## Maximum Redundancy Analysis

You can generate tables of output from maximum redundancy analysis
by setting options in the Maximum Redundancy Options dialog
shown in Figure 40.9
or from the **Tables** menu shown in
Figure 40.11. Select **Maximum Redundancy** from the
**Tables** menu to display the maximum redundancy dialog
shown in Figure 40.27.
**Figure 40.27:** Maximum Redundancy Dialog

Either the raw (centered) or standardized variance is used
in the maximum redundancy analysis, and it is specified
in the Multivariate Method Options dialog in Figure 40.3.
The **Redundancy** table includes the proportion and cumulative proportion
of the variance of the set of **Y** variables and the set of **X** variables
explained by the opposite canonical variables.
Figure 40.28 shows tables of redundancy
of the standardized **Y** and **X** variables.

**Figure 40.28:** Maximum Redundancy Tables

The **Correlations (Structure)** or **Covariances**
table includes the correlations or covariances
between the **Y**, **X** variables
and the maximum redundancy variables.
Figure 40.29 shows the correlations and covariances
between the **Y**, **X** variables and the first two
maximum redundancy variables
from the **Y** variables and the **X** variables.

**Figure 40.29:** Correlation and Covariance Tables

The scoring coefficients are the coefficients
of the **Y** or **X** variables that are used to compute
maximum redundancy variables.
The **Std Scoring Coefs** table includes the scoring coefficients
of the standardized **Y** or **X** variables, and the **Raw Scoring Coefs**
table includes the scoring coefficients
of the centered **Y** or **X** variables.
Figure 40.30 shows tables of the scoring coefficients
of the standardized **Y** and **X** variables.

**Figure 40.30:** Standardized Scoring Coefficients Tables

Copyright © 1999 by SAS Institute Inc., Cary, NC, USA. All rights reserved.