Harvard Biostatistics Multiple Lecture Courses

** Source:**
Tolles J, Meurer WJ. Logistic RegressionRelating Patient Characteristics to Outcomes. JAMA. 2016;316(5):533–534. doi:10.1001/jama.2016.7653

** How to access:**
This is accessible via Harvard library

** Contents:**
Pretty simple with some good takeaways – probably a launching point for discussion of modeling building procedures.

** Example(s) used in this:**
No specific examples

**Prior math/stat knowledge to fully understand materials:**
None

** Source:**
Meurer WJ, Tolles J. Logistic Regression DiagnosticsUnderstanding How Well a Model Predicts Outcomes. JAMA. 2017;317(10):1068–1069. doi:10.1001/jama.2016.20441

** How to access:**
This is accessible via Harvard library

** Contents:**
This paper discusses how to evaluate the logistic regression model in terms of the prediction outcome.
ROC curve and the area under the ROC curve is introduced.

** Example(s) used in this:**
No specific examples

**Prior math/stat knowledge to fully understand materials:**
None