Two-Dimensional FPCA, Marginal FPCA, and Product FPCA for Repeated Functional Data
Overview
Provides an implementation of two-dimensional functional principal component analysis (FPCA), Marginal FPCA, and Product FPCA for repeated functional data. Marginal and Product FPCA implementations are done for both dense and sparsely observed functional data. References: Chen, K., Delicado, P., & Müller, H. G. (2017) doi:10.1111/rssb.12160. Chen, K., & Müller, H. G. (2012) doi:10.1080/01621459.2012.734196. Hall, P., Müller, H.G. and Wang, J.L. (2006) doi:10.1214/009053606000000272. Yao, F., Müller, H. G., & Wang, J. L. (2005) doi:10.1198/016214504000001745.
Install
Health
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK13 OK2026-06-09
- ERROR12 OK, 1 ERROR2026-06-08
- OK12 OK2026-04-25
Show 3 earlier changesHide 3 earlier changes
- NOTE12 OK, 2 NOTE2026-04-22
- ERROR11 OK, 2 NOTE, 1 ERROR2026-04-18
- NOTE12 OK, 2 NOTE2026-03-10
Documentation
- Help pages
- 6includes a package overview page
- Examples that run
- 0%5 only when donttest examples are enabled (R CMD check --as-cran)
- Exported functions with examples
- 100%
- Documented parameters
- 100%
- Return-value docs
- 100%
- Help pages citing references
- 83%
Downloads
Repository
- PRs merged (all time)
- 100%
- Median days to close, 50 most recently updated closed issues
- not measured
- Median days to close, 50 most recently updated closed PRs
- not measured
Checks run against github.com/functionaldata/tfdarep on 2026-10-21.
No development-tooling practices detected in the upstream repository.
Dependencies
Installing fdarep adds 56 packages (29 with compiled code, 57 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.
Code & Tests
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- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- 0.1.1Latest
- 0.1.02024-02-28
- RR 4.3.0 released · 2023-04-21
Package metadata
- First published
- 2024-02-28
- Total releases
- 2 / 2 yrs
- License
- BSD_3_clause + file LICENSE OSI
- Download size
- 26 KB
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