Additive Risk Model, Aalen's

Author:

Putter Hein,McKeague Ian

Abstract

Abstract The additive risk model, also known as additive hazards model, was introduced by Odd Aalen as an alternative for Cox's proportional hazards model. The effect of covariates on the hazard is assumed to be additive rather than multiplicative. The model is extremely flexible and naturally allows time‐dependent effects of the covariates. It is especially useful for exploratory analysis or when the proportional hazards assumption is in doubt. This contribution discusses the model itself, as well as estimation, either by ordinary least squares or maximum likelihood, diagnostics, and related models.

Publisher

Wiley

Reference21 articles.

1. Aalen O.O.(1980)A model for nonparametric regression analysis of counting processes.Lecture Notes Statist. 2 1–25. Springer‐Verlag New York. (Aalen originally proposed his model at a conference in Poland; this paper appeared in the conference proceedings.)

2. Regression models and life tables (with discussion);Cox D.R.;J. Roy. Statist. Soc. B,1972

3. Least squares regression with censored data

4. Weighted Least Squares Estimation for Aalen's Additive Risk Model

5. Asymptotic theory for weighted least squares estimators in Aalen’s additive risk model

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