PValue
Specifies methods for adjusting p-values in multiple hypothesis testing scenarios to control error rates.
Definition
Namespace: Numerics.NET.Statistics.Tests
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.1.2
C#
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.1.2
public enum PValueAdjustmentMethodRemarks
When conducting multiple hypothesis tests simultaneously, the probability of making at least
one Type I error (false positive) increases. These adjustment methods help control different error rates
(family-wise error rate or false discovery rate) by applying corrections to the raw p-values.
Members
| None | 0 | No adjustment is applied to the p-values. |
| Bonferroni | 1 | Bonferroni correction that controls the family-wise error rate (FWER) by adjusting the significance level. |
| Holm | 2 | Holm's step-down procedure (also called sequential Bonferroni) that controls the family-wise error rate (FWER). |
| HolmSidak | 3 | Holm-Šidák step-down procedure for controlling the family-wise error rate (FWER). |
| Hochberg | 4 | Hochberg's step-up procedure that controls the family-wise error rate (FWER). |
| Hommel | 5 | Hommel's method for controlling the family-wise error rate (FWER). |
| Sidak | 6 | Šidák correction for controlling the family-wise error rate (FWER). |
| BenjaminiHochberg | 7 | Benjamini-Hochberg procedure for controlling the false discovery rate (FDR). |
| BenjaminiYekutieli | 8 | Benjamini-Yekutieli procedure for controlling the false discovery rate (FDR) under arbitrary dependence. |