Learn R Programming

⚠️There's a newer version (1.1.2) of this package.Take me there.

bigstep (version 0.5.0)

Stepwise Selection for Large Data Sets

Description

Selecting 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. Special selection strategy is available, faster than classical stepwise procedure.

Copy Link

Version

Install

install.packages('bigstep')

Monthly Downloads

435

Version

0.5.0

License

GPL-3

Maintainer

Piotr Szulc

Last Published

October 27th, 2016

Functions in bigstep (0.5.0)

transposeBigMatrix

Transpose a big matrix
maic

mAIC
bigstep

Model selection
mbic2

mBIC2
bic

BIC
mbic

mBIC
doSingleTests

Single tests
aic

AIC
selectModel

Model selection
maic2

mAIC2