Transporting experimental results with entropy balancing.
Sign Up to like & getrecommendations! Published in 2021 at "Statistics in medicine"
DOI: 10.1002/sim.9031
Abstract: We show how entropy balancing can be used for transporting experimental treatment effects from a trial population onto a target population. This method is doubly robust in the sense that if either the outcome model… read more here.
Keywords: treatment; entropy balancing; transporting experimental; population ... See more keywords
Examination of Entropy balancing technique for estimating some standard measures of treatment effects: A simulation study
Sign Up to like & getrecommendations! Published in 2019 at "Electronic Journal of Applied Statistical Analysis"
DOI: 10.1285/i20705948v12n2p491
Abstract: In observational studies, propensity score weighting methods are regarded as the conventional standard for estimating the effects of treatments on outcomes. We introduce entropy balancing, which despite its excellent conceptual properties, has been under-utilized in… read more here.
Keywords: examination entropy; treatment; entropy balancing; balancing technique ... See more keywords