Examining Predictive Accuracy




Predictive Accuracy, Introduction, Part 1



Predictive Accuracy, Introduction, Part 2



Rank Correlation Measures for Binary Outcomes



The Area Under the Receiver Operating Characteristic Curve.



Two equivalent approaches to the AUROC



Some final remarks on the AUROC



Homework
Examine the predictive accuracy of your candidate main effects model on the lipid2018_b data set.

NOTE:
The submission for this homework should be a text document (word, rtf, plain text, etc.). It should in the form of a report and include the programs you used. In this report explain the methods used for examining predictive accuracy and what you found.



The slides used in the videos are found here