论文标题
通过弹丸点进行约会考古遗址的贝叶斯分类
Bayesian classification for dating archaeological sites via projectile points
论文作者
论文摘要
约会是考古学家的关键要素。我们提出了一种贝叶斯方法，以向既不具有放射性碳约会也不清晰的地层且唯一的信息来自岩性箭头的地点提供年表。该分类器基于Dirichlet-Multinomial推论过程和后验预测分布。该程序用于预测伊比利亚半岛东部的一组未注明日期的周期，在iivth和iiird Millennium cal期间。公元前。
Dating is a key element for archaeologists. We propose a Bayesian approach to provide chronology to sites that have neither radiocarbon dating nor clear stratigraphy and whose only information comes from lithic arrowheads. This classifier is based on the Dirichlet-multinomial inferential process and posterior predictive distributions. The procedure is applied to predict the period of a set of undated sites located in the east of the Iberian Peninsula during the IVth and IIIrd millennium cal. BC.
