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The 'interval' parameter is required to specify the time interval (or frequency) of the data....

The available methods include 'ADDWINTERS', 'BEST', 'BESTN', 'BESTS', 'DAMPTREND', 'DOUBLE', 'LINEAR', 'MULTSEASONAL', 'SEASONAL', 'SIMPLE', and 'WINTERS'. The default is 'BEST'....

The 'outEst' parameter specifies the output table that contains the model parameter estimates, test statistics, and probability values....

You can use the 'nThreads' parameter to specify the number of threads used per worker node. Setting it to 0 uses the maximum number of licensed cores....

The 'outFor' table contains the forecast time series components, including actual values, predicted values, lower and upper confidence limits, prediction errors, and prediction standard errors....

The eventingInfo action reports whether data events will be generated for global-scope tables and session-scope tables for the current session....

The ewmaChart action produces exponentially weighted moving average charts for statistical process control....

The 'table' parameter is required to specify the settings for an input table....

Use the 'processValue' parameter to specify the variable name for process measurements....

Use the 'subgroupValue' parameter to specify the variable name for subgroup values....

The 'weight' parameter specifies the weight assigned to the most recent subgroup. It accepts a double value in the range (0–1]....

Use the 'sigmas' parameter to specify the multiple of the standard error. The default value is 3....

Setting the 'reset' parameter to TRUE resets the exponentially weighted moving average after each point outside the control limits....

The 'sMethod' parameter accepts 'RMSDF' (weighted root mean square), 'SMVLUE' (minimum variance linear unbiased estimate), or 'SNOWEIGHT' (unweighted estimate). The default is 'SNOWEIGHT'....

Set the 'asymptotic' parameter to TRUE....

The action can generate a 'chartsTable' (charts summary), an 'outLimitsTable' (control limits), and other tables specified in the 'outputTables' parameter....

The execDirect action submits a SAS FedSQL language statement for immediate execution....

The 'query' parameter is required. It specifies the SAS FedSQL language statement string to be executed....

You can use the 'validateOnly' parameter. When set to TRUE, it validates the query syntax and returns without executing the query. The default value is FALSE....

You can use the 'method' parameter (set to TRUE) to print a brief description of the query plan, or the 'showPlan' parameter (set to TRUE) to print an XML tree representing the query plan....

You can use the 'cntl' parameter list and set 'requireFullPassThrough' to TRUE. This stops processing if FedSQL implicit pass-through of the full query cannot be achieved, preventing data loading into CAS....

When set to TRUE within the 'cntl' parameter list, it instructs the FedSQL query planner to perform cardinality estimations of the input data....

In the 'cntl' parameter, you can set 'optimizeVarcharPrecision' or 'optimizeVarbinaryPrecision' to TRUE. This optimizes the precision to be appropriate for the actual data instead of using the declared precision....

Yes, by setting 'preserveJoinOrder' to TRUE in the 'cntl' parameter, you can force the tables to be joined in the specified order instead of the order chosen by the FedSQL query optimizer....

By default, implicit pass-through is enabled. You can disable it by setting 'disablePassThrough' to TRUE in the 'cntl' parameter list....

You can set the 'showStages' parameter to TRUE (either as a top-level parameter or within the 'cntl' list) to print a brief description of FedSQL query plans along with details of query execution....

The executeProgram action is used to execute arbitrary programs inside the SAS Embedded Process for Spark....

The 'caslib' parameter is required. It specifies the caslib containing the data source options....

The alias for the 'caslib' parameter is 'datasourceFromCasLib'....

You can use the 'program' parameter to specify the plain text arbitrary Scala program that is executed inside Spark....

You can use the 'programFile' parameter to specify the local file name containing the arbitrary Scala program....

The syntax is: sparkEmbeddedProcess.executeProgram / caslib="string", program="string", programFile="string";...

The expectedRange action computes the range and moving relative range for each time series observation in the provided input data....

The 'timeSeriesTable' parameter is required to specify the input time series table....

You must use the 'dttmName' parameter to specify the name of the datetime variable in your input table....

The 'rangeWindowLength' parameter is required to specify the window length used for the range calculation. It accepts a 64-bit integer with a minimum value of 1....

The 'xVarNames' parameter is used to specify a list of one or more independent variables for the analysis....

Yes, you can use the 'casOut' parameter to specify the output table settings, such as the table name and caslib, to store the expected range values....

The 'expectedRangeWindowLength' parameter is a required 64-bit integer (minimum 1) that specifies the window length for the expected range calculation....

The exploreCorrelation action is used to explore linear and nonlinear correlation among the variables....

When set to True, the binMissing parameter includes missing values in the analysis. The default value is FALSE....

You can use the casOut parameter to specify the CAS table where the analysis results will be stored....

It specifies the distinct count limit. If this limit is exceeded and the misraGries parameter is set to True, the Misra-Gries frequency sketch algorithm is used to estimate the frequency distribution. The default value is 10000....

When set to True (which is the default), the misraGries parameter enables the use of the Misra-Gries algorithm for frequency distribution estimation if the distinct count limit is exceeded....

The available statistics are ENTROPY, MI (Mutual Information, default), NORMMI (Normalized Mutual Information), PEARSON, and SU (Symmetric Uncertainty)....

The available statistics are CHISQ, CRAMERSV, ENTROPY, G2, IV (Information Value), MI (default), NORMMI, and SU....

When set to True, the singlePass parameter prevents the creation of a transient table on the server. This can be efficient, but the data might not have stable ordering upon repeated runs. The default is FALSE....

The target parameter specifies the target variable for the analysis....

The exploreData action performs exploration, automatic variable analysis, and grouping using comprehensive statistical profiling of the variables....

The casOut parameter specifies the CAS table where the analysis results will be stored. It can include options such as the caslib, index variables, lifetime, memory format, name, promote status, replace status, and table redistribution policy....