paolo-vergo/conformalInference.multi: Conformal Inference Tools for Regression with Multivariate Response

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.

Getting started

Package details

Maintainer
LicenseGPL-2
Version1.0.0
URL https://github.com/ryantibs/conformal
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("paolo-vergo/conformalInference.multi")
paolo-vergo/conformalInference.multi documentation built on July 4, 2023, 9:50 a.m.