Prediction Model Tools
Calculates the absolute surface between the empirical and expected ROC...
Calculates the first two moments of the bivariate distribution of NB_m...
Title Create calibration plot based on observed and predicted outcomes...
EVPI (Expected Value of Perfect Information) for validation Takes a ve...
Takes in a mROC object and calculates the area under the curve
Calculates mROC from the vector of predicted risks Takes in a vector o...
Main eROC analysis that plots ROC and eROC
Statistical inference for comparing empirical and expected ROCs. If CI...
Calculates the expected value of the maximum of two random variables w...
Title Update a prediction model for a binary outcome by multiplying a ...
Title Estimate mean and variance of prediction based on model calibrat...
Provides additional functions for evaluating predictive models, including plotting calibration curves and model-based Receiver Operating Characteristic (mROC) based on Sadatsafavi et al (2021) <arXiv:2003.00316>.