Risk Analysis and ROC Curves — Applied Microbiology

This coursework focuses on applying statistical tools to enhance decision-making in diagnostic microbiology through risk analysis and ROC curves. Topics include theoretical foundations, hypotheses asserting model efficacy, conditions for accurate data representation, and experimental case studies utilizing clinical PCR datasets. Statistical tests like bootstrap and Mann–Whitney U validate findings, while limitations such as data standards and ethical constraints are outlined. Recommendations...