The rho is used to define a gap and variation between two datasets, similar to fc(fold change).
a numeric vector in condition A.
a numeric vector in condition B.
The rho is defined as square root of products of
, that is
where ψ is used to define a overlap between two datasets and ζ is used to define effect variation. ρ > 1 indicates that there is gap between two datasets and noise is smaller than treatment effect, otherwise, there is overall lap and big noise in two datasets.
return a numeric value
Yuan-De Tan Anita M. Chandler, Arindam Chaudhury, and Joel R. Neilson(2015) A Powerful Statistical Approach for Large-scale Differential Transcription Analysis. Plos One. 2015 DOI: 10.1371/journal.pone.0123658.
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