# -------------------------------------------- # CITATION file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # -------------------------------------------- cff-version: 1.2.0 message: 'To cite package "CRE" in publications use:' type: software license: GPL-3.0-only title: 'CRE: Interpretable Discovery and Inference of Heterogeneous Treatment Effects' version: 0.2.7 doi: 10.21105/joss.05587 identifiers: - type: doi value: 10.32614/CRAN.package.CRE abstract: 'Provides a new method for interpretable heterogeneous treatment effects characterization in terms of decision rules via an extensive exploration of heterogeneity patterns by an ensemble-of-trees approach, enforcing high stability in the discovery. It relies on a two-stage pseudo-outcome regression, and it is supported by theoretical convergence guarantees. Bargagli-Stoffi, F. J., Cadei, R., Lee, K., & Dominici, F. (2023) Causal rule ensemble: Interpretable Discovery and Inference of Heterogeneous Treatment Effects. arXiv preprint .' authors: - family-names: Khoshnevis given-names: Naeem email: nkhoshnevis@g.harvard.edu orcid: https://orcid.org/0000-0003-4315-1426 - family-names: Garcia given-names: Daniela Maria email: danielagarcia@college.harvard.edu orcid: https://orcid.org/0000-0003-3226-3561 - family-names: Cadei given-names: Riccardo email: rcadei@hsph.harvard.edu orcid: https://orcid.org/0000-0003-2416-8943 - family-names: Lee given-names: Kwonsang email: kwonsanglee.stat@gmail.com orcid: https://orcid.org/0000-0002-5823-4331 - family-names: Bargagli Stoffi given-names: Falco Joannes email: fbargaglistoffi@hsph.harvard.edu orcid: https://orcid.org/0000-0002-6131-8165 preferred-citation: type: article title: 'CRE: An R package for interpretable discovery and inference of heterogeneous treatment effects' authors: - family-names: Cadei given-names: Riccardo email: rcadei@hsph.harvard.edu orcid: https://orcid.org/0000-0003-2416-8943 - family-names: Khoshnevis given-names: Naeem email: nkhoshnevis@g.harvard.edu orcid: https://orcid.org/0000-0003-4315-1426 - family-names: Lee given-names: Kwonsang email: kwonsanglee.stat@gmail.com orcid: https://orcid.org/0000-0002-5823-4331 - family-names: Garcia given-names: Daniela Maria email: danielagarcia@college.harvard.edu orcid: https://orcid.org/0000-0003-3226-3561 - family-names: Stoffi given-names: Falco J. Bargagli year: '2023' journal: Journal of Open Source Software volume: '8' issue: '92' doi: 10.21105/joss.05587 url: https://doi.org/10.21105/joss.05587 start: '5587' repository: https://CRAN.R-project.org/package=CRE repository-code: https://github.com/NSAPH-Software/CRE url: https://github.com/NSAPH-Software/CRE date-released: '2024-10-19' contact: - family-names: Bargagli Stoffi given-names: Falco Joannes email: fbargaglistoffi@hsph.harvard.edu orcid: https://orcid.org/0000-0002-6131-8165