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The DISCRIM Procedure |
Table 25.1: ODS Tables Produced by PROC DISCRIM
ODS Table Name | Description | PROC DISCRIM Option |
ANOVA | Univariate statistics | ANOVA |
AvePostCrossVal | Average posterior probabilities, cross validation | POSTERR & CROSSVALIDATE |
AvePostResub | Average posterior probabilities, resubstitution | POSTERR |
AvePostTestClass | Average posterior probabilities, test classification | POSTERR & TEST= |
AveRSquare | Average R-Square | ANOVA |
BCorr | Between-class correlations | BCORR |
BCov | Between-class covariances | BCOV |
BSSCP | Between-class SSCP matrix | BSSCP |
BStruc | Between canonical structure | CANONICAL |
CanCorr | Canonical correlations | CANONICAL |
CanonicalMeans | Class means on canonical variables | CANONICAL |
ChiSq | Chi-square information | POOL=TEST |
ClassifiedCrossVal | Number of observations and percent classified, cross validation | CROSSVALIDATE |
ClassifiedResub | Number of observations and percent classified, resubstitution | default |
ClassifiedTestClass | Number of observations and percent classified, test classification | TEST= |
Counts | Number of observations, variables, classes, df | default |
CovDF | DF for covariance matrices, not displayed | any *COV option |
Dist | Squared distances | MAHALANOBIS |
DistFValues | F values based on squared distances | MAHALANOBIS |
DistGeneralized | Generalized squared distances | default |
DistProb | Probabilities for F values from squared distances | MAHALANOBIS |
ErrorCrossVal | Error count estimates, cross validation | CROSSVALIDATE |
ErrorResub | Error count estimates, resubstitution | default |
ErrorTestClass | Error count estimates, test classification | TEST= |
Levels | Class level information | default |
LinearDiscFunc | Linear discriminant function | POOL=YES |
LogDet | Log determinant of the covariance matrix | default |
MultStat | MANOVA | MANOVA |
PCoef | Pooled standard canonical coefficients | CANONICAL |
PCorr | Pooled within-class correlations | PCORR |
PCov | Pooled within-class covariances | PCOV |
PSSCP | Pooled within-class SSCP matrix | PSSCP |
PStdMeans | Pooled standardized class means | STDMEAN |
PStruc | Pooled within canonical structure | CANONICAL |
PostCrossVal | Posterior probabilities, cross validation | CROSSLIST or CROSSLISTERR |
PostErrCrossVal | Posterior error estimates, cross validation | POSTERR & CROSSVALIDATE |
PostErrResub | Posterior error estimates, resubstitution | POSTERR |
PostErrTestClass | Posterior error estimates, test classification | POSTERR & TEST= |
PostResub | Posterior probabilities, resubstitution | LIST or LISTERR |
PostTestClass | Posterior probabilities, test classification | TESTLIST or TESTLISTERR |
RCoef | Raw canonical coefficients | CANONICAL |
SimpleStatistics | Simple statistics | SIMPLE |
TCoef | Total-sample standard canonical coefficients | CANONICAL |
TCorr | Total-sample correlations | TCORR |
TCov | Total-sample covariances | TCOV |
TSSCP | Total-sample SSCP matrix | TSSCP |
TStdMeans | Total standardized class means | STDMEAN |
TStruc | Total canonical structure | CANONICAL |
WCorr | Within-class correlations | WCORR |
WCov | Within-class covariances | WCOV |
WSSCP | Within-class SSCP matrices | WSSCP |
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