smurf: Sparse Multi-Type Regularized Feature Modeling
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.
| Version: | 1.1.8 |
| Depends: | R (≥ 3.4) |
| Imports: | catdata, glmnet (≥ 4.0), graphics, MASS, Matrix, methods, mgcv, parallel, RColorBrewer, Rcpp (≥ 0.12.12), stats |
| LinkingTo: | Rcpp, RcppArmadillo (≥ 0.8.300.1.0) |
| Suggests: | bookdown, knitr, rmarkdown, roxygen2 (≥ 6.0.0), testthat |
| Published: | 2025-09-19 |
| DOI: | 10.32614/CRAN.package.smurf |
| Author: | Tom Reynkens 
[aut, cre],
Sander Devriendt [aut],
Katrien Antonio [aut] |
| Maintainer: | Tom Reynkens <tomreynkens.r at gmail.com> |
| BugReports: | https://gitlab.com/TReynkens/smurf/-/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://gitlab.com/TReynkens/smurf |
| NeedsCompilation: | yes |
| Materials: | NEWS |
| CRAN checks: | smurf results |
Documentation:
| Reference manual: | smurf.html , smurf.pdf |
| Vignettes: |
Introduction to the smurf package (source, R code) |
Downloads:
| Package source: | smurf_1.1.8.tar.gz |
| Windows binaries: | r-devel: smurf_1.1.8.zip, r-release: smurf_1.1.8.zip, r-oldrel: smurf_1.1.8.zip |
| macOS binaries: | r-release (arm64): smurf_1.1.8.tgz, r-oldrel (arm64): smurf_1.1.8.tgz, r-release (x86_64): smurf_1.1.8.tgz, r-oldrel (x86_64): smurf_1.1.8.tgz |
| Old sources: | smurf archive |
Reverse dependencies:
| Reverse imports: | airpart |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=smurf to link to this page.