I first looked at multicollinearity for everyone activities Results Multicollinearity can be examined by the difference rising prices basis (VIF), and therefore strategies exactly how much new difference out of a great regression coefficient try exorbitant on account of multicollinearity from the model. I determined VIF for each independent adjustable. The smallest you are able to VIF value was 1, suggesting complete lack of multicollinearity. Generally regarding thumb, a beneficial VIF really worth you to definitely is higher than 5 suggests a tricky amount of collinearity (James et al., 2013). I found......

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