Package index • IPCWJK

Central Information and Functions

IPCWJK IPCWJK-package: IPCWJK: Jackknife Approach to Estimate the Prediction Uncertainty from Binary Classifiers under Right-Censoring

ipcw_weights(): Use a Kaplan-Meier estimator to estimate IPCW weights

deltamethod_from_model(): Predict the standard error from a fitted model using the delta method

deltamethod_pred_function(): Predict the standard error from a prediction formula using the delta method

IPCW Models

Binary classifiers for survival prediction using inverse probability of censoring weights (IPCW).

ipcwmodel() predict(<ipcwmodel>): IPCW Model Class

ipcw_logistic_regression(): IPCW Logistic Regression

ipcw_xgboost() ipcw_xgboost_default_grid(): IPCW XGBoost Binary Classifier