Goodness of fit methods for the proportional hazards regression model: a review

Rev Epidemiol Sante Publique. 1984;32(3-4):185-98.

Abstract

The proportional hazards regression model is now used extensively in survival time studies. Although the model (hazard function, lambda (t;x) = lambda 0 (t)e beta' x) can be considered to be partially distribution-free, the following assumptions regarding the distribution of survival time are made: 1. Hazard functions for any two individuals are proportional. Thus (Formula: see text) is independent of t. 2. Independent variables affect the log hazard in an additive way (Formula: see text) This paper reviews methods available for assessing these assumptions in particular cases.

MeSH terms

  • Models, Theoretical*
  • Regression Analysis*
  • Statistics as Topic*