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Presence of overdispersion in real data: Shows the need of a non-linear mean-variance relationship in the pancreatic islet data. Each point represents the mean-variance relationship for one gene. In the legend ϕ represents the overdispersion parameter of the negative binomial distribution and p represents the drop-out probability.
