Package: DrBats 0.1.6

DrBats: Data Representation: Bayesian Approach That's Sparse

Feed longitudinal data into a Bayesian Latent Factor Model to obtain a low-rank representation. Parameters are estimated using a Hamiltonian Monte Carlo algorithm with STAN. See G. Weinrott, B. Fontez, N. Hilgert and S. Holmes, "Bayesian Latent Factor Model for Functional Data Analysis", Actes des JdS 2016.

Authors:Gabrielle Weinrott [aut], Brigitte Charnomordic [ctr], Benedicte Fontez [cre, aut], Nadine Hilgert [ctr], Susan Holmes [ctr], Isabelle Sanchez [ctr]

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

Peer review:

Datasets:
  • stanfit - A stanfit object fitted to the toydata
  • toydata - A toy longitudinal data set

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

3.51 score 1 stars 13 scripts 206 downloads 12 exports 78 dependencies

Last updated 3 years agofrom:3a09e1e0e1. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 30 2024
R-4.5-winOKOct 30 2024
R-4.5-linuxOKOct 30 2024
R-4.4-winOKOct 30 2024
R-4.4-macOKOct 30 2024
R-4.3-winOKOct 30 2024
R-4.3-macOKOct 30 2024

Exports:coda.objcoinertia.drbatsdrbats.simulhistoProjmodelFitpca.Devillepca.proj.XtpostdensvisbetavisWW.QRweighted.Deville

Dependencies:abindade4ashbackportsBHbitopscallrcheckmatecliclustercodacolorspacedescdeSolvedistributionalfansifarverfdafdsFNNgenericsggplot2gluegridExtragtablehdrcdeinlineisobandkernlabKernSmoothkslabelinglatticelifecyclelocfitloomagrittrMASSMatrixmatrixStatsmclustmgcvmulticoolmunsellmvtnormnlmenumDerivpcaPPpillarpixmappkgbuildpkgconfigposteriorpracmaprocessxpsQuickJSRR6rainbowRColorBrewerRcppRcppArmadilloRcppEigenRcppParallelRCurlrlangrstanscalessdespStanHeaderstensorAtibbleutf8vctrsviridisLitewithrzoo

DrBats Dimension Reduction

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Rendered fromDimensionReduction.Rmdusingknitr::rmarkdownon Oct 30 2024.

Last update: 2022-02-13
Started: 2016-05-18

DrBats Model Evaluation

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Rendered fromModelEvaluation.Rmdusingknitr::rmarkdownon Oct 30 2024.

Last update: 2022-02-13
Started: 2016-05-18

DrBats Model Fit

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Rendered fromModelFit.Rmdusingknitr::rmarkdownon Oct 30 2024.

Last update: 2022-02-13
Started: 2016-05-18

DrBats Project

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Rendered fromDrBats.Rmdusingknitr::rmarkdownon Oct 30 2024.

Last update: 2022-02-13
Started: 2016-05-18

DrBats Data Simulation and Projection

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Rendered fromDataSimulationandProjection.Rmdusingknitr::rmarkdownon Oct 30 2024.

Last update: 2022-02-13
Started: 2016-05-18