Regression analysis of mean quality-adjusted survival time based on pseudo-observations

Stat Med. 2009 Mar 30;28(7):1054-66. doi: 10.1002/sim.3529.

Abstract

Regression models for the mean quality-adjusted survival time are specified from hazard functions of transitions between two states and the mean quality-adjusted survival time may be a complex function of covariates. We discuss a regression model for the mean quality-adjusted survival (QAS) time based on pseudo-observations, which has the advantage of directly modeling the effect of covariates in the QAS time. Both Monte Carlo simulations and a real data set are studied.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adolescent
  • Adult
  • Humans
  • Models, Statistical
  • Observation
  • Quality-Adjusted Life Years*
  • Regression Analysis*
  • Survival Analysis*
  • Young Adult