R Observatory: Metrics for BayesSampling version 1.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

BayesSampling

1.1.0Package record

Bayes Linear Estimators for Finite Population

0packages depend

3.2Kdownloads / year

–test coverage

11/13flavors OK

Overview

About

Maintained by Pedro Soares FigueiredoCRAN page ↗GitHub ↗Website ↗

Allows the user to apply the Bayes Linear approach to finite population with the Simple Random Sampling - BLE_SRS() - and the Stratified Simple Random Sampling design - BLE_SSRS() - (both without replacement), to the Ratio estimator (using auxiliary information) - BLE_Ratio() - and to categorical data - BLE_Categorical(). The Bayes linear estimation approach is applied to a general linear regression model for finite population prediction in BLE_Reg() and it is also possible to achieve the design based estimators using vague prior distributions. Based on Gonçalves, K.C.M, Moura, F.A.S and Migon, H.S.(2014) https://www150.statcan.gc.ca/n1/en/catalogue/12-001-X201400111886.

Install

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

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

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

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("pedrosfig/BayesSampling")

Development version from pedrosfig/BayesSampling. Installs pak first if it is not already available.

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-bayessampling

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-BayesSampling

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-BayesSampling

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

2NOTE11OK

Check messages

NOTEdependencies in R coder-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc

Namespaces in Imports field not imported from:
  ‘MASS’ ‘Matrix’ ‘matrixcalc’ ‘stats’
All declared Imports should be used.

CRAN check page ↗

Slowest check: 2.1 min · r-release-macos-x86_64

Status changes

NOTE11 OK, 2 NOTENow
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.1.0

READMEYes · 1,266 wordsVignettesYes · 6 · dynamicNEWSNoCitation fileNoWebsiteYes

Help pages: 14
Examples that run: 100%5 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 43%

Vignettes (6)

How these are measured

Downloads

3.2K

CRAN downloads in the past year

Rank #14,062 · ~9/day · ~267/mo

Releases R versions

Daily download trend is not available in this view yet.

29030 days

84890 days

3.2K1 year

Compare downloads with other packages →

Also on92 r2u27 autocran

How downloads are counted

Repository

pedrosfig/bayessampling ↗Account: pedrosfig

1Stars

0Forks

0Open issues

0Open PRs

0Releases

64Commits

1Commit identities

rpackagebayesiansamplingestimator

64 commits · Last activity 2021-05-01

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: not measured
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2020-05-17 · 12026-07-07 · 1

How these are measured

PracticesBeta

3 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/pedrosfig/bayessampling on 2026-10-25.

Docs source (1)

README.Rmd

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Installing BayesSampling adds 1 package (0 with compiled code, 30 KB of source tarballs). Heaviest: matrixcalc 30 KB.

Depends (1)

R >= 3.5

Imports (4)

MASSMatrixstatsmatrixcalc

LinkingTo (0)

none

Suggests (3)

knitr rmarkdown TeachingSampling

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 (2)

Pedro Soares Figueiredo

Author, Maintainer since 1.0.0 (2020)

Kelly C. M. Gonçalves

Author, Thesis advisor

Releases (2)

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
R
R 4.1.0 released · 2021-05-18
1.1.0Latest
record
2021-05-01 · current release · diff ↗ ·
added 1 export
BLE_Categorical
1.0.0
record
2020-04-24
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2020-04-24
Total releases: 2 / 6 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.5
Bundled data: 611 KB / 1 file
Download size: 656 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("BayesSampling")

Format

Soares Figueiredo, P., & M. Gonçalves, K. C. (2021). BayesSampling: Bayes Linear Estimators for Finite Population (Version 1.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.BayesSampling

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 BayesSampling version 1.1.0 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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