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goffda (version 0.0.7)

goffda-package: goffda -- Goodness-of-Fit Tests for Functional Data

Description

Implementation of several goodness-of-fit tests for functional data. Currently, mostly related with the functional linear model with functional/scalar response and functional/scalar predictor. The package allows for the replication of the data applications considered in Garc<U+00ED>a-Portugu<U+00E9>s, <U+00C1>lvarez-Li<U+00E9>bana, <U+00C1>lvarez-P<U+00E9>rez and Gonz<U+00E1>lez-Manteiga (2019) <arXiv:1909.07686>.

Arguments

References

Garc<U+00ED>a-Portugu<U+00E9>s, E., <U+00C1>lvarez-Li<U+00E9>bana, J., <U+00C1>lvarez-P<U+00E9>rez, G. and Gonz<U+00E1>lez-Manteiga, W. (2019). A goodness-of-fit test for the functional linear model with functional response. arXiv:1909.07686. https://arxiv.org/abs/1909.07686

Garc<U+00ED>a-Portugu<U+00E9>s, E., Gonz<U+00E1>lez-Manteiga, W. and Febrero-Bande, M. (2014). A goodness-of-fit test for the functional linear model with scalar response. Journal of Computational and Graphical Statistics, 23(3):761--778. http://doi.org/10.1080/10618600.2013.812519