concurrent

<p>It is a concurrent model, which may be fed to <code><a rd-options="" href="/link/conformal.fun.split?package=conformalInference.fd&version=1.1.1" data-mini-rdoc="conformalInference.fd::conformal.fun.split">conformal.fun.split</a></code>.</p>

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) <arXiv:2102.06746>,
Diquigiovanni, Fontana, and Vantini (2021) <arXiv:2106.01792>,
Solari, and Djordjilovic (2021) <arXiv:2103.00627>.

Paolo Vergottini

conformalInference.fd

Tools for Conformal Inference for Regression in Multivariate
Functional Setting

Jacopo Diquigiovanni

Matteo Fontana

Aldo Solari

Simone Vantini

Ryan Tibshirani

concurrent function

<p>It is a concurrent model, which may be fed to <code><a rd-options='' href='conformal.fun.split'>conformal.fun.split</a></code>.</p>

Concurrent Model for Functional Regression — concurrent

Concurrent Model for Functional Regression

concurrent: Concurrent Model for Functional Regression

Description

Usage

Arguments

Value

Details