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

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Regression analysis of censored data using pseudo-observations

Erik T. Parner
University of Aarhus
Aarhus, Denmark
[email protected]
Per K. Andersen
University of Copenhagen
Copenhagen, Denmark
[email protected]
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.
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