Generates histogram bins and simple bin-based statistics for numeric variables.
| Parameter | Description |
|---|---|
| casOutBinDetails | specifies the settings for an output table. For more information about specifying the casOutBinDetails parameter, see the common casouttable parameter. Alias: casOut. |
| freq | specifies the frequency variable. Alias: frequency. |
| includeMissingGroup | when set to True, missing values are allowed as group-by keys. Default: FALSE. |
| inputs | specifies the variables to use for the analysis. You can specify a subset of the variables from the input table. For more information about specifying the inputs parameter, see the common casinvardesc parameter. Alias: vars. It includes sub-parameters: format, formattedLength, label, name (required), nfd, nfl. |
| maxIterations | specifies the maximum number of iterations for the iterative robust univariate statistics such as MAD scale, GINI scale, and Medcouple skewness estimates. This parameter can be used if the ZSCORE outlier definition is used. Aliases: maxIters, rustatsMaxNiters. |
| nArgumentsForEachVar | specifies the number of arguments (request packages) for each variable. If not set, then all request packages are included for all variables. |
| outputTableOptions | specifies options for result tables. You can specify which result tables the server returns and how group-by results are handled. Alias: tblOpts. It includes sub-parameters: forceTableReturn (default: FALSE), tableNames (Alias: outputTables). |
| percentileDefinition | specifies the percentile definition to use. The definitions are numbered 1 to 6. The default value is 6. Alias: pctlDef. Range: 1–6. |
| percentileMaxIterations | specifies the maximum number of iterations for percentile computation. Alias: pctlMaxIters. |
| percentileTolerance | specifies the tolerance for percentile computation. Alias: pctlEpsilon. Default: 1E-05. |
| requestPackages | specifies an array of histogram request packages to be processed by the action. You can match request packages to analysis variables with the nArgsForEachVar and varsToArgsMap parameters. Alias: reqPacks. It includes sub-parameters: allScaleTypes (default: FALSE), binEnd, binMapping (default: RIGHT), binOutliers (default: FALSE), binStart, binWidth, cutPoints (Alias: cutPts), emptyBins (default: TRUE), globalBinWidth (default: FALSE), globalNObs ("AVERAGE" | "MAX" | "MIN"), integerBinning (Alias: intBinning, default: TRUE), integerBinningLimit (Alias: intBinningLim, default: 16), method ("CUTPTS" | "EQUALFREQ" | "EQUALWIDTH", Alias: type, default: EQUALWIDTH), nBins, niceBinning (default: TRUE), outlierArguments (specifies the outlier definition and treatment. It includes sub-parameters: aadLocationUseMean (Alias: aadLocUseMean, default: TRUE), location ("BIWEIGHT" | "GEOMETRICMEAN" | "HARMONICMEAN" | "MEAN" | "MEDIAN" | "TRIMMEDMEAN" | "WINSORIZEDMEAN", default: MEAN), locationBiweightTuning (Alias: locBiweightTuning, Minimum value (exclusive): 0), lowerPercentile (Alias: lowerPerc, Range: (0, 50)), max, min, replacements ({"BIWEIGHT", "GEOMETRICMEAN", "HARMONICMEAN", "MEAN", "MEDIAN", "TRIMMEDMEAN", "WINSORIZEDMEAN"} | {double-1 <, double-2>}), scale ("AAD" | "BIWEIGHT" | "GINI" | "IQR" | "MAD" | "STD", default: STD), scaleBiweightTuning (Alias: sclBiweightTuning, Minimum value (exclusive): 0), scaleMultiplier, symmetricPercentile (Alias: symPerc, Range: (0, 100)), upperPercentile (Alias: upperPerc, Range: (50, 100)), userDefinedLimits ({double-1 <, double-2>}), zScoreThreshold), outlierMethod ("IQR" | "MIQR" | "MZSCORE" | "PERC" | "UDFLIMITS" | "ZSCORE"), outlierTreatment ("REPLACE" | "TRIM" | "WINSOR"), round (default: FALSE), roundFactor, roundType ("DOWN" | "NEAREST" | "UP"), scaleType ("DENSITY" | "PERCENT" | "PROPORTION", default: PERCENT). |
| table | specifies the table name, caslib, and other common parameters. For more information about specifying the table parameter, see the common castable parameter. It includes sub-parameters: caslib, computedOnDemand, computedVars (includes sub-parameters: format, formattedLength, label, name (required), nfd, nfl), computedVarsProgram, dataSourceOptions, groupBy (includes sub-parameters: format, formattedLength, label, name (required), nfd, nfl), groupByMode, importOptions, name (required), orderBy (includes sub-parameters: format, formattedLength, label, name (required), nfd, nfl), singlePass, vars (includes sub-parameters: format, formattedLength, label, name (required), nfd, nfl), where, whereTable (includes sub-parameters: casLib, dataSourceOptions, importOptions, name (required), vars, where). |
| tolerance | specifies the tolerance for the iterative robust univariate statistics. Default: 1E-05. |
| varsToArgumentsMap | specifies which request packages to compute for each variable. If a value is specified for the nArgsForEachVar parameter, then you must set this. Otherwise, both parameters are ignored and all request packages are computed for all variables. |
| weight | specifies the weight variable. |
The provided HTML documentation does not contain a specific section or example dedicated to data creation for this action.
| 1 | /* No |
| 2 | data creation code provided in the documentation. */ |