PROC HPPRINCOMP assigns a name to each table that it creates. You can use these names to reference the ODS table when using the Output Delivery System (ODS) to select tables and create output data sets. These names are listed in Table 58.4. For more information about ODS, see ChapterĀ 20: Using the Output Delivery System.
Table 58.4: ODS Tables Produced by PROC HPPRINCOMP
Table Name |
Description |
Required Statement / Option |
---|---|---|
CenScaleInfo |
Centering and scaling information |
METHOD= NIPALS | ITERGS |
Corr |
Correlation matrix |
METHOD= EIG |
Cov |
Covariance matrix |
|
DataAccessInfo |
Information about modes of data access |
Default output |
Eigenvalues |
Eigenvalues |
Default output |
Eigenvectors |
Eigenvectors |
METHOD= EIG |
Loadings |
Loadings |
METHOD= NIPALS | ITERGS |
ModelInfo |
Model information |
Default output |
NObs |
Number of observations read and used |
Default output |
NVars |
Number of variables, partial variables, and principal components |
Default output |
ParCorr |
Partial correlation matrix |
PARTIAL statement |
ParCov |
Uncorrected partial covariance matrix |
|
PerformanceInfo |
Information about the high-performance computing environment |
Default output |
RegCoef |
Regression coefficients |
|
RSquareRMSE |
Regression statistics: R-squares and RMSEs |
PARTIAL statement |
SimpleStatistics |
Simple statistics |
METHOD= EIG |
StdRegCoef |
Standardized regression coefficients |
PARTIAL statement |
Timing |
Absolute and relative times of tasks that are performed by the procedure |
DETAILS option in PERFORMANCE statement |
TotalVariance |
Total variance |
|
Variation |
Explained variation of variables |
METHOD= NIPALS | ITERGS |