removeHighVIF: Removes columns with high multicollinearity automatically...
In wtcooper/modUtils: Collection of utils for model building and tuning.
Description
Removes columns with high multicollinearity automatically based on VIF.
Can also include list of columns to keep, but these will be added
at the end of the consecutive search so it'll retain any multicollinearity.
Usage
1
removeHighVIF(df, vifCutoff = 4, colsToKeep = NULL)
Arguments
df
data frame
vifCutoff
VIF cutoff to use (default = 4)
colsToKeep
columns to manually keep
wtcooper/modUtils documentation built on May 4, 2019, 11:59 a.m.
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Description
Removes columns with high multicollinearity automatically based on VIF. Can also include list of columns to keep, but these will be added at the end of the consecutive search so it'll retain any multicollinearity.
Usage
1 | removeHighVIF(df, vifCutoff = 4, colsToKeep = NULL)
|
Arguments
df |
data frame |
vifCutoff |
VIF cutoff to use (default = 4) |
colsToKeep |
columns to manually keep |
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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