Figure 51.10 illustrates how partial least squares balances the goals of explaining response and predictor variation in this case. Figure 51.10: Depiction of First Factors for Three Different ...

we will learn how to diagnose issues with the fit of a linear regression model. In particular, we will use formal tests and visualizations to decide whether a linear model is appropriate for the data ...