pymare.stats.bonferroni

bonferroni(p_values)

Perform Bonferroni correction on p values.

This correction is based on the one described in Bonferroni[1] and Shaffer[2].

Added in version 0.0.4.

Parameters:

p_values (numpy.ndarray) – Uncorrected p values.

Returns:

p_corr – Corrected p values.

Return type:

numpy.ndarray

References

[1]

Carlo Bonferroni. Teoria statistica delle classi e calcolo delle probabilita. Pubblicazioni del R Istituto Superiore di Scienze Economiche e Commericiali di Firenze, 8:3–62, 1936.

[2]

Juliet Popper Shaffer. Multiple hypothesis testing. Annual review of psychology, 46(1):561–584, 1995.