All functions

confint(<txshift>)

Confidence Intervals for Shifted Treatment Parameters

est_Hn()

Estimate Auxiliary Covariate from Efficient Influence Function

est_Q()

Estimate the Outcome Regression

est_g()

Estimate the Treatment Mechanism (Propensity Score)

est_ipcw()

Estimate Inverse Probability of Censoring Weights

fit_fluctuation()

Fit Logistic Regression to Traverse the Fluctuation Submodel

msm_vimshift()

Marginal structural model for the causal effects of a grid of interventions

onestep_txshift()

Compute One-Step Estimate of Counterfactual Mean Under Stochastically Shifted Treatment

print(<txshift>)

Print Method for txshift Objects

summary(<txshift>)

Summary for Shifted Treatment Parameter Objects

tmle_txshift()

Compute Targeted Minimum Loss-Based Estimate of Counterfactual Mean Under Stochastically Shifted Treatment

txshift()

Estimate Counterfactual Mean Under Stochastically Shifted Treatment