Multivariate Analysis: Canonical Discriminant Analysis |
The Method Tab
You can use the Method tab (Figure 29.3) to set options in the analysis. The tab supports the following options:
- Number of canonical variables
- specifies the number of canonical variables. This option corresponds to the NCAN= option in the PROC DISCRIM statement.
- Covariance within groups
- specifies assumptions about the homogeneity of within-group covariances. This option corresponds to the POOL= option in the PROC DISCRIM statement.
- Prior probability of group membership
- specifies assumptions about the prior probabilities of group membership. This option corresponds to choosing either the EQUAL or PROPORTIONAL option in the PRIORS statement.
- Classify observations by
- specifies a method of classifying observations based on their canonical scores. This option corresponds to the CROSSVALIDATE option in the PROC DISCRIM statement.
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