R Observatory: Metrics for MDgof version 1.2.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

MDgof

1.2.1Package record

Various Methods for the Goodness-of-Fit Problem in D>1 Dimensions

0packages depend

2.8Kdownloads / year

31.0%test coverage

13/13flavors OK

Overview

About

Maintained by Wolfgang RolkeCRAN page ↗

Provides multivariate goodness-of-fit testing with a common interface for several test statistics. Null models may be simple or include parameter estimation, with p-values obtained by parametric bootstrap simulation. The function gof_test_adjusted_pvalue() combines several tests and computes a p-value adjusted for simultaneous inference. The function gof_power() estimates test power. The functions hybrid_test() and hybrid_power() use Monte Carlo samples under the null together with two-sample procedures. The function run.studies() supports systematic power comparisons of user-supplied and included methods across case studies. See the included vignettes for method details and references.

Install

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

install.packages("MDgof", 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-mdgof

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-MDgof

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-MDgof

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: 6.1 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-05-02

Show 3 earlier changesHide 3 earlier changes

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 1.2.1

READMENoVignettesYes · 4 · dynamicNEWSYes · 33% structured · does not mention 1.2.1Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 64 (18 internal)
Examples that run: 100%6 run in a plain check
Exported functions with examples: 25%
Documented parameters: 95%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (4)

How these are measured

Downloads

2.8K

CRAN downloads in the past year

Rank #6,529 · ~8/day · ~234/mo

Releases R versions

Daily download trend is not available in this view yet.

55530 days

1.3K90 days

2.8K1 year

Compare downloads with other packages →

Also on253 r2u5 autocran

How downloads are counted

Dependencies

Declared dependencies

13 external dependencies (excludes base and recommended)

Installing MDgof adds 56 packages (34 with compiled code, 47 MB of source tarballs). Heaviest: ggplot2 6.0 MB, igraph 4.8 MB, sp 4.3 MB.

Depends (1)

R >= 3.5

Imports (11)

Rcppparallelstatsmicrobenchmark spatstat.geom spatstat.explore FNN copula mvtnorm ggplot2 MD2sample (>= 1.4.0)

LinkingTo (1)

Rcpp

Suggests (3)

rmarkdown knitr testthat

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)

Wolfgang Rolke

Author, Maintainer since 1.0.0 (2026)

Releases (6)

Pick two releases to compare their code metrics.

1.2.1Latest
record
2026-10-14 · current release · diff ↗
1.2.0
record
2026-09-18 · diff ↗ ·
removed 6 exports
makeTSextra, power_pvals, signif_digits, simTS, simpvals, timecheck
1.1.0
record
2026-08-04 · diff ↗ ·
added 1 export
signif_digits
1.0.2
record
2026-06-25 · diff ↗
1.0.1
record
2026-06-03 · diff ↗
R
R 4.6.0 released · 2026-04-24
1.0.0
record
2026-02-12
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-02-12
Total releases: 6 / 1 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.5
Bundled data: 31 KB / 13 files
Download size: 198 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("MDgof")

Format

Rolke, W. (2026). MDgof: Various Methods for the Goodness-of-Fit Problem in D>1 Dimensions (Version 1.2.1) [Computer software]. https://doi.org/10.32614/CRAN.package.MDgof

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 MDgof version 1.2.1 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, 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 →