Only output the ROC curve in SAS

Question

I am looking to create a pdf with 4 nice graphs for different analysis. My question is, how do I output only the ROC curve for my logistic regression?

I use the following code

            TITLE2 JUSTIFY=CENTER "Rank ordering characteristic curve (ROC)"; 
            ODS GRAPHICS ON;
                PROC LOGISTIC 
                    DATA = input
                    plots(only)=(roc(id=obs))
            ;
            MODEL y
                (Event = '1')=  x   
                    /
                SELECTION=NONE
                LINK=LOGIT;
            RUN;
            QUIT;
            ODS GRAPHICS OFF;

and a dummy dataset can be imagined using this

DATA HAVE;
    DO I = 1 TO 100;
        Y = RAND('integer',0,1);
        x = ranuni(i);
        output;
    end;
run;

Thanks

EDIT: just to be explicit, I'm looking to output just a plot of the ROC curve and nothing else, i.e. the tables containing the somers' D etc.

Agree with Reeza's answer below. But if you want to make a more customized ROC curve, sometimes it's worth outputting the sensitivity/specificity values and making your own plot via SGPLOT or GTL. — Quentin

Reeza Reeza · Accepted Answer · 2018-12-10T16:32:06

ODS SELECT ROCCURVE;

ODS SELECT allows you to control the output and include only the tables/output you want. You can wrap your code in ODS TRACE ON, ODS TRACE OFF to find out what the table name, or check the documentation.

Only output the ROC curve in SAS

1 Answers