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Assuming you have RNA-seq data, different treatments and replicated samples: With RNA-seq data and the multiple ways of counting/normalization of read counts obviously there exist also different...
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To my knowledge there are at least 11 different methods available (http://www.biomedcentral.com/1471-2105/14/91/). What tests do you prefer and for which kind of data/conditions?
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