R Observatory: Metrics for plsmmLasso version 1.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

This package was removed from CRAN on 2026-07-10. Its history is shown below.

Reason: requires archived package 'scalreg'

Details below reflect version 1.1.0, its last release before removal.

plsmmLasso

1.1.0Package record

Variable Selection and Inference for Partial Semiparametric Linear Mixed-Effects Model

0packages depend

1.4Kdownloads / year

–test coverage

–flavors OK

Overview

About

Maintained by Sami LeonCRAN page ↗GitHub ↗

Implements a partial linear semiparametric mixed-effects model (PLSMM) featuring a random intercept and applies a lasso penalty to both the fixed effects and the coefficients associated with the nonlinear function. The model also accommodates interactions between the nonlinear function and a grouping variable, allowing for the capture of group-specific nonlinearities. Nonlinear functions are modeled using a set of bases functions. Estimation is conducted using a penalized Expectation-Maximization algorithm, and the package offers flexibility in choosing between various information criteria for model selection. Post-selection inference is carried out using a debiasing method, while inference on the nonlinear functions employs a bootstrap approach.

Changes in 1.1.0

plot_fit() and test_f() plots now have an additional argument show_obs for the scale of the x-axis.
test_f() can be used even when the groups in name_group_var have different timepoints.
The example in tune_plsmm() was fixed.
Fixed some typos.

From NEWS.md in the release

Install

R (source archive)pak (dev)

url <- "https://cran.r-project.org/src/contrib/Archive/plsmmLasso/plsmmLasso_1.1.0.tar.gz"
pkgFile <- "plsmmLasso_1.1.0.tar.gz"
download.file(url, pkgFile)
install.packages(pkgFile, type = "source", repos = NULL)

This package is no longer on CRAN, so install.packages() cannot fetch it by name. This downloads the last archived source (1.1.0) and builds it locally. Install its dependencies first, and note that building from source needs the usual compiler toolchain.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("Sami-Leon/plsmmLasso")

Development version from Sami-Leon/plsmmLasso. Installs pak first if it is not already available.

Health

CRAN checks

CRAN check results are not tracked yet.

Status changes

OK13 OK2026-06-08
ERROR12 OK, 1 ERROR2026-06-07
OK13 OK2026-05-11
WARNING12 OK, 1 WARNING2026-05-10
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.1.0

READMEYes · 675 wordsVignettesNoNEWSYes · 100% structured · mentions 1.1.0Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 8
Examples that run: 100%8 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

How these are measured

Downloads

1.4K

CRAN downloads in the past year

Rank #25,761 · ~4/day · ~119/mo

Releases R versions

Daily download trend is not available in this view yet.

030 days

090 days

1.4K1 year

Compare downloads with other packages →

Also on66 r2u3 autocran

How downloads are counted

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (9)

dplyr ggplot2 glmnet hdiMASSmvtnorm rlang scalregstats

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

–indirect (not tracked)

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (2)

Sami Leon

Tong Tong Wu

Thesis advisor

Releases (2)

Pick two releases to compare their code metrics.

archivedRemoved from CRAN
2026-07-10
requires archived package 'scalreg'
R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
1.1.0
record
2024-06-04 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.0.0
record
2024-04-04
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2024-04-04
Total releases: 2 / 2 yrs
License: GPL (>= 3) OSI
Download size: 635 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("plsmmLasso")

Format

Leon, S., & Wu, T. T. (n.d.). plsmmLasso: Variable Selection and Inference for Partial Semiparametric Linear Mixed-Effects Model (Version 1.1.0) [Computer software]. Retrieved October 27, 2026, from https://CRAN.R-project.org/package=plsmmLasso

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 plsmmLasso version 1.1.0 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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