CRAN/E | conformalInference.fd

conformalInference.fd

Tools for Conformal Inference for Regression in Multivariate Functional Setting

Installation

About

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. The main references for the code are: Diquigiovanni, Fontana, and Vantini (2021) , Diquigiovanni, Fontana, and Vantini (2021) , Solari, and Djordjilovic (2021) .

github.com/ryantibs/conformal
github.com/paolo-vergo/conformalInference.fd

Key Metrics

Version 1.1.1
R ≥ 4.1.0
Published 2022-03-23 765 days ago
Needs compilation? no
License GPL-2
CRAN checks conformalInference.fd results

Downloads

Yesterday 11 +83%
Last 7 days 47 +9%
Last 30 days 182 +3%
Last 90 days 509 -24%
Last 365 days 2.173 -3%

Maintainer

Maintainer

Paolo Vergottini

paolo.vergottini@gmail.com

Authors

Jacopo Diquigiovanni

aut / ths

Matteo Fontana

aut / ths

Aldo Solari

aut / ths

Simone Vantini

aut / ths

Paolo Vergottini

aut / cre

Ryan Tibshirani

ctb

Material

NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

conformalInference.fd archive

Depends

R ≥ 4.1.0

Imports

fda ≥ 5.5.1
future ≥ 1.23.0
future.apply ≥ 1.8.1
ggplot2 ≥ 3.3.5
stats
utils
methods
ggnewscale
ggpubr
scales

Suggests

roahd
pbapply