Relative Importance of Variables in Regression with Standardized Regression Coefficients using R
One approach for evaluating relative importance of independent variables in regression is using standardized regression coefficient. It measures how much change in response variable in standard deviation measure, coming from one unit change of a standard deviation change in independent variables. Variable have the highest value will be the most important variable in explaining the response variable.
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