VIF: VIF Regression: A Fast Regression Algorithm For Large Data

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This package implements a fast regression algorithm for building linear model for large data as defined in the paper "VIF-Regression: A Fast Regression Algorithm for Large Data (2011), Journal of the American Statistical Association, Vol. 106, No. 493: 232-247" by Dongyu Lin, Dean P. Foster, and Lyle H. Ungar.

Author
Dongyu Lin <dongyu.lin@gmail.com>
Date of publication
2012-10-29 08:58:07
Maintainer
Dongyu Lin <dongyu.lin@gmail.com>
License
GPL (>= 2)
Version
1.0
URLs

View on CRAN

Man pages

housingexp
Boston Housing Data with 3-Way Interactions
syn
A Synthetic Data set For Testing VIF-Regression
vif
Fitting Linear Models using VIF-Regression

Files in this package

VIF
VIF/data
VIF/data/housingexp.RData
VIF/data/datalist
VIF/data/syn.RData
VIF/NAMESPACE
VIF/man
VIF/man/housingexp.Rd
VIF/man/syn.Rd
VIF/man/vif.Rd
VIF/DESCRIPTION
VIF/MD5
VIF/R
VIF/R/vif.R