Man pages for cwolock/survML
Tools for Flexible Survival Analysis Using Machine Learning
| crossfit_oracle_preds | Generate cross-fitted oracle prediction function estimates |
| crossfit_surv_preds | Generate cross-fitted conditional survival predictions |
| currstatCIR | Estimate a survival function under current status sampling |
| DR_pseudo_outcome_regression | Generate oracle prediction function estimates using... |
| generate_folds | Generate cross-fitting and sample-splitting folds |
| predict.stackG | Obtain predicted conditional survival and cumulative hazard... |
| predict.stackL | Obtain predicted conditional survival function from a local... |
| stackG | Estimate a conditional survival function using global... |
| stackL | Estimate a conditional survival function via local survival... |
| survML-package | survML: Tools for Flexible Survival Analysis Using Machine... |
| vim | Estimate AUC VIM |
| vim_accuracy | Estimate classification accuracy VIM |
| vim_AUC | Estimate AUC VIM |
| vim_brier | Estimate Brier score VIM |
| vim_cindex | Estimate concordance index VIM |
| vim_rsquared | Estimate R-squared (proportion of explained variance) VIM... |
| vim_survival_time_mse | Estimate restricted predicted survival time MSE VIM |
