R Observatory: Metrics for DrBats version 0.1.6

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

DrBats

0.1.6Package record

Data Representation: Bayesian Approach That's Sparse

0packages depend

3.4Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Benedicte FontezCRAN page ↗

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.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("DrBats", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-drbats

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-DrBats

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-DrBats

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 3.6 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.6

READMEYes · 152 wordsVignettesYes · 5 · dynamicNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 15 (1 internal)
Examples that run: 100%11 run in a plain check
Exported functions with examples: 92%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 13%

Vignettes (5)

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

How these are measured

Downloads

3.4K

CRAN downloads in the past year

Rank #13,884 · ~9/day · ~283/mo

Releases R versions

Daily download trend is not available in this view yet.

29230 days

84490 days

3.4K1 year

Compare downloads with other packages →

Also on76 r2u6 autocran

How downloads are counted

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Installing DrBats adds 73 packages (42 with compiled code, 69 MB of source tarballs). Heaviest: BH 14 MB, ggplot2 6.0 MB, sp 4.3 MB.

Depends (2)

R >= 3.1.0rstan

Imports (5)

ade4 codaMASSMatrixsde

LinkingTo (0)

none

Suggests (6)

fda ggplot2 knitrparallelrmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (6)

Benedicte Fontez

Maintainer since 0.1.6 (2022), Author

Gabrielle Weinrott

Author

Brigitte Charnomordic

Contractor

Nadine Hilgert

Contractor

Susan Holmes

Contractor

Isabelle Sanchez

Contractor · added in 0.1.6

Previously maintained by Anne Bisson (0.1.5) and Gabrielle Weinrott (0.1.3 to 0.1.4).

Listed in earlier versions (1)

Anne Bisson

no longer listed · 0.1.5

Releases (4)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
0.1.6Latest
record
2022-02-13 · current release · diff ↗
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
0.1.5
record
2019-11-27 · diff ↗
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
0.1.4
record
2016-12-05 · diff ↗ ·
removed 2 exports
clean.mcmc, interval.pca.Deville
0.1.3
record
2016-05-18
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2016-05-18
Total releases: 4 / 10 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.1.0
Bundled data: 440 KB / 2 files
Download size: 554 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("DrBats")

Format

Fontez, B., Charnomordic, B., Hilgert, N., Holmes, S., Sanchez, I., & Weinrott, G. (2022). DrBats: Data Representation: Bayesian Approach That's Sparse (Version 0.1.6) [Computer software]. https://doi.org/10.32614/CRAN.package.DrBats

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for DrBats version 0.1.6 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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