Assigned Reading

• Read section on checking the accuracy of predictions in the required textbook on pages 112-116
• Sensitivity, specificity, and area under the curve PubMed►
• Racial bias PubMed►

Learning Material

1. Predicting outcomes Slides► Basic Ideas for Predicting► Walk through SQL►
2. Product of values of data in one column Slides► Video►
3. Constructing Receiver Operating Curves Slides► Video►
4. Calculate Area under the Receiver Operating Curve Slides with Code►

Assignment

Instruction for Submission of Assignments: Assignments should be submitted directly on Blackboard.  In rare situations assignments can be sent directly by email to the instructor. Submission should follow these rules:

1. Include a summary 1 sentence at start of your answers. The summary should state if your answer matches answers provided.
2. Submit your answers in a Jupyter Notebook Download► YouTube► Slides►
   • Nolan's guide on how to insert a plot in Jupyter YouTube►
3. Submit you Jupyter file in Blackboard.

Task 1: Test the differences between race-neutral and race-specific models of response to antidepressants.

Task 2: Write result section in your All of Us project, following instructions provided under All of Us project