Hierarchical Bayesian bootstrap for heterogeneous treatment effect estimation
From MaRDI portal
Publication:6590276
DOI10.1515/IJB-2022-0051MaRDI QIDQ6590276
Author name not available (Why is that?), Nandita Mitra, Jason A. Roy
Publication date: 21 August 2024
Published in: The International Journal of Biostatistics (Search for Journal in Brave)
Cites Work
- BART: Bayesian additive regression trees
- Ferguson distributions via Polya urn schemes
- Latent class mixture models of treatment effect heterogeneity
- Optimizing the smoothed bootstrap
- Bayesian regression tree models for causal inference: regularization, confounding, and heterogeneous effects (with discussion)
- Bayesian bootstraps for massive data
- Targeted smooth Bayesian causal forests: an analysis of heterogeneous treatment effects for simultaneous vs. interval medical abortion regimens over gestation
- A semiparametric modeling approach using Bayesian additive regression trees with an application to evaluate heterogeneous treatment effects
- Estimating population average causal effects in the presence of non-overlap: the effect of natural gas compressor station exposure on cancer mortality
- Accounting for uncertainty in confounder and effect modifier selection when estimating average causal effects in generalized linear models
- Hierarchical Dirichlet Processes
- On Bayesian estimation of marginal structural models
- The bootstrap: To smooth or not to smooth?
- A Bayesian nonparametric approach to causal inference on quantiles
- A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect
- Shrinkage Bayesian Causal Forests for Heterogeneous Treatment Effects Estimation
- A Scalable Bootstrap for Massive Data
- A framework for Bayesian nonparametric inference for causal effects of mediation
This page was built for publication: Hierarchical Bayesian bootstrap for heterogeneous treatment effect estimation
Report a bug (only for logged in users!)Click here to report a bug for this page (MaRDI item Q6590276)
