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smurf

Sparse Multi-Type Regularized Feature Modeling

v1.1.8 · Sep 19, 2025 · GPL (>= 2)
CRAN GitHub Mirror

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.

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CRAN Check Status

14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies catdata glmnet MASS Matrix mgcv RColorBrewer Rcpp smurf

Version History

new 1.1.8 Mar 10, 2026
updated 1.1.8 ← 1.1.7 diff Sep 18, 2025
updated 1.1.7 ← 1.1.6 diff Feb 22, 2025
updated 1.1.6 ← 1.1.5 diff Dec 1, 2024
updated 1.1.5 ← 1.1.4 diff Mar 21, 2023
updated 1.1.4 ← 1.1.3 diff Jan 29, 2023
updated 1.1.3 ← 1.1.2 diff May 5, 2022
updated 1.1.2 ← 1.1.1 diff Apr 17, 2021
updated 1.1.1 ← 1.1.0 diff Mar 27, 2021
updated 1.1.0 ← 1.0.7 diff Mar 11, 2021
updated 1.0.7 ← 1.0.6 diff Nov 23, 2020
updated 1.0.6 ← 1.0.5 diff May 16, 2020
updated 1.0.5 ← 1.0.4 diff Mar 18, 2020
updated 1.0.4 ← 1.0.3 diff Feb 11, 2020
updated 1.0.3 ← 1.0.2 diff Feb 6, 2020
updated 1.0.2 ← 1.0.1 diff Nov 24, 2019
updated 1.0.1 ← 1.0.0 diff May 10, 2019
new 1.0.0 Dec 8, 2018