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.

AuthorGabrielle Weinrott [aut, cre], Brigitte Charnomordic [aut], Benedicte Fontez [aut], Nadine Hilgert [aut], Susan Holmes [aut]
Date of publication2016-12-05 18:28:46
MaintainerGabrielle Weinrott <gabrielle.weinrott@supagro.inra.fr>
LicenseGPL-3
Version0.1.4

View on CRAN

Files

DrBats
DrBats/inst
DrBats/inst/doc
DrBats/inst/doc/DataSimulationandProjection.R
DrBats/inst/doc/DimensionReduction.Rmd
DrBats/inst/doc/ModelFit.html
DrBats/inst/doc/DataSimulationandProjection.html
DrBats/inst/doc/ModelEvaluation.Rmd
DrBats/inst/doc/DimensionReduction.html
DrBats/inst/doc/ModelFit.Rmd
DrBats/inst/doc/ModelFit.R
DrBats/inst/doc/ModelEvaluation.R
DrBats/inst/doc/DimensionReduction.R
DrBats/inst/doc/DrBats.Rmd
DrBats/inst/doc/DrBats.R
DrBats/inst/doc/ModelEvaluation.html
DrBats/inst/doc/DrBats.html
DrBats/inst/doc/DataSimulationandProjection.Rmd
DrBats/NAMESPACE
DrBats/data
DrBats/data/toydata.rda
DrBats/data/stanfit.rda
DrBats/R
DrBats/R/dimRed.R DrBats/R/modelEval.R DrBats/R/simul.R DrBats/R/toydata.R DrBats/R/stanfit.R DrBats/R/modelFit.R
DrBats/vignettes
DrBats/vignettes/DimensionReduction.Rmd
DrBats/vignettes/ModelEvaluation.Rmd
DrBats/vignettes/ModelFit.Rmd
DrBats/vignettes/DrBats.Rmd
DrBats/vignettes/DataSimulationandProjection.Rmd
DrBats/MD5
DrBats/build
DrBats/build/vignette.rds
DrBats/DESCRIPTION
DrBats/man
DrBats/man/coda.obj.Rd DrBats/man/drbats.simul.Rd DrBats/man/W.QR.Rd DrBats/man/modelFit.Rd DrBats/man/coinertia.drbats.Rd DrBats/man/postdens.Rd DrBats/man/pca.proj.Xt.Rd DrBats/man/toydata.Rd DrBats/man/weighted.Deville.Rd DrBats/man/calc.loglik.Rd DrBats/man/visbeta.Rd DrBats/man/histoProj.Rd DrBats/man/visW.Rd DrBats/man/stanfit.Rd DrBats/man/pca.Deville.Rd

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