It can be seen from Table 4-4 that all four regression coefficients in the model have passed the significance test, which shows that each coefficient is significantly non-zero; In the collinearity statistics of regression coefficients, the display tolerance is greater than 0.1, and the variance expansion factor is less than 10. All the above results can show that there is no serious multicollinearity problem between variables. Table 4-5 shows that after the regression analysis, the goodness-of-fit test of the regression model is continued, and it is found that the value of D-W statistic is 2.709, which is close to 2. Therefore, it can be considered that there is no autocorrelation in this measurement model, that is to say, the model does not miss key explanatory variables, and its functional form is also appropriate.
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