R Observatory: Metrics for mrbsizeR version 1.3.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

mrbsizeR

1.3.1

Scale Space Multiresolution Analysis of Random Signals

0packages depend

2.6Kdownloads / year

9.9%test coverage

13/13checks pass

Overview

About

Maintained by Roman FluryFirst published 2017-04-038 releasesCRAN page ↗GitHub ↗

A method for the multiresolution analysis of spatial fields and images to capture scale-dependent features. mrbsizeR is based on scale space smoothing and uses differences of smooths at neighbouring scales for finding features on different scales. To infer which of the captured features are credible, Bayesian analysis is used. The scale space multiresolution analysis has three steps: (1) Bayesian signal reconstruction. (2) Using differences of smooths, scale-dependent features of the reconstructed signal can be found. (3) Posterior credibility analysis of the differences of smooths created. The method has first been proposed by Holmstrom, Pasanen, Furrer, Sain (2011) DOI:10.1016/j.csda.2011.04.011 and extended in Flury, Gerber, Schmid and Furrer (2021) DOI:10.1016/j.spasta.2020.100483.

Install

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

install.packages("mrbsizeR", 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("romanflury/mrbsizeR")

Development version from romanflury/mrbsizeR. 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-mrbsizer

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

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-mrbsizeR

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-mrbsizeR

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 4.7 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 0.09

9.9%

Coverage · measured lines

100%

Documentation · exports

7

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-04-22
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 25 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 0%

Downloads

2.6K

CRAN downloads in the past year

Rank #13,884 · ~7/day · ~217/mo

Releases R versions

Daily download trend is not available in this view yet.

16930 days

73990 days

2.6K1 year

Compare downloads with other packages →

Also on404 r2u15 autocran

Repository

GitHub ↗ romanflury/mrbsizer

1Stars

0Forks

2Open issues

0Open PRs

0Releases

35Commits

3Contributors

35 commits · Last activity 2026-07-06

Stars over time

2023-05-31 · 12026-07-07 · 1

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/romanflury/mrbsizer on 2026-08-09.

Continuous integration (1)

Travis CI

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Depends (2)

R >= 3.0.0maps

Imports (6)

fieldsstatsgrDevicesgraphicsmethodsRcpp

LinkingTo (1)

Rcpp

Suggests (3)

knitr rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (4)

Maintainer (1)

Roman Flury

Maintainer, Author · added in 1.1.0

Authors (2)

Roman Flury

Maintainer, Author · added in 1.1.0

Thimo Schuster

Author

Contributors (2)

Reinhard Furrer

Contributor

Leena Pasanen

Contributor

Package Timeline

8 releases. Pick two to compare their code metrics. R releases are shown for context.

1.3.1Latest
2026-07-06 · current release · diff ↗
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
1.3
2024-02-14 · diff ↗
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
R
R 4.0.0 released · 2020-04-24
1.2.1.1
2020-04-01 · diff ↗
1.2.1
2019-12-13 · diff ↗
1.2
2019-12-06 · diff ↗
R
R 3.6.0 released · 2019-04-26
1.1.1
2018-05-02 · diff ↗
1.1.0
2018-04-30 · diff ↗
R
R 3.5.0 released · 2018-04-23

Show 3 earlier events

R
R 3.4.0 released · 2017-04-21
1.0.1
2017-04-03
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2017-04-03
Total releases: 8 / 9 yrs
License: GPL-2 OSI
Minimum R: ≥ 3.0.0
Download size: 1.3 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("mrbsizeR")

Format

Flury, R., Furrer, R., Pasanen, L., & Schuster, T. (2026). mrbsizeR: Scale Space Multiresolution Analysis of Random Signals (Version 1.3.1) [Computer software]. https://doi.org/10.32614/CRAN.package.mrbsizeR

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 mrbsizeR version 1.3.1 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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