Bayesian classification for dating archaeological sites via projectile points
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How to Cite

Armero, Carmen et al. “Bayesian classification for dating archaeological sites via projectile points”. SORT-Statistics and Operations Research Transactions, vol.VOL 45, no. 1, pp. 33-46, doi:10.2436/20.8080.02.108.


Abstract

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 4th and 3rd millennium cal BC.

Keywords

  • Bifacial flint arrowheads
  • chronological model
  • Dirichlet-multinomial process
  • posterior predictive distribution
  • radiocarbon dating
https://doi.org/10.2436/20.8080.02.108
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