Diagnosis
Standardization allows the regression coefficients to be comparedbecause standardization eliminates the influence that the differentvalue ranges for the variables have on the regression coefficients. Thestandardized regression coefficient is calculated from the regressioncoefficient aj as follows:
aj(standardized) = aj * Standard Deviation(xj) / Standard Deviation(x0)