fdarep: Two-Dimensional FPCA, Marginal FPCA, and Product FPCA for Repeated Functional Data

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>.

Version: 0.1.1
Imports: Rcpp (≥ 0.11.5), fdapace, Hmisc, stats, MASS, Matrix, pracma, numDeriv
LinkingTo: Rcpp, RcppEigen
Suggests: testthat (≥ 3.0.0)
Published: 2024-03-06
Author: Poorbita Kundu [aut, cre], Changbo Zhu [aut], Kehui Chen [aut], Pedro Delicado [aut], Su I Iao [aut], Hang Zhou [aut], Han Chen [aut], Muqing Cui [aut], Hans-Georg Müller [cph, ths, aut]
Maintainer: Poorbita Kundu <pkundu at ucdavis.edu>
BugReports: https://github.com/functionaldata/tFDArep/issues
License: BSD_3_clause + file LICENSE
URL: https://github.com/functionaldata/tFDArep
NeedsCompilation: yes
CRAN checks: fdarep results

Documentation:

Reference manual: fdarep.pdf

Downloads:

Package source: fdarep_0.1.1.tar.gz
Windows binaries: r-prerel: fdarep_0.1.1.zip, r-release: fdarep_0.1.1.zip, r-oldrel: fdarep_0.1.1.zip
macOS binaries: r-prerel (arm64): fdarep_0.1.1.tgz, r-release (arm64): fdarep_0.1.1.tgz, r-oldrel (arm64): fdarep_0.1.1.tgz, r-prerel (x86_64): fdarep_0.1.1.tgz, r-release (x86_64): fdarep_0.1.1.tgz
Old sources: fdarep archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=fdarep to link to this page.