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Research article

First published 2023-1

Estimating and evaluating treatment effect heterogeneity: A causal forests approach

Li Zheng, Weiwen Yin

Research & Politics

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Research article

First published 2020-4

Variable Selection for Causal Effect Estimation: Nonparametric Conditional Independence Testing With Random Forests

Bryan Keller

Journal of Educational and Behavioral Statistics

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Research article

First published 2011-2

Strengthening Causal Inference through Qualitative Analysis of Regression Residuals: Explaining Forest Governance in the Indian Himalaya

Arun Agrawal, Ashwini Chhatre

Environment and Planning A: Economy and Space

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Research article

First published 2017-10

Making rigorous causal claims in a real-life context: Has research contributed to sustainable forest management?

Thomas Delahais, Jacques Toulemonde

Evaluation

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Research article

First published 2022-9

From undirected dependence to directed causality: A novel Bayesian learning approach

Limin Wang, Hangqi Fan, He Kong

Intelligent Data Analysis: An International Journal

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Research article

First published 2021-8

Uncovering Sociological Effect Heterogeneity Using Tree-Based Machine Learning

Jennie E. Brand, Jiahui Xu, Bernard Koch [...]

Sociological Methodology

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Research article

First published 2023-11

Assessing the Impact of Ferry Transit on Urban Crime

Bryan Weber, Paolo Cappellari

Urban Affairs Review

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Research article

First published 2026-2

Perceived distance to greenery affects psychological restoration

Haoran Ma, Yan Zhang, Qinyu Cui [...]

Environment and Planning B: Urban Analytics and City Science

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Research article

First published 2022-10

A Machine-Learning Approach for Estimating Subgroup- and Individual-Level Treatment Effects: An Illustration Using the 65 Trial

Zia Sadique, Richard Grieve, Karla Diaz-Ordaz [...]

Medical Decision Making

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Research article

First published 2025-6

Quantile control method: Causal inference with one treated unit via random forest

Guanpeng Yan, Qiang Chen, Zhijie Xiao

The Stata Journal: Promoting communications on statistics and Stata

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