Tools for Conformal Inference for Regression in Multivariate Functional Setting

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) .


Reference manual

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install.packages("conformalInference.fd")

1.1.1 by Paolo Vergottini, 5 years ago


https://github.com/ryantibs/conformal , https://github.com/paolo-vergo/conformalInference.fd


Browse source code at https://github.com/cran/conformalInference.fd


Authors: Jacopo Diquigiovanni [aut, ths] , Matteo Fontana [aut, ths] , Aldo Solari [aut, ths] , Simone Vantini [aut, ths] , Paolo Vergottini [aut, cre] , Ryan Tibshirani [ctb]


Documentation:   PDF Manual  


GPL-2 license


Imports fda, future, future.apply, ggplot2, stats, utils, methods, ggnewscale, ggpubr, scales

Suggests roahd, pbapply


See at CRAN