Search results: Sage Journals

Open accessResearch articleFirst published January, 2023

Estimating and evaluating treatment effect heterogeneity: A causal forests approach

Li Zheng, Weiwen Yin

Research & Politics

Open accessResearch articleFirst published 2026

Causal Inference with a Continuous Treatment: Addressing Positivity Constraints,Nonlinearity,and Effect Heterogeneity

Ian Lundberg, Jennie E. Brand

Sociological Methodology

Restricted accessResearch articleFirst published February, 2025

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

Restricted accessResearch articleFirst published February, 2012

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

Stephen L. Morgan

Sociological Methods & Research

Restricted accessResearch articleFirst 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

Open accessResearch articleFirst published October, 2022

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

Restricted accessResearch articleFirst published August, 2008

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

Stephen L. Morgan, Jennifer J. Todd

Sociological Methodology

Restricted accessResearch articleFirst published August, 2020

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

Xiang Zhou, Yu Xie

Sociological Methodology

Restricted accessResearch articleFirst published February, 2019

Population metrics for suicide events: A causal inference approach

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

Statistical Methods in Medical Research

Restricted accessResearch articleFirst published February, 2022

Clarifying selection bias in cluster randomized trials

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

Clinical Trials

Open accessResearch articleFirst published January, 2023

Estimating and evaluating treatment effect heterogeneity: A causal forests approach

Li Zheng, Weiwen Yin

Research & Politics

Open accessResearch articleFirst published 2026

Causal Inference with a Continuous Treatment: Addressing Positivity Constraints,Nonlinearity,and Effect Heterogeneity

Ian Lundberg, Jennie E. Brand

Sociological Methodology

Restricted accessResearch articleFirst published February, 2025

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

Restricted accessResearch articleFirst published February, 2012

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

Stephen L. Morgan

Sociological Methods & Research

Restricted accessResearch articleFirst 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

Open accessResearch articleFirst published October, 2022

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

Restricted accessResearch articleFirst published August, 2008

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

Stephen L. Morgan, Jennifer J. Todd

Sociological Methodology

Restricted accessResearch articleFirst published August, 2020

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

Xiang Zhou, Yu Xie

Sociological Methodology

Restricted accessResearch articleFirst published February, 2019

Population metrics for suicide events: A causal inference approach

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

Statistical Methods in Medical Research

Restricted accessResearch articleFirst published February, 2022

Clarifying selection bias in cluster randomized trials

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

Clinical Trials