Author/Editor | Klein, John P; Gerster, Mette; Andersen, Per Kragh; Tarima, Sergey; Pohar-Perme, Maja | |
Title | SAS and R functions to compute pseudo-values for censored data regression | |
Type | članek | |
Source | Comput Methods Programs Biomed | |
Vol. and No. | Letnik 89, št. 3 | |
Publication year | 2008 | |
Volume | str. 289-300 | |
Language | eng | |
Abstract | Recently, in a series of papers, a method based on pseudo-values has been proposed for direct regression modeling of the survival function, the restricted mean and cumulative incidence function with right censored data. The models, once the pseudo-values have been computed, can be fit using standard generalized estimating equation software. Here we present SAS macros and R functions to compute these pseudo-values. We illustrate the use of these routines and show how to obtain regression estimates for a study of bone marrow transplant patients. | |
Descriptors | SURVIVAL ANALYSIS REGRESSION ANALYSIS MODELS, STATISTICAL |