SplitGLM
Split Generalized Linear Models
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.
- Version1.0.5
- R versionunknown
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?Yes
- Last release11/22/2022
Documentation
Team
Anthony Christidis
MaintainerShow author detailsStefan Van Aelst
Show author detailsRolesAuthorRuben Zamar
Show author detailsRolesAuthor
Insights
Last 30 days
This package has been downloaded 260 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 21 times.
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Last 365 days
This package has been downloaded 2,599 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Apr 01, 2025 with 59 downloads.
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Dependencies
- Imports1 package
- Suggests3 packages
- Linking To2 packages
- Reverse Imports1 package