scikit_posthocs.global_simes_test¶
- scikit_posthocs.global_simes_test(p_vals: Union[List, ndarray]) float ¶
Global Simes test of the intersection null hypothesis.
Computes the combined p value as min(np(i)/i), where p(1), …, p(n) are the ordered p values 1.
- Parameters
p_vals (Union[List, ndarray]) – An array of p values.
- Returns
p_value – Global p value.
- Return type
float
References
- 1
Simes, R. J. (1986). An improved Bonferroni procedure for multiple tests of significance. Biometrika, 73(3):751-754.
Examples
>>> arr = [0.04, 0.03, 0.98, 0.01, 0.43, 0.99, 1.0, 0.002] >>> sp.global_simes_test(arr)