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0answers
74 views

Is it possible to use Mic (maximal information coefficient) as an 'evolution' of partial correlation?

I have seen on a 11 months ago question here the following quote from a paper referred on the question: ...
1
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0answers
58 views

GWAS and Statistical theory - does the likelihood of a detectable main effect decrease with complexity?

I've been wondering recently about the difficulty of detecting statistically significant results from, say, genome-wide association studies. In these studies, many - ($10^{8}$) for example- ...
14
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3answers
1k views

Can the MIC algorithm for detecting non-linear correlations be explained intuitively ?

More recently, I read two articles. First one is about the history of the correlation and second is about the new method called Maximal Information Coefficient (MIC). I need your help regarding to ...