DirectEffects

Estimating Controlled Direct Effects for Explaining Causal Findings

CRAN Package

A set of functions to estimate the controlled direct effect of treatment fixing a potential mediator to a specific value. Implements the sequential g-estimation estimator described in Vansteelandt (2009) and Acharya, Blackwell, and Sen (2016) and the telescope matching estimator described in Blackwell and Strezhnev (2020) .


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  • Depends1 package
  • Imports7 packages
  • Suggests12 packages