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Occupancy model

Comparison of ADMB and WinBUGS modelling approach for simple occupancy model. This is also a comparison of Bayesian and frequentist modelling.

bugs-admb code


The presence of animals (or some other object) at a site is determined by a  latent indicator variable z:

  z = 1 presence of animlas

  z = 0 absence

Conditioinally on z = 1, the number of animals y follows a binomial distribution


The following annotated code show how such a model is implemented in WinBUGS and ADMB, and highlights differences.