Radiocarbon dating with temporal order constraints

Citation
G. Nicholls et M. Jones, Radiocarbon dating with temporal order constraints, J ROY STA C, 50, 2001, pp. 503-521
Citations number
18
Categorie Soggetti
Mathematics
Journal title
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS
ISSN journal
00359254 → ACNP
Volume
50
Year of publication
2001
Part
4
Pages
503 - 521
Database
ISI
SICI code
0035-9254(2001)50:<503:RDWTOC>2.0.ZU;2-D
Abstract
Bayesian methods are now widely used for analysing radiocarbon dates. We fi nd that the non-informative priors in use in the literature generate a bias towards wider date ranges which does not in general reflect substantial pr ior knowledge. We recommend using a prior in which the distribution of the difference between the earliest and latest dates has a uniform distribution . We show how such priors are derived from a simple physical model of the d eposition and observation process. We illustrate this in a case-study, exam ining the effect that various priors have on the reconstructed dates. Bayes factors are used to help to decide model choice problems.