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DESCRIPTION
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Type: Package
Package: conformalInference.fd
Title: Tools for Conformal Inference for Regression in Multivariate
Functional Setting
Version: 1.0
Authors@R: c(
person("Jacopo", "Diquigiovanni", role = "aut"),
person("Matteo", "Fontana", , "[email protected]", role = c("aut",'cre'),
person("Aldo", "Solari", role = "aut"),
person("Simone", "Vantini", role = "aut"),
person("Paolo", "Vergottini", , "[email protected]", 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 has functional nature.
Moreover, the package also contain a plot function to visualize the
output of the split conformal.
To guarantee consistency, the package structure mimics the univariate conformalInference package of
professor Ryan Tibshirani.
URL: https://github.com/ryantibs/conformal
License: GPL-2
Depends:
R (>= 4.1.0)
Imports:
fda (>= 5.5.1),
future (>= 1.23.0),
future.apply (>= 1.8.1),
ggplot2 (>= 3.3.5),
gridExtra (>= 2.3),
stats,
utils,
Suggests:
roahd
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.2