Other packages > Find by keyword >

smurf  

Sparse Multi-Type Regularized Feature Modeling
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("smurf", "1.1.8")



Attach the package and use:
library("smurf")
Maintained by
Tom Reynkens
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-12-09
Latest Update: 2025-02-23
Description:
Implementation of the SMuRF algorithm of Devriendt et al. (2021) <doi:10.1016/j.insmatheco.2020.11.010> to fit generalized linear models (GLMs) with multiple types of predictors via regularized maximum likelihood.
How to cite:
Tom Reynkens (2018). smurf: Sparse Multi-Type Regularized Feature Modeling. R package version 1.1.8, https://cran.r-project.org/web/packages/smurf. Accessed 06 Mar. 2026.
Previous versions and publish date:
1.0.0 (2018-12-09 17:00), 1.0.1 (2019-05-11 13:50), 1.0.2 (2019-11-25 13:40), 1.0.3 (2020-02-07 11:30), 1.0.4 (2020-02-12 16:10), 1.0.5 (2020-03-19 15:30), 1.0.6 (2020-05-17 03:30), 1.0.7 (2020-11-24 11:00), 1.1.0 (2021-03-12 21:00), 1.1.1 (2021-03-28 06:00), 1.1.2 (2021-04-18 04:10), 1.1.3 (2022-05-06 13:20), 1.1.4 (2023-01-30 09:40), 1.1.5 (2023-03-22 18:00), 1.1.6 (2024-12-02 10:20), 1.1.7 (2025-02-23 19:00)
Other packages that cited smurf R package
View smurf citation profile
Other R packages that smurf depends, imports, suggests or enhances
Complete documentation for smurf
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
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  
lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  
mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

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