Designing count‐based studies in a world of hierarchical models
Quresh S. Latif,
Jonathon J. Valente,
Alison Johnston
et al.
Abstract:Advances in hierarchical modeling have improved estimation of ecological parameters from count data, especially those quantifying population abundance, distribution, and dynamics by explicitly accounting for observation processes, particularly incomplete detection. Even hierarchical models that account for incomplete detection, however, cannot compensate for data limitations stemming from poorly planned sampling. Ecologists therefore need guidance for planning count‐based studies that follow established sampli… Show more
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