Question: The unstandardized coefficients represent the change in the dependent variable for a one unit change in the independent variable, assuming all other variables are held

The unstandardized coefficients represent the change in the dependent variable for a one unit change in the independent variable, assuming all other variables are held constant. The standardized coefficients, on the other hand, are the coefficients that you would obtain if the variables in the regression were all converted to z-scores before running the analysis. This allows for comparison of the relative importance of the variables in the model. can make citation or reference about this one

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