conformalInference.fd
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) doi:10.48550/arXiv.2102.06746, Diquigiovanni, Fontana, and Vantini (2021) doi:10.48550/arXiv.2106.01792, Solari, and Djordjilovic (2021) doi:10.48550/arXiv.2103.00627.
- Version1.1.1
- R versionunknown
- LicenseGPL-2
- Needs compilation?No
- Diquigiovanni, Fontana, and Vantini (2021)
- Diquigiovanni, Fontana, and Vantini (2021)
- Solari, and Djordjilovic (2021)
- Last release03/23/2022
Documentation
Team
Paolo Vergottini
Aldo Solari
Show author detailsRolesAuthor, Thesis advisorSimone Vantini
Show author detailsRolesAuthor, Thesis advisorJacopo Diquigiovanni
Show author detailsRolesAuthor, Thesis advisorMatteo Fontana
Show author detailsRolesAuthor, Thesis advisorRyan Tibshirani
Show author detailsRolesContributor
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