MFSD: Multivariate Functional Spatial Data
Analysis of multivariate functional spatial data,
including spectral multivariate functional principal
component analysis and related statistical procedures
(Si-Ahmed, Idris, et al. "Principal component analysis of multivariate spatial functional data." Big Data Research 39 (2025) 100504).
(Kuenzer, T., Hörmann, S., & Kokoszka, P. (2021). "Principal component analysis of spatially indexed functions." Journal of the American Statistical Association, 116(535), 1444-1456.)
(Happ, C., & Greven, S. (2018). "Multivariate functional principal component analysis for data observed on different (dimensional) domains." Journal of the American Statistical Association, 113(522), 649-659.)
| Version: |
0.1.1 |
| Depends: |
R (≥ 2.10) |
| Imports: |
fda, graphics, mvtnorm, Rcpp (≥ 1.0.0) |
| LinkingTo: |
Rcpp, RcppArmadillo |
| Suggests: |
testthat (≥ 3.0.0) |
| Published: |
2026-04-20 |
| DOI: |
10.32614/CRAN.package.MFSD |
| Author: |
SI-AHMED IDRIS [aut, cre],
Thomas Kuenzer [ctb] (Code adapted from the fsd package),
Judith AGONKOUI Christelle [ctb],
HAMDAD Leila [ctb],
DABO-NIANG Sophie [ctb] |
| Maintainer: |
SI-AHMED IDRIS <i_siahmed at esi.dz> |
| License: |
GPL-3 |
| NeedsCompilation: |
yes |
| Materials: |
README |
| CRAN checks: |
MFSD results |
Documentation:
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