An examination of data confidentiality and disclosure issues related to publication of empirical ROC curves.

RATIONALE AND OBJECTIVES Grant funding institutions often require organizations to share their collected data as widely as possible while safeguarding the privacy of individuals. Summaries based on these data are often released. Here, the receiver operating characteristic (ROC) curve is explored for potential statistical disclosures in the presence of… CONTINUE READING