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DrBats  

Data Representation: Bayesian Approach That's Sparse
View on CRAN: Click here


Download and install DrBats package within the R console
Install from CRAN:
install.packages("DrBats")

Install from Github:
library("remotes")
install_github("cran/DrBats")

Install by package version:
library("remotes")
install_version("DrBats", "0.1.6")



Attach the package and use:
library("DrBats")
Maintained by
Benedicte Fontez
[Scholar Profile | Author Map]
First Published: 2016-05-18
Latest Update: 2022-02-13
Description:
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.
How to cite:
Benedicte Fontez (2016). DrBats: Data Representation: Bayesian Approach That's Sparse. R package version 0.1.6, https://cran.r-project.org/web/packages/DrBats. Accessed 10 Jan. 2025.
Previous versions and publish date:
0.1.3 (2016-05-18 17:26), 0.1.4 (2016-12-05 18:28), 0.1.5 (2019-11-27 16:20)
Other packages that cited DrBats R package
View DrBats citation profile
Other R packages that DrBats depends, imports, suggests or enhances
Complete documentation for DrBats
Functions, R codes and Examples using the DrBats R package
Some associated functions: W.QR . calc.loglik . codaj . coinertia.drbats . drbats.simul . histoProj . modelFit . pca.Deville . pca.proj.Xt . postdens . stanfit . toydata . visW . visbeta . weighted.Deville . 
Some associated R codes: dimRed.R . modelEval.R . modelFit.R . simul.R . stanfit.R . toydata.R .  Full DrBats package functions and examples
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