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Oct 15, 2016 at 23:02 comment added Patrick B. This is a reasonable comment, but I don't think it really answers the question. I can think of several scenarios where zero-inflation is mechanistically plausible, but may or may not be necessary to model in practice. This is important because there are also costs associated to switching to a ZI model: fitting zero-inflated count models is usually much more computationally intensive than fitting a non-inflated count model, and hurdle methods are faster but the zero-inflation parameter can be hard to interpret.
Dec 29, 2015 at 2:31 history answered Matt Brems CC BY-SA 3.0