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SplitGLM  

Split Generalized Linear Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SplitGLM", "1.0.5")



Attach the package and use:
library("SplitGLM")
Maintained by
Anthony Christidis
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-02-09
Latest Update: 2022-11-22
Description:
Functions to compute split generalized linear models. The approach fits generalized linear models that split the covariates into groups. The optimal split of the variables into groups and the regularized estimation of the coefficients are performed by minimizing an objective function that encourages sparsity within each group and diversity among them. Example applications can be found in Christidis et al. (2021) <doi:10.48550/arXiv.2102.08591>.
How to cite:
Anthony Christidis (2021). SplitGLM: Split Generalized Linear Models. R package version 1.0.5, https://cran.r-project.org/web/packages/SplitGLM. Accessed 31 Jan. 2025.
Previous versions and publish date:
1.0.0 (2021-02-09 11:00), 1.0.1 (2021-02-12 17:50), 1.0.2 (2021-02-27 06:20), 1.0.3 (2022-05-15 01:20), 1.0.4 (2022-06-02 05:10)
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