R Observatory: Metrics for rstanbdp version 0.0.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

rstanbdp

0.0.3Package record

Bayesian Deming Regression for Method Comparison

0packages depend

2.5Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Giorgio PiodaCRAN page ↗

Regression methods to quantify the relation between two measurement methods are provided by this package. The focus is on a Bayesian Deming regressions family. With a Bayesian method the Deming regression can be run in a traditional fashion or can be run in a robust way just decreasing the degree of freedom d.f. of the sampling distribution. With d.f. = 1 an extremely robust Cauchy distribution can be sampled. Moreover, models for dealing with heteroscedastic data are also provided. For reference see G. Pioda (2024) https://piodag.github.io/bd1/.

Changes in 0.0.3

---

Added exponential error structure

option exponential added

Fixes

Average X,Y value weighted with variance for heteroscedastic models.
bdpSummary() extractor function added.
Graphical improvements of several plot functions.

From NEWS.md in the release

Install

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

install.packages("rstanbdp", 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-rstanbdp

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-rstanbdp

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-rstanbdp

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: 21.9 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-07-29
ERROR12 OK, 1 ERROR2026-07-27
OK13 OK2026-06-09

Show 7 earlier changesHide 7 earlier changes

ERROR12 OK, 1 ERROR2026-06-08
OK13 OK2026-05-06
WARNING12 OK, 1 WARNING2026-05-05
OK12 OK2026-04-25
NOTE11 OK, 3 NOTE2026-04-22
ERROR10 OK, 3 NOTE, 1 ERROR2026-04-18
NOTE11 OK, 3 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.0.3

READMEYes · 43 wordsVignettesNoNEWSYes · 100% structured · mentions 0.0.3Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 13includes a package overview page
Examples that run: 100%1 run in a plain check
Exported functions with examples: 10%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 15%

How these are measured

Downloads

2.5K

CRAN downloads in the past year

Rank #19,022 · ~7/day · ~206/mo

Releases R versions

Daily download trend is not available in this view yet.

20230 days

68990 days

2.5K1 year

Compare downloads with other packages →

Also on344 r2u6 autocran

How downloads are counted

Dependencies

Declared dependencies

13 external dependencies (excludes base and recommended)

Installing rstanbdp adds 98 packages (52 with compiled code, 98 MB of source tarballs). Heaviest: BH 14 MB, stringi 11 MB, ggplot2 6.0 MB.

Depends (1)

R >= 3.5.0

Imports (9)

methodsRcpp RcppParallel rstan (>= 2.18.1)rstantools rrcov mixtools bayestestRKernSmooth

LinkingTo (6)

BH Rcpp RcppEigen RcppParallel rstan StanHeaders (>= 2.18.0)

Suggests (0)

none

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 (1)

Giorgio Pioda

Author, Maintainer since 0.0.2 (2024)

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
0.0.3Latest
record
2024-07-26 · current release · diff ↗ ·
added 1 export
bdpSummary
R
R 4.4.0 released · 2024-04-24
0.0.2
record
2024-02-23
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2024-02-23
Total releases: 2 / 2 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 3.5.0
Bundled data: 0.3 KB / 1 file
Download size: 34 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("rstanbdp")

Format

Pioda, G. (2024). rstanbdp: Bayesian Deming Regression for Method Comparison (Version 0.0.3) [Computer software]. https://doi.org/10.32614/CRAN.package.rstanbdp

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 rstanbdp version 0.0.3 [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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