What are Some Limitations of ROC Curves in Toxicology?
Despite their utility, ROC curves have limitations. They do not account for the prevalence of toxic outcomes in the population, which can affect the interpretation of results. Additionally, ROC curves might not be suitable for comparing tests with skewed class distributions. Furthermore, they do not reflect the clinical consequences of false positives and false negatives, which are crucial in toxicology decision-making.
