CAPTURE RECAPTURE ESTIMATION VIA GIBBS SAMPLING
成果类型：
Article
署名作者：
GEORGE, EI; ROBERT, CP
署名单位：
Sorbonne Universite
刊物名称：
BIOMETRIKA
ISSN/ISSBN：
0006-3444
DOI：
10.1093/biomet/79.4.677
发表日期：
1992
页码：
677683
关键词：
摘要：
Capture-recapture models are widely used in the estimation of population sizes. Based on data augmentation considerations, we show how Gibbs sampling can be applied to calculate Bayes estimates in this setting. As a result, formulations which were previously avoided because of analytical and numerical intractability can now be easily considered for practical application. We illustrate this potential by using Gibbs sampling to calculate Bayes estimates for a hierarchical capture-recapture model in a real example.