PSHREG: A SAS macro for proportional and nonproportional subdistribution hazards regression

PSHREG: A SAS macro for proportional and nonproportional subdistribution hazards regression

Highlights • The %pshreg SAS macro fits Fine-Gray models for competing risks. • The macro first modifies a given data set and then uses PROC PHREG for analysis. • Many useful features of PROC PHREG can now be applied to a Fine-Gray model. • Time-dependent effects can be accommodated by time-by-covar...

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Veröffentlicht in:Computer methods and programs in biomedicine 2015-02, Vol.118 (2), p.218-233
Hauptverfasser: Kohl, Maria, Plischke, Max, Leffondré, Karen, Heinze, Georg
Format: Artikel
Sprache:eng
Schlagworte:
Competing risks
Computer programs
Cumulative incidence
Deviation
Hazards
Humans
Internal Medicine
Likelihood Functions
Mathematical models
Models, Theoretical
Other
Proportional Hazards Models
Regression
Regression analysis
Risk
Risk Assessment
SAS
SAS software
Subdistribution hazard ratio
Survival
Survival analysis
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Beschreibung
Zusammenfassung:Highlights • The %pshreg SAS macro fits Fine-Gray models for competing risks. • The macro first modifies a given data set and then uses PROC PHREG for analysis. • Many useful features of PROC PHREG can now be applied to a Fine-Gray model. • Time-dependent effects can be accommodated by time-by-covariate interactions. • For small data sets, the Firth correction is available.
ISSN:0169-2607
1872-7565
DOI:10.1016/j.cmpb.2014.11.009