What Makes Forest-Based Heterogeneous Treatment Effect Estimators Work?

21 June 2022

Papers citing "What Makes Forest-Based Heterogeneous Treatment Effect Estimators Work?"

5 / 5 papers shown

Title
Practical Guide for Causal Pathways and Sub-group Disparity Analysis Farnaz Kohankhaki Shaina Raza Oluwanifemi Bamgbose D. Pandya Elham Dolatabadi CML 37 0 0 02 Jul 2024
Fairness Implications of Heterogeneous Treatment Effect Estimation with Machine Learning Methods in Policy-making Patrick Rehill Nicholas Biddle SyDa CML 20 1 0 02 Sep 2023
Comparison of Methods that Combine Multiple Randomized Trials to Estimate Heterogeneous Treatment Effects Carly L Brantner T. Nguyen Tengjie Tang Congwen Zhao H. Hong E. Stuart 12 3 0 28 Mar 2023
Heterogeneous Treatment Effect Estimation for Observational Data using Model-based Forests Susanne Dandl Andreas Bender Torsten Hothorn CML 12 5 0 06 Oct 2022
Random Forest Missing Data Algorithms Fei Tang H. Ishwaran 48 515 0 19 Jan 2017