All functions

LF_ipsi

Likelihood Factor for Incremental Propensity Score Interventions

Param_medshift

Parameter for the Population Intervention (In)direct Effects

confint(<medshift>)

Confidence Intervals for Stochastic Mediation Parameters

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 mediators

fit_g_mech()

Fit propensity score with incremental stochastic shift intervention

fit_m_mech()

Fit outcome regression

fit_phi_mech()

Fit intervention-specific exponential tilt nuisance parameter

medshift()

Nonparametric estimation of the population intervention (in)direct effects

pide()

One-step or TML estimation of the population intervention direct effect

print(<medshift>)

Print Method for Class medshift

summary(<medshift>)

Summary for Stochastic Mediation Parameter Objects

test_de()

Hypothesis test of direct effect with mediated stochastic interventions using the multiplier bootstrap

tmle3_Spec_medshift

TML Estimator for the Counterfactual Mean of a Joint Stochastic Intervention Defining the Population Intervention (In)direct Effects

tmle_medshift()

TML Estimator for the Counterfactual Mean of a Joint Stochastic Intervention Defining the Population Intervention (In)direct Effects