All functions

LF_exptilt_ipsi

Exponential Tilt Likelihood Factor for Incremental Propensity Scores

Param_medshift

Parameter for mediation effect under stochastic interventions

confint(<medshift>)

Confidence Intervals for Stochastic Mediation Parameters

est_ipw()

Inverse probability re/IP-weighted estimator

est_onestep()

Estimating equation one-step (efficient) 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 decomposition term for causal mediation analysis with stochastic interventions

print(<medshift>)

Print Method for Class medshift

summary(<medshift>)

Summary for Stochastic Mediation Parameter Objects

tmle3_Spec_medshift

Defines a TML Estimator for Outcome under Joint Stochastic Intervention on Treatment and Mediator

tmle_medshift()

Outcome under Joint Stochastic Intervention on Treatment and Mediator