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math.ST2023
Asymptotics of Caliper Matching Estimators for Average Treatment Effects
Máté Kormos, Stéphanie van der Pas, Aad van der Vaart
Caliper matching is used to estimate causal effects of a binary treatment from observational data by comparing matched treated and control units. Units are matched when their prope…
math.ST2016★ 1 cited
Uncertainty quantification for the horseshoe
Stéphanie van der Pas, Botond Szabó, Aad van der Vaart
We investigate the credible sets and marginal credible intervals resulting from the horseshoe prior in the sparse multivariate normal means model. We do so in an adaptive setting w…