Other packages > Find by keyword >

plsmmLasso  

Variable Selection and Inference for Partial Semiparametric Linear Mixed-Effects Model
View on CRAN: Click here


Download and install plsmmLasso package within the R console
Install from CRAN:
install.packages("plsmmLasso")

Install from Github:
library("remotes")
install_github("cran/plsmmLasso")

Install by package version:
library("remotes")
install_version("plsmmLasso", "1.1.0")



Attach the package and use:
library("plsmmLasso")
Maintained by
Sami Leon
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-04-04
Latest Update: 2024-06-04
Description:
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.
How to cite:
Sami Leon (2024). plsmmLasso: Variable Selection and Inference for Partial Semiparametric Linear Mixed-Effects Model. R package version 1.1.0, https://cran.r-project.org/web/packages/plsmmLasso. Accessed 04 Oct. 2026.
Previous versions and publish date:
(2026-07-10 12:09), 1.0.0 (2024-04-04 19:53), 1.1.0 (2024-06-04 11:45)
Other packages that cited plsmmLasso R package
View plsmmLasso citation profile
Other R packages that plsmmLasso depends, imports, suggests or enhances
Complete documentation for plsmmLasso
Functions, R codes and Examples using the plsmmLasso R package
Full plsmmLasso package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

skilljaR  
Connect to Your 'Skilljar' Data
Functions that simplify calls to the 'Skilljar' API. See < ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
rWishart  
Random Wishart Matrix Generation
An expansion of R's 'stats' random wishart matrix generation. This package allows the user to gener ...
Download / Learn more Package Citations See dependency  
plotbb  
Grammar of Graphics for 'base' Plot
Proof of concept for implementing grammar of graphics using base plot. The bbplot() function initial ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA