How to show a p-value in SAS when calculating differences in time dependent AUC using proc phreg

Falken — Mon, 10 Jun 2019 12:08:02 GMT

Hi

I have some difficulties in calculating differences in time dependent AUC using Proc Phreg (SAS 14.3). I have only been able to calculate the estimates and the confidence intervals and not the p-values using this equation:

proc phreg data=survival_ph plots(overlay=individual)=roc(tick)
rocoptions(method=ipcw(cl iter=50 seed=20918) at=12 auc aucdiff);
model ITTtime*ITTdeath(0)=diabetic age Albumin0 nPNA0 GFR0
/roclabel='Full Model';
roc "diabetic age Albumin0 nPNA0" diabetic age Albumin0 nPNA0;
roc "diabetic age Albumin0" diabetic age Albumin0;
roc "diabetic Albumin0 nPNA0" diabetic Albumin0 nPNA0;
roc "diabetic Albumin0 nPNA0 GFR0" diabetic Albumin0 nPNA0 GFR0;
run;

I sincerely hope that someone can help med finding a way to show the p-values.

Thank you in advance

Best regards
Alexander

Re: How to show a p-value in SAS when calculating differences in time dependent AUC using proc phreg

Rick_SAS — Tue, 11 Jun 2019 12:26:29 GMT

p-values are for a statistical test. What test are you trying to perform?

If you want to compare the submodels listed on the ROC statements, then look at the example in the PHREG doc for using the CONCORDANCE= option. The syntax is PROC PHREG CONCORDANCE=UNO(DIFF), which tests the pairwise differences between the specified submodels.

topic Re: How to show a p-value in SAS when calculating differences in time dependent AUC using proc phreg in Statistical Procedures

How to show a p-value in SAS when calculating differences in time dependent AUC using proc phreg

Re: How to show a p-value in SAS when calculating differences in time dependent AUC using proc phreg