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Quality in Bayesian chronological models in archaeology

Bibliographic Data

ID4854497
AuthorsAlex Bayli (0000-0003-2782-1979, Historic England, corresponding author)
Year2015
Volume47
Issue4
Pages677-700
Publication date2015-08-08
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueWorld Archaeology (JOURNAL)
Journal identifiersISSN: 0043-8243 • E-ISSN: 1470-1375
PublisherInforma UK Limited (PUBLISHER • GB)
DOI10.1080/00438243.2015.1067640
OpenAlexW2263958115
LanguageEN
Citations received128
References cited68

Bayesian chronological modelling is fast becoming the method of choice for the interpretation of radiocarbon dates in archaeological and palaeoenvironmental studies around the world. Although software enabling the routine application of the method has been available for more than twenty years, more than half of published models have appeared in the past fiveyears. Unfortunately, the pace of development in statistical methodology has not been matched by the increased care in sample selection and reporting that is required for robust modelling. Barely half the applications considered in this article provide the information necessary to assess the models presented critically. This article discusses what information is required to allow the quality of Bayesian chronological models to be assessed, and provides check-lists for authors, editors and referees, in the hope of improving current practice

Archaeology · Bayesian inference · Bayesian probability · Bayesian statistics · Data science · Epistemology · Geography · Interpretation (philosophy · Pace · Quality (philosophy · Radiocarbon dating · Sample (material · Archaeology and ancient environmental studies · Artificial Intelligence · Computer Science · Historical and Cultural Archaeology Studies · History · Pacific and Southeast Asian Studies · Software

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Unique citing works128
Citations per year11,64
Citation span2015 - 2026 (12)
Citation velocitycurrent
Highly citedYes
Citation typesNeutral: 124

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