Regression analysis of censored data using pseudo-observations
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.
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
|
