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Simulated data can provide a useful approximation to real dataset in cases where experimental determination of the ground truth on a large scale is infeasible. However, for the simulation to be useful, it is critical that it has the same characteristics as real datasets.
(Kassuhn et al., 2016) Cseq-Simulator: A Data Simulator for Clip-Seq Experiments. Pac Symp Biocomput.