most citedLongBet: Heterogeneous Treatment Effect Estimation in Panel Data

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stat.ME2024

Modified BART for Learning Heterogeneous Effects in Regression Discontinuity Designs

Rafael Alcantara, Meijia Wang, P. Richard Hahn +1

This paper introduces BART-RDD, a sum-of-trees regression model built around a novel regression tree prior, which incorporates the special covariate structure of regression discont…

stat.ME2024★ 1 cited

LongBet: Heterogeneous Treatment Effect Estimation in Panel Data

Meijia Wang, Ignacio Martinez, P. Richard Hahn

This paper introduces a novel approach for estimating heterogeneous treatment effects of binary treatment in panel data, particularly focusing on short panel data with large cross-…