This example specifies the target columns explicitly and partitions the data.
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
TargetColumns ('expenditure','income','investment')
PartitionColumns ('id')
) AS dt;
Output
message |
---|
UnivariateStatistics succeeded. The output tables are saved. |
This query returns the following table:
SELECT * FROM moments ORDER BY id, stats;
id | stats | expenditure | income | investment |
---|---|---|---|---|
1 | Coefficient of variation | 0.539121167106132 | 0.554342357601259 | 0.434248235983952 |
1 | Corrected sum of squares | 5781986.4 | 7886360.4 | 666306 |
1 | Kurtosis | 4.8015109257614 | 4.71437243981462 | 4.42294797371972 |
1 | Mean | 714.2 | 811.2 | 301 |
1 | Number of observations | 40 | 40 | 40 |
1 | Skewness | 2.41487088335036 | 2.38651478870263 | 2.25360944369739 |
1 | Standard deviation | 385.0403375472 | 449.682520486142 | 130.70871903117 |
1 | Standard error | 60.8802228844601 | 71.1010494350768 | 20.6668631090747 |
1 | Sum | 28568 | 32448 | 12040 |
1 | Uncorrected sum of squares | 26185252 | 34208178 | 4290346 |
1 | Variance | 148256.061538462 | 202214.369230769 | 17084.7692307692 |
2 | Coefficient of variation | 0.298644349474261 | 0.296222528540145 | 0.255444956277228 |
2 | Corrected sum of squares | 6391993.6 | 8643683.975 | 788610.775 |
2 | Kurtosis | -0.816037129460566 | -0.858783399504378 | 0.169604612557607 |
2 | Mean | 1355.6 | 1589.275 | 556.675 |
2 | Number of observations | 40 | 40 | 40 |
2 | Skewness | 0.539127192993609 | 0.475410247931558 | 0.806624515469788 |
2 | Standard deviation | 404.842280147308 | 470.779059045639 | 142.199821035626 |
2 | Standard error | 64.0111849200731 | 74.4367050647558 | 22.4837658670451 |
2 | Sum | 54224 | 63571 | 22267 |
2 | Uncorrected sum of squares | 79898048 | 109675485 | 13184093 |
2 | Variance | 163897.271794872 | 221632.922435897 | 20220.7891025641 |
3 | Coefficient of variation | 0.125472653913842 | 0.132987505843069 | 0.149328261070645 |
3 | Corrected sum of squares | 724349.666666667 | 1108844.91666667 | 141336.916666667 |
3 | Kurtosis | -1.54284162536314 | -1.57575089282068 | -1.61592354816352 |
3 | Mean | 2045.16666666667 | 2387.41666666667 | 759.083333333333 |
3 | Number of observations | 12 | 12 | 12 |
3 | Skewness | -0.779317508353147 | -0.784652108192004 | -0.736147966158991 |
3 | Standard deviation | 256.612489362793 | 317.496587908175 | 113.352594174375 |
3 | Standard error | 74.0776449055143 | 91.6533702477862 | 32.722075379959 |
3 | Sum | 24542 | 28649 | 9109 |
3 | Uncorrected sum of squares | 50916830 | 69505945 | 7055827 |
3 | Variance | 65849.9696969697 | 100804.083333333 | 12848.8106060606 |
This query returns the following table:
SELECT * FROM basic ORDER BY id, stats;
id | stats | expenditure | income | investment |
---|---|---|---|---|
1 | Bottom 5 (1) | 415 | 451 | 179 |
1 | Bottom 5 (2) | 421 | 465 | 180 |
1 | Bottom 5 (3) | 434 | 485 | 185 |
1 | Bottom 5 (4) | 448 | 493 | 192 |
1 | Bottom 5 (5) | 458 | 509 | 202 |
1 | Geometric mean | 652.322122537438 | 736.802888310562 | 282.108617595293 |
1 | Harmonic mean | 614.458471878887 | 691.093427241673 | 268.951437475886 |
1 | Interquartile range | 194 | 241 | 75 |
1 | Mean | 714.2 | 811.2 | 301 |
1 | Median | 602 | 694 | 280 |
1 | Mode | 574 | 799 | 280 |
1 | Number of NULL values | 0 | 0 | 0 |
1 | Number of negative values | 0 | 0 | 0 |
1 | Number of positive values | 40 | 40 | 40 |
1 | Number of unique values | 39 | 39 | 37 |
1 | Number of zero values | 0 | 0 | 0 |
1 | Range | 1427 | 1681 | 521 |
1 | Standard deviation | 385.0403375472 | 449.682520486142 | 130.70871903117 |
1 | Top 5 (1) | 1842 | 2132 | 700 |
1 | Top 5 (2) | 1831 | 2121 | 675 |
1 | Top 5 (3) | 1807 | 2070 | 658 |
1 | Top 5 (4) | 1774 | 2040 | 635 |
1 | Top 5 (5) | 779 | 897 | 322 |
1 | Variance | 148256.061538462 | 202214.369230769 | 17084.7692307692 |
2 | Bottom 5 (1) | 798 | 922 | 315 |
2 | Bottom 5 (2) | 816 | 949 | 339 |
2 | Bottom 5 (3) | 837 | 979 | 364 |
2 | Bottom 5 (4) | 858 | 988 | 371 |
2 | Bottom 5 (5) | 881 | 1025 | 375 |
2 | Geometric mean | 1299.05445462922 | 1523.24641529642 | 540.054672867882 |
2 | Harmonic mean | 1246.1032651127 | 1460.64283484258 | 524.31105430778 |
2 | Interquartile range | 554 | 653 | 76 |
2 | Mean | 1355.6 | 1589.275 | 556.675 |
2 | Median | 1267 | 1493 | 526 |
2 | Mode | 519 | ||
2 | Number of NULL values | 0 | 0 | 0 |
2 | Number of negative values | 0 | 0 | 0 |
2 | Number of positive values | 40 | 40 | 40 |
2 | Number of unique values | 40 | 40 | 36 |
2 | Number of zero values | 0 | 0 | 0 |
2 | Range | 1323 | 1548 | 538 |
2 | Standard deviation | 404.842280147308 | 470.779059045639 | 142.199821035626 |
2 | Top 5 (1) | 2121 | 2470 | 853 |
2 | Top 5 (2) | 2102 | 2457 | 852 |
2 | Top 5 (3) | 2061 | 2423 | 844 |
2 | Top 5 (4) | 2056 | 2369 | 830 |
2 | Top 5 (5) | 1994 | 2318 | 816 |
2 | Variance | 163897.271794872 | 221632.922435897 | 20220.7891025641 |
3 | Bottom 5 (1) | 1650 | 1910 | 597 |
3 | Bottom 5 (2) | 1685 | 1943 | 603 |
3 | Bottom 5 (3) | 1722 | 1976 | 611 |
3 | Bottom 5 (4) | 1752 | 2018 | 619 |
3 | Bottom 5 (5) | 2145 | 2521 | 801 |
3 | Geometric mean | 2029.47884297898 | 2366.7551731771 | 750.758507052472 |
3 | Harmonic mean | 2012.97784954935 | 2344.96421517024 | 741.962569222229 |
3 | Interquartile range | 513 | 644 | 220 |
3 | Mean | 2045.16666666667 | 2387.41666666667 | 759.083333333333 |
3 | Median | 2164 | 2545 | 824 |
3 | Mode | 830 | ||
3 | Number of NULL values | 0 | 0 | 0 |
3 | Number of negative values | 0 | 0 | 0 |
3 | Number of positive values | 12 | 12 | 12 |
3 | Number of unique values | 12 | 12 | 11 |
3 | Number of zero values | 0 | 0 | 0 |
3 | Range | 621 | 741 | 273 |
3 | Standard deviation | 256.612489362793 | 317.496587908175 | 113.352594174375 |
3 | Top 5 (1) | 2271 | 2651 | 870 |
3 | Top 5 (2) | 2250 | 2639 | 860 |
3 | Top 5 (3) | 2237 | 2628 | 833 |
3 | Top 5 (4) | 2235 | 2620 | 831 |
3 | Top 5 (5) | 2225 | 2618 | 830 |
3 | Variance | 65849.9696969697 | 100804.083333333 | 12848.8106060606 |
This query returns the following table:
SELECT * FROM quantiles ORDER BY id, stats;
id | stats | expenditure | income | investment |
---|---|---|---|---|
1 | 1% | 415 | 451 | 179 |
1 | 10% | 448 | 493 | 192 |
1 | 25% | 510 | 558 | 229 |
1 | 5% | 421 | 465 | 180 |
1 | 50% | 602 | 694 | 280 |
1 | 75% | 704 | 799 | 304 |
1 | 90% | 779 | 897 | 322 |
1 | 95% | 1807 | 2070 | 658 |
1 | 99% | 1842 | 2132 | 700 |
1 | Maximum | 1842 | 2132 | 700 |
1 | Minimum | 415 | 451 | 179 |
2 | 1% | 798 | 922 | 315 |
2 | 10% | 858 | 988 | 371 |
2 | 25% | 1013 | 1178 | 494 |
2 | 5% | 816 | 949 | 339 |
2 | 50% | 1267 | 1493 | 526 |
2 | 75% | 1567 | 1831 | 570 |
2 | 90% | 1994 | 2318 | 816 |
2 | 95% | 2061 | 2423 | 844 |
2 | 99% | 2121 | 2470 | 853 |
2 | Maximum | 2121 | 2470 | 853 |
2 | Minimum | 798 | 922 | 315 |
3 | 1% | 1650 | 1910 | 597 |
3 | 10% | 1650 | 1910 | 597 |
3 | 25% | 1722 | 1976 | 611 |
3 | 5% | 1650 | 1910 | 597 |
3 | 50% | 2164 | 2545 | 824 |
3 | 75% | 2235 | 2620 | 831 |
3 | 90% | 2250 | 2639 | 860 |
3 | 95% | 2250 | 2639 | 860 |
3 | 99% | 2271 | 2651 | 870 |
3 | Maximum | 2271 | 2651 | 870 |
3 | Minimum | 1650 | 1910 | 597 |