Multiple Testing.Get Sidak Effective Significance Level Method
Calculates the Sidak effective significance level.
Definition
Namespace: Numerics.NET.Statistics.Tests
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.1.2
C#
The adjusted significance level using the Sidak correction.
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.1.2
public static double GetSidakEffectiveSignificanceLevel(
double significanceLevel,
int numberOfTests
)
Parameters
- significanceLevel Double
- The original significance level.
- numberOfTests Int32
- The number of hypothesis tests.
Return Value
DoubleThe adjusted significance level using the Sidak correction.
Remarks
This method adjusts the significance level to control the family-wise error rate under the assumption of independent tests. It is less conservative than the Bonferroni correction. Ensure independence of tests for valid results.