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Population closure and the bias-precision trade-off in spatial capture-recapture

机译:人口闭合和偏见 - 精度在空间捕获 - 重新夺取中的权衡

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摘要

Spatial capture-recapture (SCR) is an increasingly popular method for estimating ecological parameters. SCR often relies on data collected over relatively long sampling periods. While longer sampling periods can yield larger sample sizes and thus increase the precision of estimates, they also increase the risk of violating the closure assumption, thereby potentially introducing bias. The sampling period characteristics are therefore likely to play an important role in this bias-precision trade-off. Yet few studies have studied this trade-off and none has done so for SCR models.
机译:空间捕获 - 重新捕获(SCR)是一种越来越流行的估算生态参数的方法。 SCR经常依赖于在相对长的采样周期内收集的数据。 虽然更长的采样周期可以产生更大的样本尺寸,从而提高估计的精度,但它们也增加了违反闭合假设的风险,从而可能引入偏差。 因此,采样周期特征可能在这种偏见精度折衷中发挥重要作用。 然而,很少有研究已经研究了这种权衡,而且没有这样做过SCR模型。

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