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Multivariate Analyses

Maximum Redundancy Plots

You can request a plot of the first two canonical variables or the first three canonical variables from each variable set from the Maximum Redundancy Options dialog, shown in Figure 40.9, or from the Graphs menu, shown in Figure 40.34. Select Maximum Redundancy from the Graphs menu to display a Maximum Redundancy Component Plots dialog.

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Figure 40.44: Maximum Redundancy Component Plots Dialog

In the dialog, you choose a maximum redundancy component scatter plot (Scatter Plot), a component biplot with standardized Y and X variables (Biplot (Std Y X)), or a component biplot with centered Y and X variables (Biplot (Raw Y X)).

In a maximum redundancy component biplot, the data points are displayed in a scatter plot of maximum redundancy components. With the approximated Y and X variable axes also displayed in the scatter plot, the data values of the Y and X variables are graphically estimated, as described previously in the "Principal Component Plots" section.

Figure 40.45 shows scatter plots of the first two canonical variables from each set of variables. The canonical variables in each plot are uncorrelated.

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Figure 40.45: Maximum Redundancy Component Scatter Plots

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