The HPPLS Procedure

ODS Table Names

PROC HPPLS assigns a name to each table that it creates. You can use these names to refer to the ODS table when you use the Output Delivery System (ODS) to select tables and create output data sets. These names are listed in Table 11.3. For more information about ODS, see Chapter 20: Using the Output Delivery System in SAS/STAT 13.2 User's Guide.

Table 11.3: ODS Tables Produced by PROC HPPLS

Table Name

Description

Required Statement and Option

CVResults

Results of test set validation

PARTITITON statement

CenScaleParms

Parameter estimates for centered and scaled data

SOLUTION option in MODEL statement

ClassLevels

Level information from the CLASS statement

CLASS statement

CodedCoef

Coded regression coefficients

DETAILS option in PROC HPPLS statement

DataAccessInfo

Information about modes of data access

Default output

Dimensions

Model dimensions

Default output

ModelInfo

Model information

Default output

NObs

Number of observations read and used

Default output

ParameterEstimates

Parameter estimates for raw data

SOLUTION option in MODEL statement

PercentVariation

Predictor and response variation that are accounted for by each factor

Default output

PerformanceInfo

Information about the high-performance computing environment

Default output

ResidualSummary

Residual summary from test set validation

PARTITION statement

Timing

Absolute and relative times of tasks that are performed by the procedure

DETAILS option in PERFORMANCE statement

XEffectCenScale

Centering and scaling information for predictor effects

CENSCALE option in PROC HPPLS statement

XLoadings

Loadings for predictor effects

DETAILS option in PROC HPPLS statement

XPercentVariation

Variation that is accounted for by each factor for predictor effects

VARSS option in PROC HPPLS statement

XWeights

Weights for predictor effects

DETAILS option in PROC HPPLS statement

YPercentVariation

Variation that is accounted for by each factor for responses

VARSS option in PROC HPPLS statement

YVariableCenScale

Centering and scaling information for responses

CENSCALE option in PROC HPPLS statement

YWeights

Weights for responses

DETAILS option in PROC HPPLS statement