Learning objectives
This lesson develops competence in poisson, negative binomial, zero-inflated, mixture and hierarchical count models. By completion, a learner should be able to explain the assumptions, reproduce a calculation, design a validation plan and identify when a sophisticated model is not trustworthy.



