RVIF: Root Variance Inflation Factors
In semEff: Automatic Calculation of Effects for Piecewise Structural Equation Models
RVIF R Documentation
Root Variance Inflation Factors
Description
Calculate root variance inflation factors (RVIF) for terms in a
fitted model(s), i.e. the square root of the (generalised) VIFs.
Usage
RVIF(...)
Arguments
...
Arguments to VIF().
Details
RVIFs quantify the inflation of estimate standard errors due to
multicollinearity among predictors, and also of estimates themselves
compared to the 'unique' (residualised) effects. RVIFs may often be more
practical than VIFs for assessing multicollinearity, relating more directly
to the parameters of interest.
Value
A numeric vector of the RVIFs, or an array, list of vectors/arrays,
or nested list.
semEff documentation built on Aug. 22, 2022, 9:07 a.m.
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| RVIF | R Documentation |
Root Variance Inflation Factors
Description
Calculate root variance inflation factors (RVIF) for terms in a fitted model(s), i.e. the square root of the (generalised) VIFs.
Usage
RVIF(...)
Arguments
... |
Arguments to |
Details
RVIFs quantify the inflation of estimate standard errors due to multicollinearity among predictors, and also of estimates themselves compared to the 'unique' (residualised) effects. RVIFs may often be more practical than VIFs for assessing multicollinearity, relating more directly to the parameters of interest.
Value
A numeric vector of the RVIFs, or an array, list of vectors/arrays, or nested list.
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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