Shrinkage Bayesian Causal Forests for Heterogeneous Treatment Effects Estimation.
Alberto CaronGianluca BaioIoanna ManolopoulouPublished in: J. Comput. Graph. Stat. (2022)
Keyphrases
- bayesian networks
- bayesian estimation
- indirect effects
- maximum likelihood
- posterior probability
- causal effects
- causal networks
- estimation algorithm
- markov random field prior
- parameter estimation
- data driven
- denoising
- random forest
- bayesian methods
- bayesian learning
- accurate estimation
- image reconstruction
- causal knowledge
- bayesian decision
- real world