MURAL - Maynooth University Research Archive Library



    Discussion of: "Bayesian Regression Tree Models for Causal Inference: Regularization, Confounding, and Heterogeneous Effects"


    Prado, Estevão B. and O'Neill, Eoghan and Hernandez, Belinda and Parnell, Andrew and de Andrade Moral, Rafael (2020) Discussion of: "Bayesian Regression Tree Models for Causal Inference: Regularization, Confounding, and Heterogeneous Effects". Bayesian Analysis, 15 (3). pp. 1029-1031. ISSN 1931-6690

    [img]
    Preview
    Download (151kB) | Preview


    Share your research

    Twitter Facebook LinkedIn GooglePlus Email more...



    Add this article to your Mendeley library


    Abstract

    Contributed discussion included in P. Richard Hahn. Jared S. Murray. Carlos M. Carvalho. "Bayesian Regression Tree Models for Causal Inference: Regularization, Confounding, and Heterogeneous Effects (with Discussion)." Bayesian Anal. 15 (3) 965 - 1056, September 2020. https://doi.org/10.1214/19-BA1195

    Item Type: Article
    Keywords: Bayesian; Causal inference; heterogeneous treatment effects; machine learning; predictor-dependent priors; regression trees; regularization; shrinkage;
    Academic Unit: Faculty of Science and Engineering > Mathematics and Statistics
    Faculty of Science and Engineering > Research Institutes > Hamilton Institute
    Item ID: 15552
    Identification Number: https://doi.org/10.1214/19-BA1195
    Depositing User: Rafael de Andrade Moral
    Date Deposited: 22 Feb 2022 15:09
    Journal or Publication Title: Bayesian Analysis
    Publisher: International Society for Bayesian Analysis (ISBA)
    Refereed: Yes
    URI:

    Repository Staff Only(login required)

    View Item Item control page

    Downloads

    Downloads per month over past year