Towards a general asymptotic theory for Cox model with staggered entry
Yannis Bilias, Minggao Gu, Zhiliang Ying
The Annals of Statistics · 1997 · Volume 25 · Issue 2
Abstract
A general asymptotic theory is established for the two-parameter Cox score process with staggered entry data. It extends in several directions the existing theory developed by Sellke and Siegmund, Slud and Gu and Lai. An essential tool employed here is a modern empirical process theory, as elucidated in a recent monograph by Pollard.
Keywords
62E20, 62G20, 62J05, Empirical processes, functional central limit theorem, manageability, partial likelihood score, proportional hazards regression, pseudodimension, Random fields, staggered entry
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