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

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

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 García-Portugués, Álvarez-Liébana, Álvarez-Pérez and González-Manteiga (2021) <doi:10.1111/sjos.12486>.

Author(s)

Eduardo García-Portugués and Javier Álvarez-Liébana.

References

García-Portugués, E., Álvarez-Liébana, J., Álvarez-Pérez, G. and Gonzalez-Manteiga, W. (2021). A goodness-of-fit test for the functional linear model with functional response. Scandinavian Journal of Statistics, 48(2):502–528. \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1111/sjos.12486")}

García-Portugués, E., González-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. \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1080/10618600.2013.812519")}

goffda documentation built on Oct. 14, 2023, 5:08 p.m.