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StatsMcCorrection

Namespace: STATSLIB  ·  Library: Statistics Library

#include <sts/sts_correction.h>

class STSLIB::StatsMcCorrection

Multiple comparison correction methods.

Bonferroni, Holm-Bonferroni and Benjamini-Hochberg FDR adjustments for mass-univariate p-value maps.

Static Methods​

bonferroni(pValues)​

Bonferroni correction: corrected_p = min(p * n, 1.0).

Parameters:

  • pValues : const Eigen::MatrixXd & Matrix of p-values.

Returns:

  • Eigen::MatrixXd — Corrected p-values (same shape as input).

holmBonferroni(pValues)​

Holm-Bonferroni step-down correction.

Parameters:

  • pValues : const Eigen::MatrixXd & Matrix of p-values.

Returns:

  • Eigen::MatrixXd — Corrected p-values (same shape as input).

fdr(pValues, alpha)​

False Discovery Rate (Benjamini-Hochberg) correction.

Parameters:

  • pValues : const Eigen::MatrixXd & Matrix of p-values.

  • alpha : double Significance level (default 0.05, used for reference only; correction is applied regardless).

Returns:

  • Eigen::MatrixXd — Corrected p-values (same shape as input).

Authors of this file​