Man pages for txshift
Efficient Estimation of the Causal Effects of Stochastic Interventions

bound_precisionBound Precision
bound_propensityBound Generalized Propensity Score
confint.txshiftConfidence Intervals for Counterfactual Mean Under Stochastic...
eifCompute the Shift Parameter Estimate and the Efficient...
est_gEstimate the Generalized Propensity Score (Treatment...
est_HnEstimate Auxiliary Covariate from Efficient Influence...
est_ipcwEstimate Inverse Probability of Censoring Weights
est_QEstimate the Outcome Regression
fit_fluctuationFit One-Dimensional Fluctuation Model for Updating Initial...
ipcw_eif_updateIterative IPCW Update Procedure of Efficient Influence...
msm_vimshiftWorking marginal structural model for causal effects of an...
onestep_txshiftCompute One-Step Estimate of Counterfactual Mean Under...
plot.txshift_msmPlot working MSM for causal effects of an intervention grid
print.txshiftPrint Method for Counterfactual Means
print.txshift_msmPrint Method for Marginal Structural Models
scale_to_originalTransform values from the unit interval back to their...
scale_to_unitTransform values by scaling to the unit interval
shift_additiveSimple Additive Modified Treatment Policy
summary.txshiftSummary for Counterfactual Mean Under Stochastic Intervention
tmle_txshiftCompute Targeted Minimum Loss Estimate of Counterfactual Mean...
txshiftEstimate Counterfactual Mean Under Stochastic Shift in...
txshift documentation built on Oct. 23, 2020, 8:27 p.m.