Collinearity Detection in a Multiple Linear Regression Model


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Documentation for package ‘multiColl’ version 2.0

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multiColl-package Collinearity detection in a multiple linear regression model.
CN Condition Number
CNs Condition Number with and without intercept
CV Coeficient of Variation
CVs Coeficients of Variation
KG Klein and Goldberger data
ki Stewart's index
lu Unit length data
multiCol Collinearity detection in a linear regression model
multiColl Collinearity detection in a multiple linear regression model.
multiColLM All detection measures
perturb Perturbation
perturb.n Perturbation and estimation in a multiple linear model
PROPs Proportions
RdetR Correlation matrix and it's determinat
SLM Simple linear regression model and multicollinearity
theil Henri Theil data
VIF Variance Inflation Factor