conformalInference.multi-package: conformalInference.multi: Conformal Inference Tools for...

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

conformalInference.multi: Conformal Inference Tools for Regression with Multivariate Response

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.

Author(s)

Maintainer: Paolo Vergottini [e-mail]

Authors:

• Jacopo Diquigiovanni [thesis advisor]

• Matteo Fontana [e-mail] [thesis advisor]

• Aldo Solari [thesis advisor]

• Simone Vantini [thesis advisor]

Other contributors:

• Ryan Tibshirani [contributor]

See Also

Useful links:

• https://github.com/ryantibs/conformal

paolo-vergo/conformalInference.multi documentation built on July 4, 2023, 9:50 a.m.