mne.stats.
f_oneway
(*args)[source]¶Perform a 1way ANOVA.
The oneway ANOVA tests the null hypothesis that 2 or more groups have the same population mean. The test is applied to samples from two or more groups, possibly with differing sizes [1].
This is a modified version of scipy.stats.f_oneway()
that avoids
computing the associated pvalue.
Parameters: 


Returns: 

Notes
The ANOVA test has important assumptions that must be satisfied in order for the associated pvalue to be valid.
If these assumptions are not true for a given set of data, it may still be
possible to use the KruskalWallis Htest (scipy.stats.kruskal()
)
although with some loss of power
The algorithm is from Heiman [2], pp.3947.
References
[1]  (1, 2) Lowry, Richard. “Concepts and Applications of Inferential Statistics”. Chapter 14. 
[2]  (1, 2) Heiman, G.W. Research Methods in Statistics. 2002. 
mne.stats.f_oneway
¶