LINEAR

LINEAR is available in Statistics Base Edition.

LINEAR
  /FIELDS                  
    TARGET = field
    INPUTS = fieldList
    [ANALYSIS_WEIGHT = field]
  
  [/BUILD_OPTIONS              ]
    [OBJECTIVE = {STANDARD**}]
                 {BOOSTING  }
                 {BAGGING   }
                 {LARGE     }
    [USE_AUTO_DATA_PREPARATION = {TRUE**}]
                                 {FALSE }
    [CONFIDENCE_LEVEL = {95**  }]
                        {number}
    [MODEL_SELECTION = {FORWARDSTEPWISE**}]
                       {BESTSUBSETS      }
                       {NONE             }
    [CRITERIA_FORWARD_STEPWISE = {AICC**          }]
                                 {F               }
                                 {ADJUSTEDRSQUARED}
                                 {ASE             }
    [PROBABILITY_ENTRY = {0.05**}]
                         {number}
    [PROBABILITY_REMOVAL = {0.1** }]
                           {number}
    [MAX_EFFECTS = {number}]
    [MAX_STEPS = {number}]
    [CRITERIA_BEST_SUBSETS = {AICC**          }]
                             {ADJUSTEDRSQUARED}
                             {ASE             } 
    [REPLICATE_RESULTS = {TRUE**}]
                         {FALSE }
    [SEED = {54752075**}]
            {number    }

  [/ENSEMBLES]
    [COMBINING_RULE_CONTINUOUS = {MEAN**}]
                                 {MEDIAN}
    [COMPONENT_MODELS_N = {10**   }]
                          {integer}

  [/OUTFILE MODEL = 'file']

  [/SAVE PREDICTED_VALUES(varname)].

** Default if the subcommand or keyword is omitted.

This command reads the active dataset and causes execution of any pending commands. See the topic Command Order for more information.

Syntax for the LINEAR command can be generated from the Linear models dialog.

Release History

Release 19

• Command introduced.

Example

LINEAR
  /FIELDS
    TARGET=y1
    INPUTS=x1 x2.