A data scientist uses PROC HPLOGISTIC and requests the ROC curve output. Which ODS output object contains the ROC curve data points (sensitivity and 1-specificity pairs)?
Select an answer to reveal the explanation.
Short Explanation and Infographic
Here's the deal — a is correct because ODS OUTPUT with the ROCCurve= destination captures the ROC curve data table produced by PROC HPLOGISTIC when ROC statistics are requested. This table contains the sensitivity and 1-specificity pairs at each predicted probability threshold.
Full explanation below image
Full Explanation
A is correct because ODS OUTPUT with the ROCCurve= destination captures the ROC curve data table produced by PROC HPLOGISTIC when ROC statistics are requested. This table contains the sensitivity and 1-specificity pairs at each predicted probability threshold. B (OUTROC=) is valid syntax in PROC LOGISTIC but not PROC HPLOGISTIC. C (Association) captures association statistics like the c-statistic but not the full ROC curve point pairs. D is wrong because PROC HPLOGISTIC does produce ROC curve information.