2 papers
stat.AP2021
Fast Bayesian inference for large occupancy data sets, using the Polya-Gamma scheme
Alex Diana, Emily Dennis, Eleni Matechou +1
In recent years, the study of species' occurrence has benefited from the increased availability of large-scale citizen-science data. Whilst abundance data from standardized monitor…
stat.ME2020
A general modelling framework for open wildlife populations based on the Polya Tree prior
Alex Diana, Eleni Matechou, Jim Griffin +5
Wildlife monitoring for open populations can be performed using a number of different survey methods. Each survey method gives rise to a type of data and, in the last five decades,…