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Articles (314)

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1-10 of 314 results for heterogeneous causal effect

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Select article: Estimating and evaluating treatment effect heterogeneity: A causal forests approach

Open access

Research article

First published 2023-1

Estimating and evaluating treatment effect heterogeneity: A causal forests approach

Li Zheng, Weiwen Yin

Research & Politics

Select article: Disentangling Person-Dependent and Item-Dependent Causal Effects: Applications of Item Response Theory to the Estimation of Treatment Effect Heterogeneity

Retricted access

Research article

First published 2025-2

Disentangling Person-Dependent and Item-Dependent Causal Effects: Applications of Item Response Theory to the Estimation of Treatment Effect Heterogeneity

Joshua B. Gilbert, Luke W. Miratrix, Mridul Joshi [...]

Journal of Educational and Behavioral Statistics

Select article: Models of College Entry in the United States and the Challenges of Estimating Primary and Secondary Effects

Retricted access

Research article

First published 2012-2

Models of College Entry in the United States and the Challenges of Estimating Primary and Secondary Effects

Stephen L. Morgan

Sociological Methods & Research

Select article: Causal Parameter Moderation: Applying Moderated Nonlinear Factor Analysis to Causal Inference With Latent Outcomes

Retricted access

Research article

First published 2026

Causal Parameter Moderation: Applying Moderated Nonlinear Factor Analysis to Causal Inference With Latent Outcomes

Sanford R. Student

Journal of Educational and Behavioral Statistics

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

Open access

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

Select article: 6. A Diagnostic Routine for the Detection of Consequential Heterogeneity of Causal Effects

Retricted access

Research article

First published 2008-8

6. A Diagnostic Routine for the Detection of Consequential Heterogeneity of Causal Effects

Stephen L. Morgan, Jennifer J. Todd

Sociological Methodology

Select article: Heterogeneous Treatment Effects in the Presence of Self-Selection: A Propensity Score Perspective

Retricted access

Research article

First published 2020-8

Heterogeneous Treatment Effects in the Presence of Self-Selection: A Propensity Score Perspective

Xiang Zhou, Yu Xie

Sociological Methodology

Select article: Population metrics for suicide events: A causal inference approach

Retricted access

Research article

First published 2019-2

Population metrics for suicide events: A causal inference approach

Hua He, Naiji Lu, Brady Stephens [...]

Statistical Methods in Medical Research

Select article: Clarifying selection bias in cluster randomized trials

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Research article

First published 2022-2

Clarifying selection bias in cluster randomized trials

Fan Li, Zizhong Tian, Jennifer Bobb [...]

Clinical Trials

Select article: Causal rule ensemble method for estimating heterogeneous treatment effect with consideration of prognostic effects

Retricted access

Research article

First published 2024-6

Causal rule ensemble method for estimating heterogeneous treatment effect with consideration of prognostic effects

Mayu Hiraishi, Ke Wan, Kensuke Tanioka [...]

Statistical Methods in Medical Research

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