Man pages for nhejazi/medshift
Causal mediation analysis for stochastic interventions
| bound_precision | Bounding Numerical Precision |
| bound_propensity | Bounding Propensity Scores |
| compute_Dzw | Construct joint Z-W component of efficient influence function |
| compute_ipw | Get inverse probability weighted (IPW) estimate from nuisance... |
| confint.medshift | Confidence Intervals for Stochastic Mediation Parameters |
| cv_eif | Cross-validated Evaluation of Efficient Influence Function... |
| est_ipw | Inverse probability weighted (IPW) estimator |
| est_onestep | Efficient One-Step Estimator |
| est_substitution | Substitution estimator |
| fit_e_mech | Fit propensity score regression while conditioning on... |
| fit_g_mech | Fit propensity score with incremental stochastic shift... |
| fit_m_mech | Fit outcome regression |
| fit_phi_mech | Fit intervention-specific exponential tilt nuisance parameter |
| LF_ipsi | Likelihood Factor for Incremental Propensity Score... |
| make_e_task | Make task for derived likelihood factor e(A,W) |
| make_phi_task | Make task for derived likelihood factor phi(W) |
| medshift | Nonparametric estimation of the population intervention... |
| Param_medshift | Parameter for the Population Intervention (In)direct Effects |
| pide | One-step or TML estimation of the population intervention... |
| print.medshift | Print Method for Class medshift |
| stochastic_mediation_likelihood | Stochastic Mediation Likelihood Factors |
| stochastic_mediation_npsem | Stochastic Mediation NPSEM |
| summary.medshift | Summary for Stochastic Mediation Parameter Objects |
| test_de | Hypothesis test of direct effect with mediated stochastic... |
| tmle3_Spec_medshift | TML Estimator for the Counterfactual Mean of a Joint... |
| tmle_medshift | TML Estimator for the Counterfactual Mean of a Joint... |
