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-4.4-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'))

Peer review:

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

On CRAN:

2.00 score 162 downloads 5 exports 70 dependencies

Last updated 1 years agofrom:c53b8726f2. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 26 2024
R-4.5-winNOTEOct 26 2024
R-4.5-linuxNOTEOct 26 2024
R-4.4-winNOTEOct 26 2024
R-4.4-macNOTEOct 26 2024
R-4.3-winNOTEOct 26 2024
R-4.3-macNOTEOct 26 2024

Exports:Dense2dFPCADenseMarginalFPCADenseProductFPCASparseMarginalFPCASparseProductFPCA

Dependencies:backportsbase64encbslibcachemcheckmatecliclustercolorspacedata.tabledigestevaluatefansifarverfastmapfdapacefontawesomeforeignFormulafsggplot2gluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglatticelifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmennetnumDerivpillarpkgconfigpracmaR6rappdirsRColorBrewerRcppRcppEigenrlangrmarkdownrpartrstudioapisassscalesstringistringrtibbletinytexutf8vctrsviridisviridisLitewithrxfunyaml