R Observatory: Metrics for nlmeVPC version 2.8

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

nlmeVPC

2.8

Visual Model Checking for Nonlinear Mixed Effect Model

0packages depend

3.2Kdownloads / year

67.0%test coverage

11/13checks pass

Overview

About

Maintained by Eun-Kyung LeeFirst published 2021-11-045 releasesCRAN page ↗

Various visual and numerical diagnosis methods for the nonlinear mixed effect model, including visual predictive checks, numerical predictive checks, and coverage plots (Karlsson and Holford, 2008, https://www.page-meeting.org/?abstract=1434).

Install

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

install.packages("nlmeVPC", 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-nlmevpc

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-nlmeVPC

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-nlmeVPC

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

Health

CRAN checks

2NOTE11OK

Failing flavors

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

Slowest check: 7.5 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 0.03

67.0%

Coverage · measured lines

100%

Documentation · exports

6

Dependencies · direct

Check history

NOTE2026-07-11
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 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

Show 3 earlier snapshots

OK2026-04-16
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-03-28
13 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 63%

Downloads

3.2K

CRAN downloads in the past year

Rank #12,572 · ~9/day · ~264/mo

Releases R versions

Daily download trend is not available in this view yet.

22030 days

79490 days

3.2K1 year

Compare downloads with other packages →

Also on422 r2u3 autocran22 c2d4u

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Depends (2)

R >= 3.5.0Hmisc

Imports (5)

quantreg optimx ggplot2 Rcpp timeDate

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (1)

testit

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Eun-Kyung Lee

Author, Maintainer

Authors (2)

Eun-Kyung Lee

Author, Maintainer

Eun-Hwa Kang

Author

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
2.8Latest
2025-09-18 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
2.6
2022-12-22 · diff ↗
2.5
2022-09-20 · diff ↗
2.3
2022-09-07 · diff ↗
R
R 4.2.0 released · 2022-04-22
2.2
2021-11-04
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-11-04
Total releases: 5 / 5 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5.0
Bundled data: 93 KB / 2 files
Download size: 123 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Analysis of Pharmacokinetic Data

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("nlmeVPC")

Format

Lee, E., & Kang, E. (2025). nlmeVPC: Visual Model Checking for Nonlinear Mixed Effect Model (Version 2.8) [Computer software]. https://doi.org/10.32614/CRAN.package.nlmeVPC

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 nlmeVPC version 2.8 [Data set]. HJJB, LLC. Data release v2026-08-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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