Package: cfda 0.11.0

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✨
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NEWS

Peer review:

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

On CRAN:

categorical-datafunctional-data-analysishacktoberfest

19 exports 3 stars 1.03 score 54 dependencies 3 scripts 353 downloads

Last updated 12 months agofrom:e02247af4d. Checks:OK: 5 NOTE: 2. Indexed: yes.

Exports:compute_durationcompute_number_jumpscompute_optimal_encodingcompute_time_spentconvertToCfdcut_dataestimate_Markovestimate_ptgenerate_2Stategenerate_Markovget_encodingget_statematrixToCfdplotComponentplotDataplotEigenvaluesremove_duplicated_statesstatetablesummary_cfd

Dependencies:ashbitopscliclustercolorspacedeSolvediagramexpmfansifarverfdafdsFNNggplot2gluegtablehdrcdeisobandkernlabKernSmoothkslabelinglatticelifecyclelocfitmagrittrMASSMatrixmclustmgcvmsmmulticoolmunsellmvtnormnlmepbapplypcaPPpillarpkgconfigpracmaR6rainbowRColorBrewerRcppRCurlrlangscalesshapesurvivaltibbleutf8vctrsviridisLitewithr