This example excludes columns id and period from the target columns and outputs all three statistics tables.
Input
- finance_data3, as in VARMAX Example 1: No Exogenous Model
SQL Call
DROP TABLE moments;
DROP TABLE basic;
DROP TABLE quantiles;
SELECT * FROM UnivariateStatistics (
ON finance_data3 AS InputTable
OUT TABLE MomentsTableName (moments)
OUT TABLE BasicTableName (basic)
OUT TABLE QuantilesTableName (quantiles)
USING
ExcludeColumns ('id','period')
) AS dt;
Output
message |
---|
UnivariateStatistics succeeded. The output tables are saved. |
This query returns the following table:
SELECT * FROM moments;
stats | expenditure | income | investment |
---|---|---|---|
Coefficient of variation | 0.506502784308876 | 0.515781476323667 | 0.446579502072297 |
Corrected sum of squares | 31776352.2173913 | 44453627.3043478 | 4041689.30434783 |
Mean | 1166.67391304348 | 1355.08695652174 | 471.913043478261 |
Number of observations | 92 | 92 | 92 |
Skewness | 0.473364666302052 | 0.446362736743103 | 0.422507147168344 |
Standard error | 61.6080425745307 | 72.868359489299 | 21.9718614961239 |
Sum | 107334 | 124668 | 43416 |
Variance | 349190.683707597 | 488501.398948877 | 44414.1681796464 |
Kurtosis | -1.15712585537242 | -1.1624376180194 | -1.001282169732 |
Standard deviation | 590.923585337053 | 698.928750981727 | 210.746691977944 |
Uncorrected sum of squares | 157000130 | 213389608 | 24530266 |
This query returns the following table:
SELECT * FROM basic ORDER BY stats;
stats | expenditure | income | investment |
---|---|---|---|
Top 5 (1) | 415 | 451 | 179 |
Top 5 (2) | 421 | 465 | 180 |
Top 5 (3) | 434 | 485 | 185 |
Top 5 (4) | 448 | 493 | 192 |
Top 5 (5) | 458 | 509 | 202 |
Geometric mean | 1020.53565750432 | 1176.50711695451 | 425.089198191843 |
Harmonic mean | 891.824091552794 | 1017.9035289329 | 381.44257427176 |
Interquartile range | 997 | 1159 | 311 |
Mean | 1166.67391304348 | 1355.08695652174 | 471.913043478261 |
Median | 1013 | 1178 | 494 |
Mode | 574 | 799 | 519 |
Number of NULL values | 0 | 0 | 0 |
Number of negative values | 0 | 0 | 0 |
Number of positive values | 92 | 92 | 92 |
Number of unique values | 91 | 91 | 83 |
Number of zero values | 0 | 0 | 0 |
Range | 1856 | 2200 | 691 |
Standard deviation | 590.923585337053 | 698.928750981727 | 210.746691977944 |
Top 5 (1) | 2271 | 2651 | 870 |
Top 5 (2) | 2250 | 2639 | 860 |
Top 5 (3) | 2237 | 2628 | 853 |
Top 5 (4) | 2235 | 2620 | 852 |
Top 5 (5) | 2225 | 2618 | 844 |
Variance | 349190.683707597 | 488501.398948877 | 44414.1681796464 |
This query returns the following table:
SELECT * FROM quantiles;
stats | expenditure | income | investment |
---|---|---|---|
75% | 1650 | 75% | 1650 |
95% | 2206 | 95% | 2206 |
99% | 2250 | 99% | 2250 |
1% | 415 | 1% | 415 |
10% | 497 | 10% | 497 |
25% | 653 | 25% | 653 |
5% | 458 | 5% | 458 |
50% | 1013 | 50% | 1013 |
90% | 2102 | 90% | 2102 |
Maximum | 2271 | Maximum | 2271 |
Minimum | 415 | Minimum | 415 |