Package: fdarep 0.1.0

Poorbita Kundu

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>.

Authors:Poorbita Kundu [aut, cre], Changbo Zhou [aut], Kehui Chen [aut], Pedro Delicado [aut], Su I Iao [aut], Hang Chen [aut], Han Chen [aut], Muqing Cui [aut], Hans-Georg Müller [cph, ths, aut]

fdarep_0.1.0.tar.gz
fdarep_0.1.0.zip(r-4.5)fdarep_0.1.0.zip(r-4.4)fdarep_0.1.0.zip(r-4.3)
fdarep_0.1.0.tgz(r-4.5-any)fdarep_0.1.0.tgz(r-4.4-any)fdarep_0.1.0.tgz(r-4.3-any)
fdarep_0.1.0.tar.gz(r-4.5-noble)fdarep_0.1.0.tar.gz(r-4.4-noble)
fdarep_0.1.0.tgz(r-4.4-emscripten)fdarep_0.1.0.tgz(r-4.3-emscripten)
fdarep.pdf |fdarep.html
fdarep/json (API)
NEWS

# Install 'fdarep' in R:
install.packages('fdarep', repos = c('https://functionaldata.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/functionaldata/tfdarep/issues

On CRAN:

Conda:

2.00 score 193 downloads 5 exports 70 dependencies

Last updated 1 years agofrom:c53b8726f2. Checks:1 OK, 7 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 23 2025
R-4.5-winNOTEFeb 23 2025
R-4.5-macNOTEFeb 23 2025
R-4.5-linuxNOTEFeb 23 2025
R-4.4-winNOTEFeb 23 2025
R-4.4-macNOTEFeb 23 2025
R-4.3-winNOTEFeb 23 2025
R-4.3-macNOTEFeb 23 2025

Exports:Dense2dFPCADenseMarginalFPCADenseProductFPCASparseMarginalFPCASparseProductFPCA

Dependencies:backportsbase64encbslibcachemcheckmatecliclustercolorspacedata.tabledigestevaluatefansifarverfastmapfdapacefontawesomeforeignFormulafsggplot2gluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglatticelifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmennetnumDerivpillarpkgconfigpracmaR6rappdirsRColorBrewerRcppRcppEigenrlangrmarkdownrpartrstudioapisassscalesstringistringrtibbletinytexutf8vctrsviridisviridisLitewithrxfunyaml