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  • 标题:conting: An R Package for Bayesian Analysis of Complete and Incomplete Contingency Tables
  • 本地全文:下载
  • 作者:Antony M. Overstall ; Ruth King
  • 期刊名称:Journal of Statistical Software
  • 印刷版ISSN:1548-7660
  • 电子版ISSN:1548-7660
  • 出版年度:2014
  • 卷号:58
  • 期号:1
  • 页码:1-27
  • 语种:English
  • 出版社:University of California, Los Angeles
  • 摘要:The aim of this paper is to demonstrate the R package conting for the Bayesian analysis of complete and incomplete contingency tables using hierarchical log-linear models. This package allows a user to identify interactions between categorical factors (via complete contingency tables) and to estimate closed population sizes using capture-recapture studies (via incomplete contingency tables). The models are fitted using Markov chain Monte Carlo methods. In particular, implementations of the Metropolis-Hastings and reversible jump algorithms appropriate for log-linear models are employed. The conting package is demonstrated on four real examples.
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