JASA Jun 24, 2025

Estimating Heterogeneous Causal Mediation Effects with Bayesian Decision Tree Ensembles

Authors
Angela Ting Antonio R. Linero
Research Topics
Causal Inference Bayesian Statistics
View Full Paper
Paper Information
  • Journal:
    Journal of the American Statistical Association
  • DOI:
    10.1080/01621459.2025.2491155
  • Published:
    June 24, 2025
  • Added to Tracker:
    Jul 30, 2025
Author Details
Angela Ting
Author
Antonio R. Linero
Author
Research Topics & Keywords
Causal Inference
Research Area
Bayesian Statistics
Research Area
Citation Information
APA Format
Angela Ting & Antonio R. Linero (2025) . Estimating Heterogeneous Causal Mediation Effects with Bayesian Decision Tree Ensembles. Journal of the American Statistical Association , 10.1080/01621459.2025.2491155.
BibTeX Format
@article{paper302,
  title = { Estimating Heterogeneous Causal Mediation Effects with Bayesian Decision Tree Ensembles },
  author = { Angela Ting and Antonio R. Linero },
  journal = { Journal of the American Statistical Association },
  year = { 2025 },
  doi = { 10.1080/01621459.2025.2491155 },
  url = { https://www.tandfonline.com/doi/full/10.1080/01621459.2025.2491155 }
}
Back to Papers