R Observatory: Metrics for Certara.ModelResults version 3.0.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

Certara.ModelResults

3.0.1Package record

Generate Diagnostics for Pharmacometric Models Using 'shiny'

0packages depend

2.8Kdownloads / year

4.7%test coverage

13/13flavors OK

Overview

About

Maintained by James CraigCRAN page ↗Website ↗Declared funder: Certara USA, Inc

Utilize the 'shiny' interface to generate Goodness of Fit (GOF) plots and tables for Non-Linear Mixed Effects (NLME / NONMEM) pharmacometric models. From the interface, users can customize model diagnostics and generate the underlying R code to reproduce the diagnostic plots and tables outside of the 'shiny' session. Model diagnostics can be included in a 'rmarkdown' document and rendered to desired output format.

Install

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

install.packages("Certara.ModelResults", 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-certara.modelresults

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-Certara.ModelResults

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-Certara.ModelResults

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: 2.8 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 3.0.1

READMEYes · 413 wordsVignettesNoNEWSNoCitation fileNoWebsiteYes

Help pages: 7
Examples that run: 100%4 run in a plain check (2 of them under a condition)
Exported functions with examples: 80%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

How these are measured

Downloads

2.8K

CRAN downloads in the past year

Rank #14,634 · ~8/day · ~235/mo

Releases R versions

Daily download trend is not available in this view yet.

34930 days

82390 days

2.8K1 year

Compare downloads with other packages →

Also on159 r2u10 autocran

How downloads are counted

Repository

certara/r-model-results ↗

Responsiveness

not measured

How these are measured

PracticesBeta

Repository github.com/certara/r-model-results is linked, but repository-practices checks have not run for it yet.

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

Dependencies

Declared dependencies

24 external dependencies (excludes base and recommended)

Installing Certara.ModelResults adds 131 packages (60 with compiled code, 111 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

R >= 4.0

Imports (21)

colourpicker shinyAce shinymeta Certara.Xpose.NLME xpose dplyr flextable shinyjquigrDevicesggplot2 plotly magrittr scales shiny shinyjs shinyWidgets shinyTree sortable tidyr rlang bslib

LinkingTo (0)

none

Suggests (4)

knitr rmarkdown testthat Certara.RsNLME

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 (4)

James Craig

Author, Maintainer since 3.0.1 (2025)

Mike Talley

Author

Shuhua Hu

Contributor

Certara USA, Inc

Copyright holder, Funder

Releases (1)

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
3.0.1Latest
record
2025-03-03 · current release
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2025-03-03
Total releases: 1 / 1 yrs
License: LGPL-3 OSI
Minimum R: ≥ 4.0
Bundled data: 347 KB / 2 files
Download size: 499 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("Certara.ModelResults")

Format

Craig, J., Certara USA, Inc, Hu, S., & Talley, M. (2025). Certara.ModelResults: Generate Diagnostics for Pharmacometric Models Using 'shiny' (Version 3.0.1) [Computer software]. https://doi.org/10.32614/CRAN.package.Certara.ModelResults

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 Certara.ModelResults version 3.0.1 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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