Man pages for benkeser/cvtmleAUC
Cross-validated TML estimates of cross-validated area under the receiver operating characteristic curve
| cvauc_cvtmle | Compute CVTML estimates of cross-validated AUC |
| cvtn_cvtmle | Compute CVTML estimates of cross-validated AUC |
| dot-Dy | Compute a portion of the efficient influence function |
| dot-estimatingFn | An estimating function for cvAUC |
| dot-estimatingFnNestedCV | An estimating function for cvAUC with cv initial estimates |
| dot-getAUC | Compute the AUC given the cdf and pdf of psi |
| dot-getPredictions | Worker function for fitting prediction functions (possibly in... |
| dot-getPsiDistribution | Compute the conditional (given Y = y) estimated distribution... |
| dot-getPsiDistributionNestedCV | Compute the conditional (given Y = y) CV-estimated... |
| dot-makeLongData | Worker function to make long form data set needed for CVTMLE... |
| dot-makeLongDataNestedCV | Worker function to make long form data set needed for CVTMLE... |
| fluc_mod_optim_0 | Alternative fluctuation routine |
| fluc_mod_optim_1 | Alternative fluctuation routine |
| F_nBn_star | Compute the (CV)TMLE cumulative dist at psi_x |
| glmnet_wrapper | Wrapper for fitting lasso |
| glm_wrapper | Wrapper for fitting a main terms GLM |
| leave_pair_out_auc | Function to do leave pair out AUC computation |
| polymars_wrapper | Wrapper for fitting polymars |
| print.cvauc | Print results of cvauc_cvtmle |
| randomforest_wrapper | Wrapper for fitting a main terms random forest |
| ranger_wrapper | Wrapper for fitting a main terms random forest |
| stepglm_wrapper | Wrapper for fitting a main terms GLM |
| superlearner_wrapper | Wrapper for fitting a main terms random forest |
| svm_wrapper | Wrapper for fitting svm |
| xgboost_wrapper | Wrapper for fitting xgboost |
