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conformalInference.multi
View on CRAN: Click
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Download and install conformalInference.multi package within the R console
Install from CRAN:
install.packages("conformalInference.multi")
Install from Github:
library("remotes")
install_github("cran/conformalInference.multi") Install by package version:
library("remotes")
install_version("conformalInference.multi", "1.1.2") Attach the package and use:
library("conformalInference.multi")
Maintained by
Paolo Vergottini
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[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-01-25
Latest Update: 2025-09-01
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) ,
Diquigiovanni, Fontana, and Vantini (2021) ,
Diquigiovanni, Fontana, and Vantini (2021) ,
Solari, and Djordjilovic (2021) .
How to cite:
Paolo Vergottini (2022). conformalInference.multi: Conformal Inference Tools for Regression with Multivariate Response. R package version 1.1.2, https://cran.r-project.org/web/packages/conformalInference.multi. Accessed 17 Jun. 2026.
Previous versions and publish date:
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Other R packages that conformalInference.multi depends,
imports, suggests or enhances
Complete documentation for conformalInference.multi
Functions, R codes and Examples using
the conformalInference.multi R package
Some associated functions: bikeMi . computing_s_regression . conformal.multidim.full . conformal.multidim.jackplus . conformal.multidim.msplit . conformal.multidim.split . conformalInference.multi-package . glmnet.funs . lm_multi . mean_multi . plot_multidim .
Some associated R codes: bikeMi.R . check.R . common.R . conformalInference.multi-package.R . full.R . glmnet.R . jackplus.R . lm.R . mean.R . msplit.R . plot.multidim.R . s.regression.R . split.R . Full conformalInference.multi package functions and examples
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