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SAS/INSIGHT Software

Maximum Redundancy

You can generate tables of output from maximum redundancy analysis by setting options in the Maximum Redundancy Options dialog or by selecting Maximum Redundancy from the Tables menu.

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

The Correlations (Structure) or Covariances table includes the correlations or covariances between the Y, X variables and the maximum redundancy variables.

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]
Figure 1.17: Maximum Redundancy Tables

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