CRAN/E | BeSS

BeSS

Best Subset Selection in Linear, Logistic and CoxPH Models

Installation

About

An implementation of best subset selection in generalized linear model and Cox proportional hazard model via the primal dual active set algorithm proposed by Wen, C., Zhang, A., Quan, S. and Wang, X. (2020) doi:10.18637/jss.v094.i04. The algorithm formulates coefficient parameters and residuals as primal and dual variables and utilizes efficient active set selection strategies based on the complementarity of the primal and dual variables.

Citation BeSS citation info

Key Metrics

Version 2.0.4
R ≥ 3.0.0
Published 2024-01-11 99 days ago
Needs compilation? yes
License GPL-3
CRAN checks BeSS results

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Maintainer

Maintainer

Canhong Wen

wencanhong@gmail.com

Authors

Canhong Wen

aut / cre

Aijun Zhang

aut

Shijie Quan

aut

Xueqin Wang

aut

Material

README
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

BeSS archive

Depends

R ≥ 3.0.0

Imports

Rcpp ≥ 0.12.6
Matrix ≥ 1.2-6
glmnet
survival

LinkingTo

Rcpp
RcppEigen

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