12 citations · 28 across the 11 of their papers we have counts for
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econ.EM2023
Bandwidth Selection for Treatment Choice with Binary Outcomes
Takuya Ishihara
This study considers the treatment choice problem when outcome variables are binary. We focus on statistical treatment rules that plug in fitted values based on nonparametric kerne…
econ.EM2022
Shrinkage Methods for Treatment Choice
Takuya Ishihara, Daisuke Kurisu
This study examines the problem of determining whether to treat individuals based on observed covariates. The most common decision rule is the conditional empirical success (CES) r…
econ.EM2021★ 5 cited
Evidence Aggregation for Treatment Choice
Takuya Ishihara, Toru Kitagawa
Consider a planner who has limited knowledge of the policy's causal impact on a certain local population of interest due to a lack of data, but does have access to the publicized i…