Tools for Conformal Inference for Regression in Multivariate Functional Setting
Plot Functional Split Conformal Confidence Bands
COMPUTING THE MODULATION FUNCTION S
Concurrent Model for Functional Regression
Functional Jackknife + Prediction Regions
Functional Multi Split Conformal Prediction Regions
Functional Split Conformal Prediction Intervals
Tools for Conformal Inference for Regression in Multivariate Functiona...
Mean of Functional Data
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>.
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