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Consistent estimation of species abundance from a presence-absence map
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Consistent estimation of species abundance from a presence-absence map

Christine H. Müller, Richard HugginsWen-Han Hwang
Statistics and Probability Letters, 卷.81(9), 頁碼.1449-1457
09/2011

摘要

Consistency Gamma-Poisson model Presence absence map Statistics and Probability Statistics Probability and Uncertainty
The estimation of the abundance of a species using the presence or absence of the species over a grid of cells simplifies data collection but the resulting statistical analysis is challenging. Several estimators have been proposed but their properties are unknown. Here we consider a generalized gamma-Poisson model which allows dependencies across the grid and develop a new estimator for this model. It is shown that this estimator is consistent, allowing us to conclude that it is indeed possible to estimate abundance from presence-absence maps. © 2011 Elsevier B.V.

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