Load packages and auxiliary functions | Generate data | Depth computations | Depth on fully observed data | POIFD | Depth with reconstructed curves by Goldsmith (2013) | Depth with reconstructed curves by Kraus (2015) | Depth with reconstructed curves by Liebl (2020)
Package: fdaPOIFD 2.0.1
Antonio Elías
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>.
Authors:
fdaPOIFD_2.0.1.tar.gz
fdaPOIFD_2.0.1.zip(r-4.7-any)fdaPOIFD_2.0.1.zip(r-4.6-any)fdaPOIFD_2.0.1.zip(r-4.5-any)
fdaPOIFD_2.0.1.tgz(r-4.6-any)fdaPOIFD_2.0.1.tgz(r-4.5-any)
fdaPOIFD_2.0.1.tar.gz(r-4.7-any)fdaPOIFD_2.0.1.tar.gz(r-4.6-any)
fdaPOIFD_2.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
fdaPOIFD/json (API)
| # Install 'fdaPOIFD' in R: |
| install.packages('fdaPOIFD', repos = c('https://aefdz.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/aefdz/fdapoifd/issues
Datasets:
- exampleData - ExampleData
Last updated from:bf5eceaea6. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 164 | ||
| source / vignettes | OK | 208 | ||
| linux-release | OK | 155 | ||
| macos-release | OK | 136 | ||
| macos-oldrel | OK | 195 | ||
| windows-devel | OK | 103 | ||
| windows-release | OK | 99 | ||
| windows-oldrel | OK | 95 | ||
| wasm-release | OK | 122 |
Exports:boxplotPOFDcommondomainPOFDdepthbasedreconstructionPOFDenvelopeintervalPOFDlearningKoutliergramPOFDplotPOFDPOIFDsparsePOFD
Dependencies:clicpp11farverggplot2gluegtableigraphisobandlabelinglatticelifecyclemagrittrMatrixpatchworkpillarpkgconfigplyrR6RColorBrewerRcppreshape2rlangS7scalesstringistringrtibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Functional Boxplot for Partially Observed Functional Data | boxplotPOFD |
| Common Domain Observability | commondomainPOFD |
| Depth-based reconstruction of partially observed functional data | depthbasedreconstructionPOFD |
| Envelope algorithm | envelope |
| exampleData | exampleData |
| Random Interval Observability | intervalPOFD |
| Learning k | learningK |
| Outliergram for Partially Observed Functional Data | outliergramPOFD |
| Plot Partially Observed Functional Data | plotPOFD |
| Integrated Depth for Partially Observed Functional Data | POIFD |
| Sparse Observability | sparsePOFD |