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A note on simplifying likelihoods for site occupancy models
Authors:Morgan Byron J T  Revell David J  Freeman Stephen N
Affiliation:Institute of Mathematics, Statistics and Actuarial Science, University of Kent Canterbury, Kent CT2 7NF, UK. B.J.T.Morgan@kent.ac.uk
Abstract:We show how a simple reparameterization can reduce the number of parameters that need to be estimated by numerical maximum likelihood in site occupancy models. Three examples are provided.
Keywords:Heterogeneous detection models    Orthogonal parameter estimators    Profile log likelihoods    Timed species counts    Zero inflation    Zero-modified distributions
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