?Advanced Analytical Theory and Methods: Regression.? Figure 3.13 shows that the regression line does not fit the data well. This is a case in which linear regression cannot model the relationship between the variables. Alternative methods such as the loess() function can be used to fit a nonlinear line to the data. The blue curve shown on the graph represents the LOESS curve
The scatterplot in Figure 3.13 portrays the relationship of two variables: x and y. The red line shown on the graph is the fitted line from the linear regression. Linear regression will be revisited in Chapter 6
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