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DrBats

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Installation

About

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.

Key Metrics

Version 0.1.6
R ≥ 3.1.0
Published 2022-02-13 794 days ago
Needs compilation? no
License GPL-3
CRAN checks DrBats results

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Maintainer

Maintainer

Benedicte Fontez

benedicte.fontez@supagro.fr

Authors

Gabrielle Weinrott

aut

Brigitte Charnomordic
ctr
Benedicte Fontez

cre / aut

Nadine Hilgert
ctr
Susan Holmes
ctr
Isabelle Sanchez
ctr

Material

README
Reference manual
Package source

Vignettes

DrBats-Data_Simulation_and_Projection
DrBats Dimension Reduction
DrBats Project
DrBats Model Evaluation
DrBats Model Fit

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

DrBats archive

Depends

R ≥ 3.1.0
rstan

Imports

ade4
coda
MASS
Matrix
sde

Suggests

fda
ggplot2
knitr
parallel
rmarkdown
testthat