In order to ensure a linear model is reasonable, we must first analyze the dependent variable and the correlation between the independent variables can be analyzed by calculating the simple correlation coefficient. Only the dependent variable will be highly relevant for the introduction of the independent variable linear model. Therefore, we must first make the relationship between the variables analyzed, the results shown in Table 1.
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