Question: It is usually difficult to compare the coefficients for different variables directly because they are measured on different scales. Therefore, it can be advantageous to

It is usually difficult to compare the coefficients for different variables directly because they are measured on different scales. Therefore, it can be advantageous to transform the variables so that they are on the same scale. The most straightforward approach is to q,
take the log base 10 of the dependent variable
take the natural log of all of the independent variables
standardize the variables
transform all of the variables with the square root transformation
 It is usually difficult to compare the coefficients for different variables

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