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conformalInference.fd  

Tools for Conformal Inference for Regression in Multivariate Functional Setting
View on CRAN: Click here


Download and install conformalInference.fd package within the R console
Install from CRAN:
install.packages("conformalInference.fd")

Install from Github:
library("remotes")
install_github("cran/conformalInference.fd")

Install by package version:
library("remotes")
install_version("conformalInference.fd", "1.1.1")



Attach the package and use:
library("conformalInference.fd")
Maintained by
Paolo Vergottini
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-01-25
Latest Update: 2022-03-23
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. The main references for the code are: Diquigiovanni, Fontana, and Vantini (2021) , Diquigiovanni, Fontana, and Vantini (2021) , Solari, and Djordjilovic (2021) .
How to cite:
Paolo Vergottini (2022). conformalInference.fd: Tools for Conformal Inference for Regression in Multivariate Functional Setting. R package version 1.1.1, https://cran.r-project.org/web/packages/conformalInference.fd
Previous versions and publish date:
1.0.0 (2022-01-25 09:42), 1.1.0 (2022-03-02 17:10)
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