究生:呂瑞晨
研究生(外文):LU JUI-CHEN
論文名稱:雙截資料下迴歸分析 : 擬值法
論文名稱(外文):Regression analysis of doubly truncated data using a pseudo-value approach
指導教授:沈葆聖沈葆聖引用關係
指導教授(外文):SHEN PAO-SHENG
口試委員:林正祥戴政
口試委員(外文):LIN CHENG-HSIANGTAI JEN
口試日期:2019-06-12
學位類別:碩士
校院名稱:東海大學
系所名稱:統計學系
學門:數學及統計學門
學類:統計學類
論文種類:學術論文
論文出版年:2019
畢業學年度:107
語文別:英文
論文頁數:24
外文關鍵詞:Double truncationJackknifePseudo valueGEE
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  • 下載下載:14
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Doubly truncated data are found in astronomy, econometrics and survival analysis literature. They arise when an individual is potentially observed only if its failure time lies within a certain interval, unique to that individual. In this paper, we consider the pseudo-value approach to estimate regression coefficients for doubly truncated data. The pseudo-values generated from the nonparametric maximum likelihood estimates (NPMLE) of the survival function are used as response variables in a generalized estimating equation (GEE) to obtain estimates of the model parameters. The performance of the proposed estimators is investigated through a simulation study.
1 Introduction
2 The Proposed Estimator
3 Simulation Studies
4 Analysis of AIDS Data
5 Discussions
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