• Media type: E-Article
  • Title: NONPARAMETRIC SURVIVAL ANALYSIS ON TIME-DEPENDENT COVARIATE EFFECTS IN CASE-COHORT SAMPLING DESIGN
  • Contributor: Zhang, Haimeng; Huang, Chunfeng
  • imprint: Institute of Statistical Science, Academia Sinica and International Chinese Statistical Association, 2006
  • Published in: Statistica Sinica
  • Language: English
  • ISSN: 1017-0405; 1996-8507
  • Keywords: General
  • Origination:
  • Footnote:
  • Description: <p>A nonparametric analysis of time-dependent covariate effects on failures determined by a regression function β0(t) in Cox's regression model based on case-cohort sampling design is developed. The analysis is carried out through maximizing appropriate penalized pseudolikelihoods. Weak uniform consistency and pointwise asymptotic normality of the resulting estimators are investigated under regularity conditions. Further generalization of the results is also discussed in the paper.</p>
  • Access State: Open Access