Other packages > Find by keyword >

combss  

Continuous Optimisation Towards Best Subset Selection
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("combss", "0.1.0")



Attach the package and use:
library("combss")
Maintained by
Benoit Liquet
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-05-11
Latest Update: 2026-05-11
Description:
Best subset selection in generalised linear models via continuous optimisation. Reformulates the NP-hard discrete subset selection problem as a continuous optimisation over the hypercube [0,1]^p, solved via a Frank-Wolfe homotopy algorithm with closed-form ridge inner solves. Supports linear (Gaussian), binary logistic, and multinomial regression. For methodological details see Moka, Liquet, Zhu and Muller (2024) <doi:10.1007/s11222-024-10387-8> and Mathur, Liquet, Muller and Moka (2026) <doi:10.48550/arXiv.2603.21952>.
How to cite:
Benoit Liquet (2026). combss: Continuous Optimisation Towards Best Subset Selection. R package version 0.1.0, https://cran.r-project.org/web/packages/combss. Accessed 12 Sep. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited combss R package
View combss citation profile
Other R packages that combss depends, imports, suggests or enhances
Complete documentation for combss
Functions, R codes and Examples using the combss R package
Full combss package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

electionsBR  
R Functions to Download and Clean Brazilian Electoral Data
Offers a set of functions to easily download and clean Brazilian electoral data from the Superior E ...
Download / Learn more Package Citations See dependency  
unikn  
Graphical Elements of the University of Konstanz's Corporate Design
Define and use graphical elements of corporate design manuals in R. The 'unikn' package provides col ...
Download / Learn more Package Citations See dependency  
NScluster  
Simulation and Estimation of the Neyman-Scott Type Spatial Cluster Models
Simulation and estimation for Neyman-Scott spatial cluster point process models and their extension ...
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  
mixl  
Simulated Maximum Likelihood Estimation of Mixed Logit Models for Large Datasets
Specification and estimation of multinomial logit models. Large datasets and complex models are su ...
Download / Learn more Package Citations See dependency  
qdapTools  
Tools for the 'qdap' Package
A collection of tools associated with the 'qdap' package that may be useful outside of the context ...
Download / Learn more Package Citations See dependency  

28,480

R Packages

239,283

Dependencies

75,677

Author Associations

28,481

Publication Badges

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