most citedEstimation and Inference in Boundary Discontinuity Designs: Location-Based Methods

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math.ST2026

Accuracy Limits of Causal Trees for Individualized Treatment Effects

Matias D. Cattaneo, Jason M. Klusowski, Ruiqi Rae Yu

Recursive decision trees are widely used to estimate heterogeneous causal treatment effects in experimental and observational studies. These methods are typically implemented using…

math.ST2025

Sharp Anti-Concentration Inequalities for Extremum Statistics via Copulas

Matias D. Cattaneo, Ricardo P. Masini, William G. Underwood

We derive sharp upper and lower bounds for the pointwise concentration function of the maximum statistic of identically distributed real-valued random variables. Our first main…