mctest R Package for Detection of Collinearity

In this post, I will discuss the existence and detection of collinearity among regressors using the mctest R Package. The problem of multicollinearity plagues the numerical stability of regression estimates. It also causes some serious problems in the validation and interpretation of the regression model. Consider the usual multiple linear regression model, $$y = X …

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