The receiver operating characteristic (ROC) curve is a very useful tool for
analyzing the diagnostic/classification power of instruments/classification
schemes as long as a binary-scale gold standard is available. When the gold
standard is continuous and there is no confirmative threshold, ROC curve
becomes less useful. Hence, there are several extensions proposed for
evaluating the diagnostic potential of variables of interest.