Learning control variables and instruments for causal analysis in observational data

Nicolas Apfel, Julia Hatamyar, Martin Huber +1

This study introduces a data-driven, machine learning-based method to detect suitable control variables and instruments for assessing the causal effect of a treatment on an outcome…