fdaPOIFD: Partially Observed Integrated Functional Depth

Integrated Functional Depth for Partially Observed Functional Data and applications to visualization, outlier detection and classification. It implements the methods proposed in: Elías, A., Jiménez, R., Paganoni, A. M. and Sangalli, L. M., (2023), "Integrated Depth for Partially Observed Functional Data", Journal of Computational and Graphical Statistics, <doi:10.1080/10618600.2022.2070171>. Elías, A., Jiménez, R., & Shang, H. L. (2023), "Depth-based reconstruction method for incomplete functional data", Computational Statistics, <doi:10.1007/s00180-022-01282-9>. Elías, A., Nagy, S. (2024), "Statistical properties of partially observed integrated functional depths", TEST, <doi:10.1007/s11749-024-00954-6>.

Version: 2.0.0
Depends: R (≥ 3.5.0)
Imports: stats, ggplot2, tibble, magrittr, reshape2, patchwork, igraph
Suggests: knitr, rmarkdown
Published: 2025-06-25
DOI: 10.32614/CRAN.package.fdaPOIFD
Author: Antonio Elías [aut, cre], Raúl Jiménez [ctb], Anna M. Paganoni [ctb], Laura M. Sangalli [ctb], Stanislav Nagy [ctb], Maximiliam Ofner [ctb]
Maintainer: Antonio Elías <antonioefz91 at gmail.com>
BugReports: https://github.com/aefdz/fdaPOIFD/issues
License: GPL-3
URL: https://github.com/aefdz/fdaPOIFD
NeedsCompilation: no
Citation: fdaPOIFD citation info
Materials: NEWS
In views: FunctionalData
CRAN checks: fdaPOIFD results

Documentation:

Reference manual: fdaPOIFD.pdf
Vignettes: Illustration of the simulations in Elias et al. (2023) (source, R code)

Downloads:

Package source: fdaPOIFD_2.0.0.tar.gz
Windows binaries: r-devel: fdaPOIFD_2.0.0.zip, r-release: fdaPOIFD_2.0.0.zip, r-oldrel: fdaPOIFD_2.0.0.zip
macOS binaries: r-release (arm64): fdaPOIFD_1.0.3.tgz, r-oldrel (arm64): fdaPOIFD_1.0.3.tgz, r-release (x86_64): fdaPOIFD_2.0.0.tgz, r-oldrel (x86_64): fdaPOIFD_2.0.0.tgz
Old sources: fdaPOIFD archive

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