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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