Type: Package
Package: conformalInference.multi
Version: 1.1.2
Encoding: UTF-8
Title: Conformal Inference Tools for Regression with Multivariate
        Response
Authors@R: c(
    person("Jacopo", "Diquigiovanni", role = c("aut", "ths")),
    person("Matteo", "Fontana", email = "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", email = "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 contains
    plot functions to visualize the output of the full and split conformal
    functions. To guarantee consistency, the package structure mimics the
    univariate package 'conformalInference' by Ryan Tibshirani.
    See Lei, G’sell, Rinaldo, Tibshirani, & Wasserman (2018) <doi:10.1080/01621459.2017.1307116>
    for full and split conformal prediction in regression, and Barber, Candès,
    Ramdas, & Tibshirani (2023) <doi:10.1214/23-AOS2276> for extensions beyond exchangeability.
URL: https://github.com/ryantibs/conformal
License: GPL-2 | file LICENSE
Depends: R (>= 4.1.0)
Imports: future (>= 1.23.0), future.apply (>= 1.8.1), ggplot2 (>=
        3.3.5), glmnet, gridExtra (>= 2.3), stats, utils
Suggests: mvtnorm
RoxygenNote: 7.3.2
NeedsCompilation: no
Packaged: 2025-09-15 19:57:56 UTC; paolovergottini
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: 2025-09-15 21:20:10 UTC
Built: R 4.6.0; ; 2026-04-26 06:39:16 UTC; unix
