The HPGENSELECT Procedure

ODS Table Names

Each table created by the HPGENSELECT procedure has a name that is associated with it, and you must use this name to refer to the table when you use ODS statements. These names are listed in Table 52.11.

Table 52.11: ODS Tables Produced by PROC HPGENSELECT

Table Name

Description

Required Statement and Option

ClassLevels

Level information from the CLASS statement

CLASS

ConvergenceStatus

Status of optimization at conclusion of optimization

Default output

CorrelationMatrix

Correlation matrix of parameter estimates

PROC HPGENSELECT CORR

CovarianceMatrix

Covariance matrix of parameter estimates

PROC HPGENSELECT COV

Dimensions

Model dimensions

Default output

EntryCandidates

Candidates for entry at step

SELECTION DETAILS=ALL | STEPS

FitStatistics

Fit statistics

Default output

IterHistory

Iteration history

PROC HPGENSELECT ITDETAILS
or PROC HPGENSELECT ITSUMMARY
or PROC HPGENSELECT ITSELECT

LassoSelectionDetails

Details about model selection by LASSO, including fit statistics by step

SELECTION DETAILS= ALL

ModelInfo

Information about the modeling environment

Default output

NObs

Number of observations read and used, and number of events and trials, if applicable

Default output

OptimizationStages

Optimization stages that are used to fit Tweedie models

MODEL DISTRIBUTION=TWEEDIE

ParameterEstimates

Solutions for the parameter estimates that are associated with effects in MODEL statements

Default output

PerformanceInfo

Information about the high-performance computing environment

Default output

Regularization

Maximum regularization parameter used in penalized log likelihood for LASSO model selection and regularization parameter of the chosen model

SELECTION METHOD=LASSO

RemovalCandidates

Candidates for removal at step

SELECTION DETAILS=ALL | STEPS

ResponseProfile

Response categories and the category that is modeled in models for binary and multinomial data

Default output

SelectedEffects

List of effects that are selected to be included in model

SELECTION

SelectionDetails

Details about model selection, including fit statistics by step

SELECTION DETAILS= ALL

SelectionInfo

Information about the settings for model selection

SELECTION

SelectionReason

Reason why the particular model was selected

SELECTION

SelectionSummary

Summary information about model selection steps

SELECTION

StopReason

Reason for termination of model selection

SELECTION

Timing

Absolute and relative times for tasks performed by the procedure

PERFORMANCE DETAILS

ZeroParameterEstimates

Solutions for the parameter estimates that are associated with effects in ZEROMODEL statements

ZEROMODEL