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Correlation Confidence Interval

Estimate a Pearson correlation interval with Fisher’s z transform.

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Local calculations. Results are estimates, not professional advice.

Lower correlation bound

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Approximation assumes independent paired observations and approximately bivariate-normal data.

Formula

Use tanh[atanh(r)±z/√(n−3)]. r is sample Pearson correlation, n is paired observation count, and z is the two-sided standard-normal critical value for the chosen confidence. The transforms convert between correlation and Fisher's scale.

Estimate a Pearson correlation interval with Fisher’s z transform.

Worked example

Sample correlation r
0
Paired observations
30
Confidence level (%)
95
Lower correlation bound
-0.360269222596
Upper correlation bound
0.360269222596

Scope and limitations

Approximation assumes independent paired observations and approximately bivariate-normal data.

Inputs are checked for missing values and allowed ranges. A result outside the finite numeric range is not displayed. Rounding affects display, while the calculation uses the model’s numeric precision.

Check your units and assumptions before relying on a result. Changing a label does not convert a currency or physical unit.

Formula version: 298fb2aab2da · Example checked:

Methodology

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