It computes full conformal, split conformal and multi split conformal prediction regions when the response variable is multivariate (i.e. dimension is greater than one). Moreover, the package also contain plot functions to visualize the output of the full and split conformal functions. To guarantee consistency, the package structure mimics the univariate 'conformalInference' package of professor Ryan Tibshirani. The main references for the code are: Lei et al. (2016) <doi:10.48550/arXiv.1604.04173>, Diquigiovanni, Fontana, and Vantini (2021) <doi:10.48550/arXiv.2102.06746>, Diquigiovanni, Fontana, and Vantini (2021) <doi:10.48550/arXiv.2106.01792>, Solari, and Djordjilovic (2021) <doi:10.48550/arXiv.2103.00627>.
Version: 1.1.1 Depends: R (≥ 4.1.0) Imports: future (≥ 1.23.0), future.apply (≥ 1.8.1), ggplot2 (≥ 3.3.5), glmnet, gridExtra (≥ 2.3), hrbrthemes, stats Suggests: mvtnorm, pbapply Published: 2022-03-16 DOI: 10.32614/CRAN.package.conformalInference.multi Author: Jacopo Diquigiovanni [aut, ths], Matteo Fontana [aut, ths], Aldo Solari [aut, ths], Simone Vantini [aut, ths], Paolo Vergottini [aut, cre], Ryan Tibshirani [ctb] Maintainer: Paolo Vergottini <paolo.vergottini at gmail.com> License: GPL-2 URL: https://github.com/ryantibs/conformal, https://github.com/paolo-vergo/conformalInference.multi NeedsCompilation: no Materials: NEWS CRAN checks: conformalInference.multi results [issues need fixing before 2025-09-01] Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=conformalInference.multi to link to this page.
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