Package: cfda 0.12.1

Quentin Grimonprez

cfda: Categorical Functional Data Analysis

Package for the analysis of categorical functional data. The main purpose is to compute an encoding (real functional variable) for each state <doi:10.3390/math9233074>. It also provides functions to perform basic statistical analysis on categorical functional data.

Authors:Cristian Preda [aut], Quentin Grimonprez [aut, cre], Vincent Vandewalle [ctb]

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cfda.pdf |cfda.html✨
cfda/json (API)
NEWS

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

Bug tracker:https://github.com/modal-inria/cfda/issues

Pkgdown site:https://modal-inria.github.io

Datasets:
  • biofam2 - Family life states from the Swiss Household Panel biographical survey
  • care - Care trajectories
  • flours - Flours dataset

On CRAN:

Conda-Forge:

categorical-datafunctional-data-analysishacktoberfest

4.60 score 4 stars 3 scripts 569 downloads 21 exports 62 dependencies

Last updated 1 months agofrom:1583317f35. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 27 2025
R-4.5-winOKFeb 27 2025
R-4.5-macOKFeb 27 2025
R-4.5-linuxOKFeb 27 2025
R-4.4-winOKFeb 27 2025
R-4.4-macOKFeb 27 2025
R-4.3-winOKFeb 27 2025
R-4.3-macOKFeb 27 2025

Exports:compute_durationcompute_number_jumpscompute_optimal_encodingcompute_time_spentconvertToCfdcut_dataestimate_Markovestimate_ptgenerate_2Stategenerate_Markovget_encodingget_statematrixToCfdplotComponentplotDataplotEigenvaluesplotIndicatorsReconstructionreconstructIndicatorsremove_duplicated_statesstatetablesummary_cfd

Dependencies:ashbitopscliclustercolorspacecpp11deSolvediagramdplyrexpmfansifarverfdafdsFNNgenericsggplot2gluegtablehdrcdeisobandkernlabKernSmoothkslabelinglatticelifecyclelocfitmagrittrMASSMatrixmclustmgcvmsmmulticoolmunsellmvtnormnlmepbapplypcaPPpillarpkgconfigpracmapurrrR6rainbowRColorBrewerRcppRCurlrlangscalesshapestringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr

Categorical Functional Data Analysis

Cristian Preda, Quentin Grimonprez

Rendered fromcfda.Rmdusingknitr::rmarkdownon Feb 27 2025.

Last update: 2024-11-22
Started: 2019-11-05