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 |