CRAN/E | fuser

fuser

Fused Lasso for High-Dimensional Regression over Groups

Installation

About

Enables high-dimensional penalized regression across heterogeneous subgroups. Fusion penalties are used to share information about the linear parameters across subgroups. The underlying model is described in detail in Dondelinger and Mukherjee (2017) .

Key Metrics

Version 1.0.1
R ≥ 3.2.0
Published 2018-06-17 1813 days ago
Needs compilation? yes
License GPL-3
CRAN checks fuser results

Downloads

Last 24 hours 0 -100%
Last 7 days 42 -2%
Last 30 days 195 +2%
Last 90 days 584 +21%
Last 365 days 2.489 -38%

Maintainer

Maintainer

Frank Dondelinger

fdondelinger.work@gmail.com

Authors

Frank Dondelinger

aut / cre

Olivier Wilkinson

aut

Material

README
NEWS
Reference manual
Package source

Vignettes

Fuser Subgroup Prediction

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

fuser archive

Depends

R ≥ 3.2.0

Imports

Matrix
irlba
Rcpp
glmnet
RSpectra

Suggests

testthat
ggplot2
knitr
rmarkdown

LinkingTo

Rcpp
RcppEigen