Home  >>  Archives  >>  Volume 10 Number 3  >>  st0202

The Stata Journal
Volume 10 Number 3: pp. 408-422

Subscribe to the Stata Journal

Regression analysis of censored data using pseudo-observations

Erik T. Parner
University of Aarhus
Aarhus, Denmark
Per K. Andersen
University of Copenhagen
Copenhagen, Denmark
Abstract.  We draw upon a series of articles in which a method based on pseudovalues is proposed for direct regression modeling of the survival function, the restricted mean, and the cumulative incidence function in competing risks with right-censored data. The models, once the pseudovalues have been computed, can be fit using standard generalized estimating equation software. Here we present Stata procedures for computing these pseudo-observations. An example from a bone marrow transplantation study is used to illustrate the method.
Terms of use     View this article (PDF)

View all articles by these authors: Erik T. Parner, Per K. Andersen

View all articles with these keywords: stpsurv, stpci, stpmean, pseudovalues, time-to-event, survival analysis

Download citation: BibTeX  RIS

Download citation and abstract: BibTeX  RIS