Bias in Balance Optimization Subset Selection: Exploration through examples
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DOI: 10.1080/01605682.2017.1421848
Abstract: Abstract When estimating a treatment effect from observational data, researchers encounter bias regardless of estimation methods. In this paper, we focus on a particular method of estimation called Balance Optimization Subset Selection (BOSS). This paper… read more here.
Keywords: optimization subset; balance; subset selection; balance optimization ... See more keywords