Journal of Jilin University Science Edition ›› 2019, Vol. 57 ›› Issue (2): 311-316.

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Regression Analysis for LengthBiased Data Based on Generalized CaseCohort Design Scheme#br#

XU Da1, ZHOU Yong2,3,4   

  1. 1. School of Statistics and Management, Shanghai University of Finance and Economics, Shanghai 200433, China;2. Institute of Statistics and Interdisciplinary Sciences, East  China Normal University, Shanghai 200241, China;3. School of Statistics, East  China Normal University, Shanghai 200241, China;4. Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China
  • Received:2018-07-16 Online:2019-03-26 Published:2019-03-26
  • Contact: XU Da E-mail:xuda369@foxmail.com

Abstract: Using the method of weighted estimation equation, under the generalized casecohort design scheme, we gave the estimation of regression coefficients in Cox’s model for lengthbiased data. Under appropriate conditions, we proved that the obtained estimators were consistent and asymptotic normality, and the asymptotic variance was explicit expression. It could be estimated by the plugin method in practical application.

Key words: lengthbiased data, generalized casecohort design, Cox proportional risk model, composite estimation equation

CLC Number: 

  • O212.1