Sage Journals: Discover world-class research

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Research article

First published 2023-7

Debiased Machine Learning for Estimating the Causal Effect of Urban Traffic on Pedestrian Crossing Behavior

Kimia Kamal, Bilal Farooq

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2024-2

A Within-Group Approach to Ensemble Machine Learning Methods for Causal Inference in Multilevel Studies

Youmi Suk

Journal of Educational and Behavioral Statistics

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Research article

First published 2026

A hierarchical approach to the causality of shipyard accidents with integrated machine learning methods

Fatih Yilmaz, Mural Cal

WORK: A Journal of Prevention,Assessment & Rehabilitation

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Research article

First published 2024-3

ddml: Double/debiased machine learning in Stata

Achim Ahrens, Christian B. Hansen, Mark E. Schaffer [...]

The Stata Journal: Promoting communications on statistics and Stata

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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 2023-9

Assessing the Factors Related to a Start-Up’s Valuation Using Prediction and Causal Discovery

Mariia Garkavenko, Tatiana Beliaeva, Eric Gaussier [...]

Entrepreneurship Theory and Practice

Open access

Research article

First published 2023-4

Using Double Machine Learning to Understand Nonresponse in the Recruitment of a Mixed-Mode Online Panel

Barbara Felderer, Jannis Kueck, Martin Spindler

Social Science Computer Review

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Research article

First published 2018-2

Rebar: Reinforcing a Matching Estimator With Predictions From High-Dimensional Covariates

Adam C. Sales, Ben B. Hansen, Brian Rowan

Journal of Educational and Behavioral Statistics

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Research article

First published 2025-11

Methodological Frontiers in Intergenerational Mobility Research

Yoosoon Chang, Steven N. Durlauf, Fabian T. Pfeffer [...]

Sociological Methods & Research

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Research article

First published 2022

Attendance,Completion,and Heterogeneous Returns to College: A Causal Mediation Approach

Xiang Zhou

Sociological Methods & Research

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