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Martingale-based residuals for survival models

THERNEAU, T. M., GRAMBSCH, P. M., FLEMING, T. R.·1990·Biometrika

Abstract

Graphical methods based on the analysis of residuals are considered for the setting of the highly-used Cox (1972) regression model and for the Andersen-Gill (1982) generalization of that model. We start with a class of martingale-based residuals as proposed by Barlow & Prentice (1988). These residuals and/or their transforms are useful for investigating the functional form of a covariate, the proportional hazards assumption, the leverage of each subject upon the estimates of β, and the lack of model fit to a given subject.

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Metadata

Authors
THERNEAU, T. M., GRAMBSCH, P. M., & FLEMING, T. R.
Venue
Biometrika
Published
1990-03-01
Volume
77
Issue
1
Pages
147-160
ISSN
  • 0006-3444 (ISSN-L)
  • 1464-3510
OpenAlex
W2063384143
Cited by
1,099
References
3
FWCI
9.79
Type
journal article
Language
en
Open access
closed

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CoChat. (2026). Citation check: Martingale-based residuals for survival models. https://app.cochat.ai/papers/10.1093/biomet/77.1.147
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THERNEAU, T. M., GRAMBSCH, P. M., & FLEMING, T. R. (1990). Martingale-based residuals for survival models. Biometrika. https://doi.org/10.1093/biomet/77.1.147

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