Partially Observed Integrated Functional Depth
Overview
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.
*Fix some issues with the functional boxplot
*Fix some issues with the position of data for the sparse implementation
From NEWS.md in the release
Install
Health
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK14 OK2026-03-10
Documentation
- Help pages
- 11
- Examples that run
- 100%9 run in a plain check
- Exported functions with examples
- 80%
- Documented parameters
- 100%
- Return-value docs
- 100%
- Help pages citing references
- 55%
Downloads
Repository
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5 development-tooling and community-health practices detected across 5 families in the upstream repository
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Dependencies
Code & Tests
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Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- 2.0.1Latest
- 2.0.0
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- 1.0.32022-05-16 · diff ↗
- RR 4.2.0 released · 2022-04-22
- 1.0.22021-08-04 · diff ↗ ·
removed 4 exports
boxplot_PoFD, gaussian_PoFD, outliergram_PoFD, plot_PoFDadded 6 exports
boxplotPOFD, commondomainPOFD, intervalPOFD, outliergramPOFD, plotPOFD, sparsePOFD - 1.0.12021-07-28 · diff ↗
- RR 4.1.0 released · 2021-05-18
- 1.0.02021-01-13
- RR 4.0.0 released · 2020-04-24
Package metadata
- First published
- 2021-01-13
- Total releases
- 6 / 5 yrs
- License
- GPL-3 OSI
- Minimum R
- ≥ 3.5.0
- Bundled data
- 311 KB / 1 file
- Download size
- 336 KB
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citation("fdaPOIFD")The package provides a citation file, so citation() returns the authors' own entry.
It points to 10.1080/10618600.2022.2070171.
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