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