IMSTAT Procedure (Analytics)

Tip:	For information about the data and server management statements, see IMSTAT Procedure (Data and Server Management).

Syntax

PROC IMSTAT <options>;

AGGREGATE variable-name (aggregate-variable-options) / ID=variable-name< options>;

ARM ITEM=item-variable TRAN=transaction-variable </ options>;

ASSESS <variable-list> / Y=response-variable <options>;

BOXPLOT <variable-list> </ options>;

CLUSTER <variable-list> </ options>;

CORR <variable-list> </ options>;

CROSSTAB row*column </ options>;

DECISIONTREE target-variable </ options>;

DISTINCT <variable-list> </ options>;

FORECAST timestamp-variable </ options>;

FREQUENCY variable-list </ options>;

GENMODEL dependent-variable <(class-variables)> = model-effects </ options>;

GLM dependent-variable <(class-variables)> = model-effects </ options>;

GROUPBY <variable-list> </ options>;

HISTOGRAM <variable-list> </ options>;

HYPERGROUP <variable-list> </ options>;

KDE variable-list </ options>;

LOGISTIC dependent-variable <(class-variables)> = model-effects </ options>

MDSUMMARY variable-list </ <set-specification,...> options>;

NEURAL <target-variable> </ options>;

OPTIMIZE <options>;

PERCENTILE <variable-list> </ options>;

RANDOMWOODS target-variable </ options>;

REGCORR <variable-list> </ options>;

SUMMARY <variable-list> </ options>;

TEXTPARSE TXT=text-variable ID=document-ID <options>;

TOPK <variable-list> </ options>;

TRANSFORM (request1) <(request2) ...> </ options>;

QUIT;

Statement	Task	Example
AGGREGATE	Aggregate values of one or more variables	Ex. 14
BOXPLOT	Retrieve box plot values	Ex. 2, Ex. 3
CLUSTER	Perform a cluster analysis	Ex. 5
CORR	Perform a pairwise correlation	Ex. 6
CROSSTAB	Crosstabulate with measures of association and Chi-square tests	Ex. 7
DECISIONTREE	Train and validate a decision tree, Store and score a decision tree	Ex. 8, Ex. 9
FORECAST	Compute predicted values for observed and future (forecast) values of time series	Ex. 12, Ex. 13
MDSUMMARY	Perform a multi-dimensional summary	Ex. 10
PERCENTILE	Calculat percentiles and quartiles	Ex. 1
REGCORR	Fit a regression model	Ex. 11
TRANSFORM	Transform variables with imputation and binning	Ex. 17