R Observatory: Metrics for bamlss version 1.2-5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

bamlss

1.2-5Package record

Bayesian Additive Models for Location, Scale, and Shape (and Beyond)

3packages dependsuggested by 1

36.2Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Nikolaus UmlaufCRAN page ↗Website ↗

Infrastructure for estimating probabilistic distributional regression models in a Bayesian framework. The distribution parameters may capture location, scale, shape, etc. and every parameter may depend on complex additive terms (fixed, random, smooth, spatial, etc.) similar to a generalized additive model. The conceptual and computational framework is introduced in Umlauf, Klein, Zeileis (2019) doi:10.1080/10618600.2017.1407325 and the R package in Umlauf, Klein, Simon, Zeileis (2021) doi:10.18637/jss.v100.i04.

Changes in 1.2-5

Improved family parsing and code touch ups.

From NEWS.md in the release

Install

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

install.packages("bamlss", 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-bamlss

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-bamlss

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-bamlss

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: 10.5 min · r-oldrel-macos-x86_64

Status changes

OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK12 OK2026-04-25

Show 1 earlier changeHide 1 earlier change

NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.2-5

READMENoVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 1.2-5Citation fileYes · cites a publicationWebsiteYes

Cites a JSS article

Help pages: 86includes a package overview page
Examples that run: 43%34 run in a plain check · 43 never run · 3 hold no code
Exported functions with examples: 93%
Documented parameters: 97%
Return-value docs: 71%
Help pages citing references: 26%

Vignettes (1)

First Steps

How these are measured

Downloads

36.2K

CRAN downloads in the past year

Rank #2,498 · ~99/day · ~3K/mo

Releases R versions

Daily download trend is not available in this view yet.

2.2K30 days

6.3K90 days

36.2K1 year

Compare downloads with other packages →

Also on630 r2u50 autocran4K conda_forge245 c2d4u

How downloads are counted

Dependencies

Declared dependencies

31 external dependencies (excludes base and recommended)

Installing bamlss adds 9 packages (6 with compiled code, 26 MB of source tarballs). Heaviest: BH 14 MB, sp 4.3 MB, MBA 3.3 MB.

Depends (5)

R >= 3.5.0coda colorspace distributions3mgcv

Imports (8)

Formula MBA mvtnorm spMatrixsurvivalmethodsparallel

LinkingTo (0)

none

Suggests (26)

bit ff fields gamlss gamlss.dist interp rjags BayesX mapdata maps sfnnetspatstat spdep zoo keras splines2 sdPrior statmod glogis glmnet scoringRules knitr rmarkdownMASStensorflow

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

3direct

0indirect

Depends 2 · Imports 1

Suggested by 1

Depends, Imports or LinkingTo, most downloaded first

gmfamm mevr MJMbamlss

Suggests, most downloaded first

betareg

How these are counted

Code & Tests

Datasets

People & History

People (7)

Nikolaus Umlauf

Author, Maintainer since 0.1-1 (2017)

Nadja Klein

Author

Thorsten Simon

Author · added in 1.0-0

Achim Zeileis

Author

Meike Koehler

Contributor

Stanislaus Stadlmann

Contributor · added in 1.0-1

Alexander Volkmann

Contributor · added in 1.2-1

Releases (21)

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
1.2-5Latest
record
2024-10-11 · current release · diff ↗
1.2-4
record
2024-04-29 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.2-3
record
2024-03-18 · diff ↗ ·
added 5 exports
dist_mvnchol, make_formula, mvn_chol, mvn_modchol, mvnchol_bamlss
1.2-2
record
2023-10-29 · diff ↗ ·
removed 2 exports
dl.bamlss, predict.dl.bamlss

added 4 exports
ZANBI_bamlss, ddnn, predict.ddnn, cv_ddnn
1.2-1
record
2023-07-04 · diff ↗ ·
added 1 export
BAMLSS
1.2-0
record
2023-06-13 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.1-9
record
2022-11-09 · diff ↗ ·
added 1 export
DGP_bamlss
1.1-8
record
2022-06-10 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.1-7
record
2022-04-08 · diff ↗ ·
added 1 export
ELF_bamlss
1.1-6
record
2021-11-24 · diff ↗
1.1-5
record
2021-09-21 · diff ↗ ·
added 2 exports
gumbel_bamlss, mix_bamlss

Show 16 earlier eventsHide 16 earlier events

R
R 4.1.0 released · 2021-05-18
1.1-4
record
2021-05-15 · diff ↗ ·
added 3 exports
trans_random, trans_AR1, AR1
1.1-3
record
2021-01-25 · diff ↗ ·
added 19 exports
opt_bfit, opt_bbfit, opt_bbfitp, sam_GMCMC, sam_JAGS, sam_BayesX, sam_MVNORM, opt_Cox, sam_Cox, Sichel_bamlss, GEV_bamlss, opt_JM, sam_JM, opt_boost, opt_boostm, opt_lasso, engines, gamlss_distributions, CRPS
R
R 4.0.0 released · 2020-04-24
1.1-2
record
2020-02-19 · diff ↗ ·
added 3 exports
contribplot, dirichlet_bamlss, logNN_bamlss
1.1-1
record
2019-11-13 · diff ↗ ·
added 1 export
bbfitp
1.1-0
record
2019-09-27 · diff ↗ ·
removed 16 exports
surv.transform, cox.mode, cox.mcmc, cox.predict, jm.mode, jm.mcmc, jm.survplot, jm.predict, boost.summary, boost.plot, boost.frame, lasso.plot, lasso.stop, lasso.coef, lasso.transform, bboost.plot

added 20 exports
surv_transform, cox_mode, cox_mcmc, cox_predict, jm_mode, jm_mcmc, jm_survplot, jm_predict, Crazy, boost_summary, boost_plot, boost_frame, lasso_plot, lasso_stop, lasso_coef, lasso_transform, bboost_plot, pathplot, response_name, smooth_check
1.0-2
record
2019-07-30 · diff ↗ ·
added 11 exports
bbfit, ALD_bamlss, AR1_bamlss, beta1_bamlss, dw_bamlss, nbinom_bamlss, ztnbinom_bamlss, lognormal_bamlss, weibull_bamlss, WAIC, smooth.construct.ms.smooth.spec
R
R 3.6.0 released · 2019-04-26
1.0-1
record
2018-10-12 · diff ↗ ·
removed 1 export
smooth.construct.nn.smooth.spec

added 15 exports
tx4, predictn, make_weights, lin, smooth.construct.linear.smooth.spec, rb, smooth.construct.randombits.smooth.spec, smooth.construct.kr.smooth.spec, Predict.matrix.kriging.smooth, boost2, lasso2, bayesx2, bboost, predict.bboost, bboost.plot
R
R 3.5.0 released · 2018-04-23
1.0-0
record
2018-04-13 · diff ↗ ·
removed 1 export
bfit_iwls_spam

added 10 exports
bfit_glmnet, glogis_bamlss, boostm, boost.frame, n, n.weights, dl.bamlss, predict.dl.bamlss, stabsel, smooth.construct.nn.smooth.spec
R
R 3.4.0 released · 2017-04-21
0.1-2
record
2017-04-14 · diff ↗ ·
added 3 exports
tx3, smooth.construct.tensorX3.smooth.spec, Predict.matrix.tensorX3.smooth
0.1-1
record
2017-02-22
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2017-02-22
Total releases: 21 / 9 yrs
License: GPL-2 | GPL-3 OSI
Minimum R: ≥ 3.5.0
Bundled data: 885 KB / 5 files
Download size: 1.5 MB

Appears in task views

Bayesian Inference Mixed, Multilevel, and Hierarchical Models in R

Cite

Cite this package

Run in R for the authors' entry:

citation("bamlss")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.18637/jss.v100.i04, 10.1080/10618600.2017.1407325, 10.1016/j.ecosta.2022.03.001.

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 bamlss version 1.2-5 [Data set]. HJJB, LLC. Data release v2026-10-19. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-19, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →