R Observatory: Metrics for SMNlmec version 1.0.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

SMNlmec

1.0.2

Scale Mixture of Normal Distribution in Linear Mixed-Effects Model

0packages depend

3Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Kelin ZhongFirst published 2024-11-264 releasesCRAN page ↗GitHub ↗

Bayesian analysis of censored linear mixed-effects models that replace Gaussian assumptions with a flexible class of distributions, such as the scale mixture of normal family distributions, considering a damped exponential correlation structure which was employed to account for within-subject autocorrelation among irregularly observed measures. For more details, see Kelin Zhong, Fernanda L. Schumacher, Luis M. Castro, Victor H. Lachos (2025) doi:10.1002/sim.10295.

Install

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

install.packages("SMNlmec", 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("KelinZhong/SMNlmec")

Development version from KelinZhong/SMNlmec. 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-smnlmec

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-SMNlmec

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-SMNlmec

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

Health

CRAN checks

13OK

Slowest check: 3.6 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

11

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 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: 50%
Documented parameters: 100%
Return-value docs: 100%
References docs: 43%

Downloads

3K

CRAN downloads in the past year

Rank #8,347 · ~8/day · ~248/mo

Releases R versions

Daily download trend is not available in this view yet.

22630 days

1.1K90 days

3K1 year

Compare downloads with other packages →

Also on121 r2u22 autocran

Repository

GitHub ↗ kelinzhong/smnlmec

0Stars

0Forks

0Open issues

0Open PRs

1Releases

67Commits

1Contributors

67 commits · Last activity 2026-05-02

Releases over time

2026-05-02 · 12026-07-07 · 1

Repository practices

Upstream repositoryBeta

Checks run against github.com/kelinzhong/smnlmec on 2026-08-16.

No development-tooling practices detected in the upstream repository.

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

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.2

Imports (11)

rstan StanHeaders MASS (>= 7.3-60)tmvtnorm mvtnorm mnormt (>= 2.1.1)methodsstatsLaplacesDemon TruncatedNormal numDeriv

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (5)

Maintainer (1)

Kelin Zhong

Author, Maintainer

Authors (5)

Author, Maintainer

Author

Author

Author

Fernanda L. Schumacher

Author

Package Timeline

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

1.0.2Latest
2026-05-03 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.0.1
2026-04-04 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.0.0
2025-01-30 · diff ↗
0.1.0
2024-11-26
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-11-26
Total releases: 4 / 2 yrs
License: GPL-3 OSI
Minimum R: ≥ 4.2
Bundled data: 6.6 KB / 2 files
Download size: 33 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("SMNlmec")

Format

Zhong, K., Carrasco, J. M. F., Castro, L. M., Lachos, V. H., & Schumacher, F. L. (2026). SMNlmec: Scale Mixture of Normal Distribution in Linear Mixed-Effects Model (Version 1.0.2) [Computer software]. https://doi.org/10.32614/CRAN.package.SMNlmec

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 SMNlmec version 1.0.2 [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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