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Bayesian classication for dating archaeological sites via projectile points

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Bayesian classication for dating archaeological sites via projectile points

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Armero-Cervera, Carmen; García-Donato Layrón, Gonzalo; Jiménez Puerto, Joaquín; Pardo Gordó, Salvador; Bernabeu Aubán, Joan

Aquest document és un/a article, creat/da en: 2021

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 classi er 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. KEYWORDS: Bifacial int arrowheads; Chronological model; Dirichlet-multinomial

Armero-Cervera, Carmen, García-Donato Layrón, Gonzalo, Jiménez Puerto, Joaquín, Pardo Gordó, Salvador, Bernabeu Aubán, Joan (2022). Bayesian classication for dating archaeological sites via projectile points. Sort-Statistics And Operations Research Transactions, 45 1 33 46