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fuser  

Fused Lasso for High-Dimensional Regression over Groups
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("fuser", "1.0.1")



Attach the package and use:
library("fuser")
Maintained by
Frank Dondelinger
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-08-18
Latest Update: 2018-06-17
Description:
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) .
How to cite:
Frank Dondelinger (2017). fuser: Fused Lasso for High-Dimensional Regression over Groups. R package version 1.0.1, https://cran.r-project.org/web/packages/fuser. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0.0 (2017-08-18 02:06)
Other packages that cited fuser R package
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Other R packages that fuser depends, imports, suggests or enhances
Complete documentation for fuser
Functions, R codes and Examples using the fuser R package
Some associated functions: bigeigen . fusedL2DescentGLMNet . fusedLassoProximal . fusedLassoProximalIterationsTaken . generateBlockDiagonalMatrices . 
Some associated R codes: RcppExports.R . l1_fusion.R . l2_fusion.R .  Full fuser package functions and examples
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