117 citations · 191 across the 25 of their papers we have counts for
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math.ST2023
Inadmissibility and Transience
Kosaku Takanashi, Kenichiro McAlinn
We discuss the relation between the statistical question of inadmissibility and the probabilistic question of transience. Brown (1971) proved the mathematical link between the admi…
econ.EM2023
Asymptotically Unbiased Synthetic Control Methods by Moment Matching
Masahiro Kato, Akari Ohda
Synthetic Control Methods (SCMs) have become a fundamental tool for comparative case studies. The core idea behind SCMs is to estimate treatment effects by predicting counterfactua…
stat.ME2023★ 3 cited
Bayesian Causal Synthesis for Meta-Inference on Heterogeneous Treatment Effects
Shonosuke Sugasawa, Kosaku Takanashi, Kenichiro McAlinn +1
The estimation of heterogeneous treatment effects in the potential outcome setting is biased when there exists model misspecification or unobserved confounding. As these biases are…