Heterogeneous treatment effects analysis for social scientists: A review

2022/10/29 by Anning Hu · 5 citations
Mathematics · Decision Sciences · #Advanced Causal Inference Techniques #Psychometric Methodologies and Testing #Statistical Methods and Bayesian Inference

paper · doi:10.1016/j.ssresearch.2022.102810

Citations

• Statistical Modeling: The Two Cultures (with comments and a rejoinder by the author)
• Automated versus Do-It-Yourself Methods for Causal Inference: Lessons Learned from a Data Analysis Competition

Cited by

• Who engages? Machine learning insights into digital mindfulness-based intervention for generalized anxiety disorder
• Policy-Aligned Estimation of Conditional Average Treatment Effects
• International Student Mobility and the Obtainment of Elite Academic Positions: Does It Pay Off and for Whom?
• TERRA: A Transformer-Enabled Recursive R-learner for Longitudinal Heterogeneous Treatment Effect Estimation
• A Tutorial Introduction to Heterogeneous Treatment Effect Estimation with Meta-learners