Regression analysis of censored data using pseudo-observations: An update

Morten Overgaard (), Per K. Andersen () and Erik T. Parner ()
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Morten Overgaard: Aarhus University
Per K. Andersen: University of Copenhagen
Erik T. Parner: Aarhus University

Stata Journal, 2015, vol. 15, issue 3, 809-821

Abstract: We present updated versions of the stpsurv, stpci, and stpmean commands, which were introduced in Parner and Andersen (2010, Stata Journal 10: 408–422), along with a new command, stplost. The commands generate pseudo-observations of the survival function, the cumulative incidence function under competing risks, the restricted mean survival-time function, and the causespecific lost-lifetime function. The pseudo-observations can be used to assess the effects of covariates on their respective functions at different times by fitting generalized linear models to the pseudo-observations. The updated commands feature new options, an increase in computational speed, and the ability to handle survival data with delayed entry. Copyright 2015 by StataCorp LP.

Keywords: stpsurv; stpci; stpmean; stplost; pseudovalues; time to event; survival analysis (search for similar items in EconPapers)
Date: 2015
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