Average Treatment Effects with Measurement Error and Variable Selection for Confounders

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Documentation for package ‘AteMeVs’ version 0.1.0

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AteMeVs-package Estimation of average treatment effects with measurement error and variable selection for confounders
DG Generation of artificial data
EST_ATE Estimation of the average treatment effect with the measurement error effects corrected and informative confounders accommodated
SIMEX_EST Simulation and extrapolation (SIMEX) for the treatment model
VSE_PS Variable selection for confounders