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RNA sequencing analysis methods are often derived by relying on hypothetical parametric models for read counts that are not likely to be precisely satisfied in practice. Methods are often tested by analyzing data that have been simulated according to the assumed model.
(Benidt and Nettleton, 2015) SimSeq: a nonparametric approach to simulation of RNA-sequence datasets. Bioinformatics.