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In the context of financial risk management, particularly when evaluating the statistical relationship between variables, regression analysis is a pivotal tool. Consider a scenario where a linear regression analysis has been performed to determine the relationship between a dependent variable (such as asset returns) and one or more independent variables (such as economic indicators). Given this setup, which statement accurately reflects the correct interpretation of the regression results?