Model Summary

Figure 1. R-square statistic
R-square statistic

R-square, the coefficient of determination, is a measure of the strength of the model fit. It shows that about 60% of the variation in Amount spent is explained by the model, which gives you good explanatory ability. You may still want to add other predictors to the model to further improve the fit.

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