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We consider a model for spatially replicated counts proposed by38, also known as N-mixture models. The objective of this model is to estimate the abundance of the species of interest without the need of individual identification, while the model can be easily extended for understanding the relati...
we start by describing the notations for the model. Let\({n}_{jt}\)be the number of unique individuals detected at location\(j\)at time\(t\)for sampling occasions\(t=1,\dots ,T\)and locations\(j=1,\dots ,R\). We assume that within the ...