Stochastic Tree Ensembles for Estimating Heterogeneous Effects

15 September 2022

Papers citing "Stochastic Tree Ensembles for Estimating Heterogeneous Effects"

5 / 5 papers shown

Title
Forests for Differences: Robust Causal Inference Beyond Parametric DiD Hugo Gobato Souto Francisco Louzada Neto 11 0 0 14 May 2025
Bayesian Causal Forests for Longitudinal Data: Assessing the Impact of Part-Time Work on Growth in High School Mathematics Achievement Nathan McJames Ann O'Shea Andrew C. Parnell 33 0 0 16 Jul 2024
Deep Learning for Causal Inference: A Comparison of Architectures for Heterogeneous Treatment Effect Estimation Demetrios Papakostas Andrew Herren P. R. Hahn Francisco Castillo CML BDL 24 0 0 06 May 2024
Feature selection in stratification estimators of causal effects: lessons from potential outcomes, causal diagrams, and structural equations P. R. Hahn Andrew Herren CML 21 3 0 23 Sep 2022
Local Gaussian process extrapolation for BART models with applications to causal inference Meijia Wang Jingyu He P. R. Hahn 18 11 0 23 Apr 2022