adult | adult |
bank | bank |
boot_auc | Compute the bootstrap-corrected estimator of AUC. |
boot_scrnp | Compute the bootstrap-corrected estimator of SCRNP. |
cardio | Cardiotocography |
ci.cvAUC_withIC | ci.cvAUC_withIC |
cv_auc | Estimates of CVAUC |
cv_scrnp | Estimates of CV SCNP |
dot-Dy | Compute one of the terms of the efficient influence function |
dot-estim_fn | An estimating function for cvAUC |
dot-estim_fn_nested_cv | An estimating function for cvAUC with initial estimates... |
dot-get_auc | Compute the AUC given the cdf and pdf of psi |
dot-get_cv_estim | Helper function to turn prediction_list into CV estimate of... |
dot-get_density | Function to estimate density needed to evaluate standard... |
dot-get_nested_cv_quantile | Helper function to get quantile for a single training fold... |
dot-get_one_fold | Helper function to get results for a single cross-validation... |
dot-get_predictions | Worker function for fitting prediction functions (possibly in... |
dot-get_psi_distribution | Compute the conditional (given Y = y) estimated distribution... |
dot-get_psi_distribution_nested_cv | Compute the conditional (given Y = y) CV-estimated... |
dot-get_quantile | Helper function to get quantile for a single training fold... |
dot-make_long_data | Worker function to make long form data set needed for CVTMLE... |
dot-make_long_data_nested_cv | Worker function to make long form data set needed for CVTMLE... |
dot-make_targeting_data | Helper function for making data set in proper format for... |
dot-process_input | Unexported function from cvAUC package |
drugs | drugs |
fluc_mod_optim_0 | Helper function for CVTMLE grid search |
fluc_mod_optim_1 | Helper function for CVTMLE grid search |
F_nBn_star | Compute the targeted conditional cumulative distribution of... |
F_nBn_star_nested_cv | Compute the targeted conditional cumulative distribution of... |
glmnet_wrapper | Wrapper for fitting a lasso using package 'glmnet'. |
glm_wrapper | Wrapper for fitting a logistic regression using 'glm'. |
lpo_auc | Compute the leave-pair-out cross-validation estimator of AUC. |
one_boot_auc | Internal function used to perform one bootstrap sample. The... |
one_boot_scrnp | Internal function used to perform one bootstrap sample. The... |
print.cvauc | Print results of cv_auc |
print.scrnp | Print results of cv_scrnp |
randomforest_wrapper | Wrapper for fitting a random forest using randomForest. |
ranger_wrapper | Wrapper for fitting a random forest using ranger. |
stepglm_wrapper | Wrapper for fitting a forward stepwise logistic regression... |
superlearner_wrapper | Wrapper for fitting a super learner based on 'SuperLearner'. |
wine | wine |
xgboost_wrapper | Wrapper for fitting eXtreme gradient boosting via 'xgboost' |
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