Recalibration Methods for Improved Clinical Utility of Risk Scores
Calibration Curve Plot
Calibration Weights
Constrained Logistic Recalibration
Repeated Cross Validation for Weight Tuning Parameter Selection
Cross-validation for Selecting Weight Tuning Parameter
Net Benefit
RAW grid for Cross Validation
Plot of Potential sNB Under Recalibration
Standard Logistic Recalibration
Weighted Logistic Recalibration
Recalibrate risk scores (predicting binary outcomes) to improve clinical utility of risk score using weighted logistic or constrained logistic recalibration methods. Additionally, produces plots to assess the potential for recalibration to improve the clinical utility of a risk model. Methods are described in detail in Mishra, A. (2019) "Methods for Risk Markers that Incorporate Clinical Utility" <http://hdl.handle.net/1773/44068>.