An exponential bound for Cox regression

descriptionPublicationkeyboard_double_arrow_right Article 01 Jul 2012 English Publisher:Elsevier BVJournal:Statistics & Probability Letters, volume 82, pages 1,267-1,272 (issn: 0167-7152,

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Authors: Goldberg, Y.; Kosorok, M. R.;

doi: 10.1016/j.spl.2012.03.023 , 10.17615/t1ec-4t41

pmid: 23565013

pmc: PMC3615465

An exponential bound for Cox regression

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Abstract

We present an asymptotic exponential bound for the deviation of the survival function estimator of the Cox model. We show that the bound holds even when the proportional hazards assumption does not hold.

Related Organizations

University of North Carolina at Chapel Hill
United States
University of Haifa
Israel

Keywords

Reliability and life testing, Linear regression; mixed models, Cox model, Point processes (e.g., Poisson, Cox, Hawkes processes), model misspecification, exponential bound

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