R Observatory: Metrics for MBGapp version 0.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

MBGapp

0.1.0

Interactive 'shiny' Application for Model-Based Geostatistics

0packages depend

293downloads / year

87.5%test coverage

11/13checks pass

Overview

About

Maintained by Olatunji JohnsonFirst published 2026-07-111 releasesCRAN page ↗GitHub ↗

Provides an interactive 'shiny' application for teaching and applied analysis of geostatistical data. Users can explore spatial data, assess spatial correlation through the empirical variogram, fit model-based geostatistical models for continuous, prevalence and count outcomes, produce spatial predictions, and download reports. The methodology follows the model-based geostatistics framework of Diggle and Giorgi (2019, ISBN:9781138732353).

Install

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

install.packages("MBGapp", 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("olatunjijohnson/MBGapp")

Development version from olatunjijohnson/MBGapp. 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-mbgapp

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-MBGapp

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

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

Health

CRAN checks

2NOTE11OK

Failing flavors

NOTE r-devel-linux-x86_64-fedora-clang
NOTE r-devel-linux-x86_64-fedora-gcc

Slowest check: 53 s · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.44

87.5%

Coverage · measured lines

100%

Documentation · exports

19

Dependencies · direct

Check history

NOTE2026-07-11
6 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 380 wordsVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: not tracked
Return-value docs: 100%
References docs: 0%

Downloads

293

CRAN downloads in the past year

Rank #24,260 · ~1/day · ~24/mo

Releases R versions

Daily download trend is not available in this view yet.

21630 days

29390 days

2931 year

Compare downloads with other packages →

Also on9 r2u

Repository

GitHub ↗ olatunjijohnson/mbgapp

2Stars

1Forks

0Open issues

0Open PRs

0Releases

47Commits

1Contributors

47 commits · Last activity 2026-06-26

Repository practices

Upstream repositoryBeta

6 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/olatunjijohnson/mbgapp on 2026-08-16.

Continuous integration (2)

Travis CIAppVeyor

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

Show all practices

Coverage (1)

Codecov

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

Dependencies

Declared dependencies

20 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (19)

geoR ggplot2 shiny sf dplyr readr tidyr magrittr leaflet leafem tidyterra stars RiskMap terragrDevicesshinyjssplineshttr2 rmarkdown

LinkingTo (0)

none

Suggests (3)

INLA covr testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (3)

Maintainer (1)

Olatunji Johnson

Maintainer, Author

Authors (3)

Olatunji Johnson

Maintainer, Author

Claudio Fronterre

Author

Emanuele Giorgi

Author

Package Timeline

1 release. R releases are shown for context.

0.1.0Latest
2026-07-11 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-07-11
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Additional repositories: inla.r-inla-download.org
Download size: 337 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("MBGapp")

Format

Johnson, O., Fronterre, C., & Giorgi, E. (2026). MBGapp: Interactive 'shiny' Application for Model-Based Geostatistics (Version 0.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.MBGapp

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 MBGapp version 0.1.0 [Data set]. HJJB, LLC. Data release v2026-08-16. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-16, 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 →