Other packages > Find by keyword >

seagull  

Lasso, Group Lasso, and Sparse-Group Lasso for Mixed Models
View on CRAN: Click here


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

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

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



Attach the package and use:
library("seagull")
Maintained by
Jan Klosa
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-01-19
Latest Update:
Description:
Proximal gradient descent solver for the operators lasso, (fitted) group lasso, and (fitted) sparse-group lasso. The implementation involves backtracking line search and warm starts. Input data needs to be clustered/ grouped for each group lasso variant before calling these algorithms.
How to cite:
Jan Klosa (2020). seagull: Lasso, Group Lasso, and Sparse-Group Lasso for Mixed Models. R package version 1.1.0, https://cran.r-project.org/web/packages/seagull. Accessed 07 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:02), 1.0.3 (2020-01-19 17:20), 1.0.4 (2020-01-27 18:10), 1.0.5 (2020-01-31 18:00), 1.0.6 (2020-03-25 18:40), 1.1.0 (2021-04-20 14:10)
Other packages that cited seagull R package
View seagull citation profile
Other R packages that seagull depends, imports, suggests or enhances
Functions, R codes and Examples using the seagull R package
Some associated functions: genotypes . groups . lambda_max . lasso_variants . phenotypes . seagull . seagull_bisection . seagull_data . 
Some associated R codes: RcppExports.R . genotypes.R . groups.R . phenotypes.R . seagull.R . seagull_data.R . zzz.R .  Full seagull package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

BayesESS  
Determining Effective Sample Size
Determines effective sample size of a parametric prior distribution in Bayesian models. For a web-b ...
Download / Learn more Package Citations See dependency  
bbricks  
Bayesian Methods and Graphical Model Structures for Statistical Modeling
A set of frequently used Bayesian parametric and nonparametric model structures, as well as a set of ...
Download / Learn more Package Citations See dependency  
modelwordcloud  
Model Word Clouds
Makes a word cloud of text, sized by the frequency of the word, and colored either by user-specified ...
Download / Learn more Package Citations See dependency  
enrichwith  
Methods to Enrich R Objects with Extra Components
Provides the "enrich" method to enrich list-like R objects with new, relevant components. The curren ...
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  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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