Man pages for benkeser/intermed
| ci | Compute confidence intervals for drtmle and adaptive_iptw@ |
| ci.intermed | Confidence intervals for interventional mediation effects |
| estimate_G | estimateG |
| estimate_Qbar | estimate_Qbar |
| estimate_Q_M | estimate_Q_M |
| evaluate_direct_effect | Helper function to evaluate the direct effect |
| evaluate_eif_direct | Function to evaluate the canonical gradient of the direct... |
| evaluate_eif_indirect_M1 | Function to evaluate the canonical gradient of the indirect... |
| evaluate_eif_indirect_M2 | Function to evaluate the canonical gradient of the indirect... |
| evaluate_eif_total | Function to evaluate the canonical gradient of the total... |
| evaluate_total_effect | Helper function to evaluate the total effect |
| extract_joint | Helper function for extracting joint distributions at... |
| extract_marginal | Helper function for extracting marginal distributions at... |
| extract_Qbar_obs | Helper function for extracting Qbar at the observed values of... |
| format_long_hazards | Generate long format hazards data for conditional density... |
| get_Qbarbar | Helper function to marginalize outcome regression over... |
| intermed | AIPTW and TMLE estimates of interventional mediation effects |
| map_hazard_to_density | Map a predicted hazard to a predicted density for a single... |
| predict_density | Helper function to predict from a super learner fit on the... |
| print.intermed | Print the AIPTW results |
| reduce_merge | Helper to merge covariates in targeting |
| reorder_list | Helper function to reorder lists according to cvFolds |
| target_conditional_direct_effect | The naming convention is a bit different here, because we're... |
| target_conditional_total_effect | The naming convention is a bit different here, because we're... |
| target_Qbar | Target the outcome regression |
| target_Qbarbar | Target the iterated regressions |
| target_Qbarbar_M1_star_times_M2_star_a | Function for targeting Qbarbar_M1_star_times_M2_star_a |
| target_Qbarbar_M1_times_M2_a | Function for targeting Qbarbar_M1_times_M2_a |
| target_Qbarbar_M1_times_M2_star_a | Function for targeting Qbarbar_M1_times_M2_star_a |
