Question: Is the standardized beta coefficient, the unstandardized beta coefficient, or both a reliable estimate to identify the relative contribution of each factor to predict values

Is the standardized beta coefficient, the unstandardized beta coefficient, or both a reliable estimate to identify the relative contribution of each factor to predict values of Y using multiple regression?

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