CRAN/E | STOPES

STOPES

Selection Threshold Optimized Empirically via Splitting

Installation

About

Implements variable selection procedures for low to moderate size generalized linear regressions models. It includes the STOPES functions for linear regression (Capanu M, Giurcanu M, Begg C, Gonen M, Optimized variable selection via repeated data splitting, Statistics in Medicine, 2020, 19(6):2167-2184) as well as subsampling based optimization methods for generalized linear regression models (Marinela Capanu, Mihai Giurcanu, Colin B Begg, Mithat Gonen, Subsampling based variable selection for generalized linear models).

Key Metrics

Version 0.2
Published 2022-05-27 705 days ago
Needs compilation? no
License GPL-2
CRAN checks STOPES results

Downloads

Yesterday 4 -64%
Last 7 days 40 -18%
Last 30 days 133 +3%
Last 90 days 350 -45%
Last 365 days 1.751 -30%

Maintainer

Maintainer

Marinela Capanu

capanum@mskcc.org

Authors

Marinela Capanu

aut / cre

Mihai Giurcanu

aut / ctb

Colin Begg

aut

Mithat Gonen

aut

Material

Reference manual
Package source

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

STOPES archive

Imports

MASS
cvTools
glmnet
changepoint