COVAR_POP() OVER ...

All functions > WINDOW FUNCTION > COVAR_POP() OVER ...

Returns the population covariance over the window frame.

Syntax

COVAR_POP(expr_y, expr_x) [FILTER (WHERE condition) | WITHIN (WHERE condition)] OVER ([PARTITION BY expr [, ...]] [ORDER BY sort_item [, ...]] [ROWS|RANGE|GROUPS frame])

Notes

  • Computes population covariance (divides by N) over a window
  • NULL values in either expression are excluded

See also

Examples

FeatureQL
SELECT
    -- Population covariance over the frame (id is only the sort key)
    f1 := ZIP(
        ARRAY(1, 2, 3, 4) AS id,
        ARRAY(30, 10, 20, 5) AS v,
        ARRAY(1.0e0, 2.0e0, 4.0e0, 8.0e0) AS x
    ).TRANSFORM(
        SELECT COVAR_POP(CAST(v AS DOUBLE), x) OVER (ORDER BY id ASC).ROUND(2)
    ).UNWRAP(),
    -- Population covariance counting only rows where v > 15 (10 and 5 excluded from the frame)
    f2 := ZIP(
        ARRAY(1, 2, 3, 4) AS id,
        ARRAY(30, 10, 20, 5) AS v,
        ARRAY(1.0e0, 2.0e0, 4.0e0, 8.0e0) AS x
    ).TRANSFORM(
        SELECT COVAR_POP(CAST(v AS DOUBLE), x) FILTER (WHERE v > 15) OVER (
            ORDER BY id ASC
        ).ROUND(
            2
        )
    ).UNWRAP()
;
Result
f1 ARRAYf2 ARRAY
[0.00, -5.00, -3.33, -18.44][0.00, 0.00, -7.50, -7.50]

Last update at: 2026/08/04 11:25:38