cramersVBiasCorrected

Introduced in: v22.1

Cramer's V is a measure of association between two columns in a table. The result of the cramersV function ranges from 0 (corresponding to no association between the variables) to 1 and can reach 1 only when each value is completely determined by the other. The function can be heavily biased, so this version of Cramer's V uses the bias correction.

Syntax

cramersVBiasCorrected(column1, column2)

Arguments

column1 — First column to be compared. Any
column2 — Second column to be compared. Any

Returned value

Returns a value between 0 (corresponding to no association between the columns' values) to 1 (complete association). Float64

Examples

Comparison with regular cramersV

SELECT
    cramersV(a, b),
    cramersVBiasCorrected(a, b)
FROM
    (
        SELECT
            number % 10 AS a,
            number % 4 AS b
        FROM
            numbers(150)
    )

┌──────cramersV(a, b)─┬─cramersVBiasCorrected(a, b)─┐
│ 0.41171788506213564 │         0.33369281784141364 │
└─────────────────────┴─────────────────────────────┘

cramersVBiasCorrected​

cramersVBiasCorrected