Other packages > Find by keyword >

rpql  

Regularized PQL for Joint Selection in GLMMs
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("rpql", "0.8.3")



Attach the package and use:
library("rpql")
Maintained by
Francis Hui
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-10-07
Latest Update: 2025-07-26
Description:
Performs joint selection in Generalized Linear Mixed Models (GLMMs) using penalized likelihood methods. Specifically, the Penalized Quasi-Likelihood (PQL) is used as a loss function, and penalties are then augmented to perform simultaneous fixed and random effects selection. Regularized PQL avoids the need for integration (or approximations such as the Laplace's method) during the estimation process, and so the full solution path for model selection can be constructed relatively quickly.
How to cite:
Francis Hui (2016). rpql: Regularized PQL for Joint Selection in GLMMs. R package version 0.8.3, https://cran.r-project.org/web/packages/rpql. Accessed 04 Jun. 2026.
Previous versions and publish date:
0.5 (2016-10-07 09:23), 0.6 (2018-04-23 12:47), 0.7.1 (2020-06-05 07:10), 0.7 (2018-12-05 23:00), 0.8.1 (2023-08-20 00:50), 0.8.2 (2025-07-26 08:10), 0.8 (2020-06-16 15:10)
Other packages that cited rpql R package
View rpql citation profile
Other R packages that rpql depends, imports, suggests or enhances
Complete documentation for rpql
Functions, R codes and Examples using the rpql R package
Some associated functions: build.start.fit . calc.marglogL . gendat.glmm . lseq . nb2 . rpql-package . rpql . rpqlseq . summary.rpql . 
Some associated R codes: RcppExports.R . auxilaryfunctions.R . hiddenfunctions.R . rpql-main.R . summaryfunctions.R .  Full rpql package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

golem  
A Framework for Robust Shiny Applications
An opinionated framework for building a production-ready 'Shiny' application. This package contains ...
Download / Learn more Package Citations See dependency  
shinybusy  
Busy Indicators and Notifications for 'Shiny' Applications
Add indicators (spinner, progress bar, gif) in your 'shiny' applications to show the user that the ...
Download / Learn more Package Citations See dependency  
murphydiagram  
Murphy Diagrams for Forecast Comparisons
Data and code for the paper by Ehm, Gneiting, Jordan and Krueger ('Of Quantiles and Expectiles: Con ...
Download / Learn more Package Citations See dependency  
phers  
Calculate Phenotype Risk Scores
Use phenotype risk scores based on linked clinical and genetic data to study Mendelian disease and ...
Download / Learn more Package Citations See dependency  
crplyr  
A 'dplyr' Interface for Crunch
In order to facilitate analysis of datasets hosted on the Crunch data platform ...
Download / Learn more Package Citations See dependency  
AMPLE  
Shiny Apps to Support Capacity Building on Harvest Control Rules
Three Shiny apps are provided that introduce Harvest Control Rules (HCR) for fisheries management. ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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