Type: Package
Package: conformalInference.multi
Title: Conformal Inference Tools for Regression with Multivariate
        Response
Version: 1.1.1
Authors@R: c(
    person("Jacopo", "Diquigiovanni", role = c("aut", "ths")),
    person("Matteo", "Fontana", , "matteo.fontana@ec.europa.eu", role = c("aut", "ths")),
    person("Aldo", "Solari", role = c("aut", "ths")),
    person("Simone", "Vantini", role = c("aut", "ths")),
    person("Paolo", "Vergottini", , "paolo.vergottini@gmail.com", role = c("aut", "cre")),
    person("Ryan", "Tibshirani", role = "ctb")
    )
Description: 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) <arXiv:1604.04173>,
    Diquigiovanni, Fontana, and Vantini (2021) <arXiv:2102.06746>, 
    Diquigiovanni, Fontana, and Vantini (2021) <arXiv:2106.01792>,
    Solari, and Djordjilovic (2021) <arXiv:2103.00627>.
URL: https://github.com/ryantibs/conformal,
        https://github.com/paolo-vergo/conformalInference.multi
License: GPL-2
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
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.2
NeedsCompilation: no
Packaged: 2022-03-16 16:16:11 UTC; paolo
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@gmail.com>
Repository: CRAN
Date/Publication: 2022-03-16 16:40:06 UTC
Built: R 4.2.0; ; 2023-07-11 00:48:23 UTC; unix
