R Observatory: Metrics for Certara.RsNLME.ModelExecutor version 3.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

Certara.RsNLME.ModelExecutor

3.1.0Package record

Execute Pharmacometric Models Using 'shiny'

0packages depend

3.3Kdownloads / year

27.3%test coverage

13/13flavors OK

Overview

About

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

Execute Nonlinear Mixed Effects (NLME) models for pharmacometrics using a 'shiny' interface. Specify engine parameters and select from different run options, including simple estimation, stepwise covariate search, bootstrapping, simulation, visual predictive check, and more. Models are executed using the 'Certara.RsNLME' package.

Install

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

install.packages("Certara.RsNLME.ModelExecutor", 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.rsnlme.modelexecutor

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.RsNLME.ModelExecutor

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

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

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 2.2 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-04
NOTE4 OK, 10 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 3.1.0

READMEYes · 68 wordsVignettesNoNEWSNoCitation fileNoWebsiteYes

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

How these are measured

Downloads

3.3K

CRAN downloads in the past year

Rank #8,335 · ~9/day · ~273/mo

Releases R versions

Daily download trend is not available in this view yet.

34730 days

1.1K90 days

3.3K1 year

Compare downloads with other packages →

Also on92 r2u

How downloads are counted

Repository

certara/r-rsnlme-model-executor ↗

Responsiveness

not measured

How these are measured

PracticesBeta

Repository github.com/certara/r-rsnlme-model-executor 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

23 external dependencies (excludes base and recommended)

Installing Certara.RsNLME.ModelExecutor adds 102 packages (47 with compiled code, 75 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

R >= 4.0

Imports (21)

Certara.RsNLME Certara.NLME8 shinyAce shinymeta bslib (>= 0.7.0)htmltools magrittr dplyr shiny shinyFiles shinyjs shinyWidgets stringrtoolsfs ggplot2 future promises reshape jsonlite DT

LinkingTo (0)

none

Suggests (3)

knitr rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (4)

James Craig

Author, Maintainer since 3.0.1 (2025)

Vitalii Nazarov

Author

Mike Talley

Author

Certara USA, Inc

Copyright holder, Funder

Releases (3)

Pick two releases to compare their code metrics.

3.1.0Latest
record
2026-05-27 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
3.0.2
record
2025-03-19 · diff ↗
3.0.1
record
2025-01-07
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2025-01-07
Total releases: 3 / 1 yrs
License: LGPL-3 OSI
Minimum R: ≥ 4.0
Download size: 35 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("Certara.RsNLME.ModelExecutor")

Format

Craig, J., Certara USA, Inc, Nazarov, V., & Talley, M. (2026). Certara.RsNLME.ModelExecutor: Execute Pharmacometric Models Using 'shiny' (Version 3.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.Certara.RsNLME.ModelExecutor

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.RsNLME.ModelExecutor version 3.1.0 [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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