Using SAS 9.4
I have a 3 level response variable and continuous predictor variable (see data example below). What would be the best method to get the sensitivity, specificity, positive predictive value and negative predictive value and to create a ROC/AUC plot?
data have;
infile datalines delimiter=',';
input flex $ motor;
datalines;
Baseline,3
Baseline,4
Baseline,5
Baseline,6
Negative, 7
Negative, 8
Negative, 9
Negative, 10
Negative, 5
Negative, 4
Negative, 8
Negative, 9
Positive,10
Positive,7
Positive,3
Positive,5
Positive,6
Positive,8
Positive,10
Positive,4
Positive,3
;
I tried the code below; however, I get the the following note in the log
"NOTE: Since there are more than 2 response levels, the OUTROC= option has no effect."
ods graphics on;
proc logistic data=want outest=parms(keep=intercept motor);
model flex(event='Positive')= motor / outroc=roc1;
output out=out p=phat;
run;
ods graphics off;