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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 |
| Reference manual: | fdaPOIFD.pdf |
| Vignettes: |
Illustration of the simulations in Elias et al. (2023) (source, R code) |
| 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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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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