Investopedia / Yurle Villegas A variance inflation factor (VIF) is a measure of the amount of multicollinearity in regression analysis. Multicollinearity exists when there is a correlation between ...

Appreciate the indications and symptoms of collinearity in multivariable regression. Become aware of the available diagnostic tools for collinearity. Gain knowledge in the assessment of ...

When a regressor is nearly a linear combination of other regressors in the model, the affected estimates are unstable and have high standard errors. This problem is called collinearity or ...

In this module, we will learn how to fit linear regression models with least squares ... and will learn about the problem of multicollinearity (also called collinearity). You will complete a proctored ...

Statistical data analysis in R covering the following topics: Simple and multiple linear regression, Model diagnostics, Detection of outliers, Multicollinearity, Introduction to GLMs. This course will ...

The following features for regression distinguish PROC GLM from other regression ... However, PROC GLM does not produce collinearity diagnostics, influence diagnostics, or scatter plots. In addition, ...