CRAN/E | bigstep

bigstep

Stepwise Selection for Large Data Sets

Installation

About

Selecting linear and generalized linear models for large data sets using modified stepwise procedure and modern selection criteria (like modifications of Bayesian Information Criterion). Selection can be performed on data which exceed RAM capacity.

github.com/pmszulc/bigstep
Bug report File report

Key Metrics

Version 1.1.0
R ≥ 3.5.0
Published 2023-03-28 367 days ago
Needs compilation? no
License GPL-3
CRAN checks bigstep results

Downloads

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Maintainer

Maintainer

Piotr Szulc

piotr.michal.szulc@gmail.com

Authors

Piotr Szulc

aut / cre

Material

README
NEWS
Reference manual
Package source

Vignettes

The stepwise procedure for big data

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

bigstep archive

Depends

R ≥ 3.5.0

Imports

bigmemory
magrittr
matrixStats
R.utils
RcppEigen
stats
utils

Suggests

devtools
knitr
rmarkdown
testthat

Reverse Imports

stabiliser