Format

Send to:

Choose Destination
See comment in PubMed Commons below
Stat Med. 1997 Jan 15-Feb 15;16(1-3):215-24.

The role of frailty models and accelerated failure time models in describing heterogeneity due to omitted covariates.

Author information

  • 1Department of Biostatistics, University of Copenhagen, Denmark.

Abstract

In survival analysis, deviations from proportional hazards may sometimes be explained by unaccounted random heterogeneity, or frailty. This paper recalls the literature on omitted covariates in survival analysis and shows in a case study how unstably frailty models might behave when asked to account for unobserved heterogeneity in standard survival analysis with no replications per heterogeneity unit. Accelerated failure time modelling seems to avoid these difficulties and also to yield easily interpretable results. We propose that it would be advantageous to upgrade the accelerated failure time approach alongside the hazard modelling approach to survival analysis.

PMID:
9004393
[PubMed - indexed for MEDLINE]
PubMed Commons home

PubMed Commons

0 comments
How to join PubMed Commons

    Supplemental Content

    Full text links

    Icon for John Wiley & Sons, Inc.
    Loading ...
    Write to the Help Desk