Dear Firas,

Regression on the subdistribution hazard can be performed by fitting a
weighted Cox model. See Geskus, Biometrics 67, p. 39-49, 2011. Hence, cph
(and coxph) can be used directly; there is no need to use the crr function
in cmprsk. The result from the weighted cph fit should allow you to obtain a
nomogram for the cause-specific cumulative incidence. 

with best regards,

Ronald Geskus
Academic Medical Center
Amsterdam

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