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Filtering by: Creator Brintz, Ben Advisor Madsen, Lisa Rights Statement In Copyright

A Normal Approximation to N-mixture Models with Applications in Large Abundance Estimation and Disease Surveillance

Creator:

Brintz, Benjamin J.

Abstract:

N-mixture models provide a structure for making inference about a local population size while accounting for imperfect detection. Using a binomial likelihood, they assume prior distributions on the size parameters and then integrate those parameters out of the full likelihood. For large population sizes, the established frequentist methods have exhibited...

Resource Type:

Dissertation

Full Text:

AN ABSTRACT OF THE DISSERTATION OF Ben Brintz for the degree