Kurtosis() finds the kurtosis of the range of data aggregated in the expression or field iterated over the chart dimensions.
Syntax:
Kurtosis([{SetExpression}] [DISTINCT] [TOTAL [<fld{, fld}>]] expr)
Return data type: numeric
Arguments:
| Argument | Description |
|---|---|
| expr | The expression or field containing the data to be measured. |
| SetExpression | By default, the aggregation function will aggregate over the set of possible records defined by the selection. An alternative set of records can be defined by a set analysis expression. |
| DISTINCT | If the word DISTINCT occurs before the function arguments, duplicates resulting from the evaluation of the function arguments are disregarded. |
| TOTAL |
If the word TOTAL occurs before the function arguments, the calculation is made over all possible values given the current selections, and not just those that pertain to the current dimensional value, that is, it disregards the chart dimensions. By using TOTAL [<fld {.fld}>], where the TOTAL qualifier is followed by a list of one or more field names as a subset of the chart dimension variables, you create a subset of the total possible values. |
Limitations:
The expression must not contain aggregation functions, unless these inner aggregations contain the TOTAL qualifier. For more advanced nested aggregations, use the advanced aggregation function Aggr, in combination with calculated dimensions.
Examples and results:
| Type | Value | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Comparison | 2 | 27 | 38 | 31 | 1 | 19 | 1 | 34 | 3 | 1 | 2 | 3 | 2 | 1 | 2 | 1 | 3 | 29 | 37 | 2 |
| Observation | 35 | 40 | 12 | 15 | 21 | 14 | 46 | 10 | 28 | 48 | 16 | 30 | 32 | 48 | 31 | 22 | 12 | 39 | 19 | 25 |
| Example | Result |
|---|---|
| Kurtosis(Value) |
For a table including the dimension |
| Kurtosis(TOTAL Value)) | 1.252 for all values of Type, because the TOTAL qualifier means that dimensions are disregarded. |
Data used in examples:
Table1:
crosstable LOAD recno() as ID, * inline [
Observation|Comparison
35|2
40|27
12|38
15|31
21|1
14|19
46|1
10|34
28|3
48|1
16|2
30|3
32|2
48|1
31|2
22|1
12|3
39|29
19|37
25|2 ] (delimiter is '|');
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