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Hierarchical Bayesian modeling for combining Dates in archaeological context

Abstract : A Bayesian approach is proposed for combining dates from different dating methods used in archaeology. This modeling provides an automatic way to penalize outlying data. Examples are provided from different archaeological contexts involving radiocarbon, luminescence and archaeomagnetic results. This new combination procedure is also applied to the wiggle-matching process in dendrochronological dating. Calculations are based on MCMC numerical techniques and can be performed using the cross-platform ChronoModel application which is free, open source software (FOSS).
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https://hal.archives-ouvertes.fr/hal-01162404
Contributor : Anne Philippe <>
Submitted on : Thursday, December 10, 2015 - 9:28:25 PM
Last modification on : Friday, March 27, 2020 - 12:41:15 PM
Long-term archiving on: : Saturday, April 29, 2017 - 11:38:11 AM

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  • HAL Id : hal-01162404, version 3

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Philippe Lanos, Anne Philippe. Hierarchical Bayesian modeling for combining Dates in archaeological context. 2015. ⟨hal-01162404v3⟩

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