Problematizing Bayesian approaches to prehistoric chronologies

Detalhes bibliográficos
Autor(a) principal: Pettitt, Paul
Data de Publicação: 2015
Outros Autores: Zilhão, João
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10451/31082
Resumo: In recent years Bayesian exploration of radiocarbon datasets has been employed widely in prehistoric archaeology. Pertinent especially to major biogeographic and behavioural changes such as human dispersals and extinctions, the spread of agriculture and culture change, the method can offer a powerful means to improve considerably the precision of prehistorians’ investigation of some of the most major questions in human prehistory. As such its potential is profound – it has even been regarded as the third radiocarbon revolution – but its appropriateness is dependent on the assumptions that must be made of the samples selected for dating. How sound are these assumptions, and therefore how reliable are Bayesian analyses? Here, we introduce some aspects and assumptions that underline Bayesian modelling of radiocarbon measurements, and we problematize their application in Palaeolithic archaeology. We conclude that many existing models are faulty, and suggest some criteria for quality control in this field.
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spelling Problematizing Bayesian approaches to prehistoric chronologiesBayesian statisticsRadiocarbonMiddle-to-Upper Paleolithic transitionNeanderthalsModern humansIn recent years Bayesian exploration of radiocarbon datasets has been employed widely in prehistoric archaeology. Pertinent especially to major biogeographic and behavioural changes such as human dispersals and extinctions, the spread of agriculture and culture change, the method can offer a powerful means to improve considerably the precision of prehistorians’ investigation of some of the most major questions in human prehistory. As such its potential is profound – it has even been regarded as the third radiocarbon revolution – but its appropriateness is dependent on the assumptions that must be made of the samples selected for dating. How sound are these assumptions, and therefore how reliable are Bayesian analyses? Here, we introduce some aspects and assumptions that underline Bayesian modelling of radiocarbon measurements, and we problematize their application in Palaeolithic archaeology. We conclude that many existing models are faulty, and suggest some criteria for quality control in this field.Repositório da Universidade de LisboaPettitt, PaulZilhão, João2018-01-28T15:02:05Z20152015-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10451/31082eng0043-824310.1080/00438243.2015.1070082metadata only accessinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-08T16:24:14Zoai:repositorio.ul.pt:10451/31082Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T21:46:36.484451Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Problematizing Bayesian approaches to prehistoric chronologies
title Problematizing Bayesian approaches to prehistoric chronologies
spellingShingle Problematizing Bayesian approaches to prehistoric chronologies
Pettitt, Paul
Bayesian statistics
Radiocarbon
Middle-to-Upper Paleolithic transition
Neanderthals
Modern humans
title_short Problematizing Bayesian approaches to prehistoric chronologies
title_full Problematizing Bayesian approaches to prehistoric chronologies
title_fullStr Problematizing Bayesian approaches to prehistoric chronologies
title_full_unstemmed Problematizing Bayesian approaches to prehistoric chronologies
title_sort Problematizing Bayesian approaches to prehistoric chronologies
author Pettitt, Paul
author_facet Pettitt, Paul
Zilhão, João
author_role author
author2 Zilhão, João
author2_role author
dc.contributor.none.fl_str_mv Repositório da Universidade de Lisboa
dc.contributor.author.fl_str_mv Pettitt, Paul
Zilhão, João
dc.subject.por.fl_str_mv Bayesian statistics
Radiocarbon
Middle-to-Upper Paleolithic transition
Neanderthals
Modern humans
topic Bayesian statistics
Radiocarbon
Middle-to-Upper Paleolithic transition
Neanderthals
Modern humans
description In recent years Bayesian exploration of radiocarbon datasets has been employed widely in prehistoric archaeology. Pertinent especially to major biogeographic and behavioural changes such as human dispersals and extinctions, the spread of agriculture and culture change, the method can offer a powerful means to improve considerably the precision of prehistorians’ investigation of some of the most major questions in human prehistory. As such its potential is profound – it has even been regarded as the third radiocarbon revolution – but its appropriateness is dependent on the assumptions that must be made of the samples selected for dating. How sound are these assumptions, and therefore how reliable are Bayesian analyses? Here, we introduce some aspects and assumptions that underline Bayesian modelling of radiocarbon measurements, and we problematize their application in Palaeolithic archaeology. We conclude that many existing models are faulty, and suggest some criteria for quality control in this field.
publishDate 2015
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2015-01-01T00:00:00Z
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10.1080/00438243.2015.1070082
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