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2 votes
0 answers
131 views

What is the alternative to the 2-way ANOVA when the data are non-parametric in addition to being non-ordinal

I understand that the scheirer-ray-hare test would be a good option, however, the literature mentions that it is not reliable in my case because it uses data on an ordinal scale. What alternative ...
Pao Buitrón's user avatar
1 vote
2 answers
15k views

Is there a non-parametric alternative to Two-Way Repeated Measures Anova?

I am currently comparing the EEG funcional connectivity measured at 14 electrodes and 4 frequency bands between highly and lowly hypnotic susceptible individuals. I extracted the coherence and the ...
andyfilip's user avatar
2 votes
0 answers
435 views

What is the nonparametric variant of multivariate ANOVA with more than one one factor (and with interactions between factors)? [duplicate]

I analyze real data where assuptions of classical multiway (more than one factor assumed) MANOVA (more than one response variable) are not met (normality, equal variances). Is there any nonparametric ...
sitems's user avatar
  • 3,989
19 votes
3 answers
18k views

A non-parametric repeated-measures multi-way Anova in R?

The following question is one of those holy grails for me for some time now, I hope someone might be able to offer a good advice. I wish to perform a non-parametric repeated measures multiway anova ...
Tal Galili's user avatar
  • 21.8k