Estimating treatment effects with machine learning.
Journal:
Health services research
Published Date:
Oct 10, 2019
Abstract
OBJECTIVE: To demonstrate the performance of methodologies that include machine learning (ML) algorithms to estimate average treatment effects under the assumption of exogeneity (selection on observables).