In the multiple-input version, the mean and standard deviation statistics are applied globally with MeanStats and the STDevStats tables, respectively.
Input
- InputTable: financial_data3, as in VARMAX Example: No Exogenous Model
SQL Call
The statistics are created from a query on InputTable table finance_data3 and grouped by column id.
SELECT * FROM SAX ( ON finance_data3 AS InputTable PARTITION BY id ORDER BY period ON (SELECT id, AVG (expenditure) AS expenditure, AVG (income) AS income, AVG (investment) AS investment FROM finance_data3 GROUP BY id ) AS meanstats PARTITION BY id ON (SELECT id, STDDEV_SAMP (expenditure) AS expenditure, STDDEV_SAMP (income) AS income, STDDEV_SAMP (investment) AS investment FROM finance_data3 GROUP BY id ) AS stdevstats PARTITION BY id USING TargetColumns ('expenditure', 'income', 'investment') TimeColumn ('period') WindowType ('global') OutputStats ('true') Accumulate ('id') ) AS dt ORDER BY id;
Output
id period_start period_end expenditure_saxcode expenditure_mean expenditure_stdev income_saxcode income_mean income_stdev investment_saxcode investment_mean investment_stdev -- ------------ ---------- ---------------------------------------- ------------------ ------------------ ---------------------------------------- ------------------ ----------------- ---------------------------------------- ----------------- ------------------ 1 1960q1 1969q4 aaaabbbbbbbbbbbbbbbbbbbbbbbbbbbcccccdddd 714.2 385.0403375471998 aaaabbbbbbbbbbbbbbbbbbbbbbbbbbbcccccdddd 811.2 449.6825204861417 aaaaaaabbbbbabbbbbbbbcccccccbbbcbbccdddd 301.0 130.70871903116958 2 1970q1 1979q4 ddddddddaaaaaaaaaaaabbbbbbbbbbbccccccccd 1355.6 404.8422801473085 ddddddddaaaaaaaaaaaabbbbbbbbbbcccccccccc 1589.275 470.7790590456392 ddddddddaaaaaaaabbbbbbbbcbbbcbbbbbbbbccc 556.675 142.19982103562614 3 1980q1 1982q4 aaaacccddddd 2045.1666666666667 256.61248936279327 aaaacccddddd 2387.4166666666665 317.4965879081747 aaaacddccccc 759.0833333333334 113.35259417437523
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