Bayesian statistics in luminescence dating: The ’baSAR’-model and its implementation in the R package ’Luminescence’

Norbert Mercier; Sebastian Kreutzer; Claire Christophe; Guillaume Guérin; Pierre Guibert; Christelle Lahaye; Philippe Lanos; Anne Philippe; Chantal Tribolo

Bayesian statistics in luminescence dating: The ’baSAR’-model and its implementation in the R package ’Luminescence’

Norbert Mercier, Sebastian Kreutzer, Claire Christophe, Guillaume Guérin, Pierre Guibert, Christelle Lahaye, Philippe Lanos, Anne Philippe, Chantal Tribolo

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Abstract

A function named analyse baSAR() was written using the statistical programming language R and its code is now available within the R package ’Luminescence’. The function allows the application of the Bayesian hierarchical model ’baSAR’ proposed by Combés et al. (2015) and comes with additional features to analyse luminescence data in a straight forward way. Example scripts are provided showing the possible numerical and graphical outputs

Original language	English
Pages (from-to)	14-21
Number of pages	8
Journal	Ancient TL
Volume	34
Issue number	2
Publication status	Published - 31 Dec 2016
Externally published	Yes

Keywords

R
Bayesian statistics
luminescence dating
hierarchical model
SAR

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Bayesian statistics in luminescence dating: The 'baSAR'-model and its implementation in the R package 'Luminescence'Final published version, 1.04 MBLicence: CC BY

http://www.ancienttl.org/ATL_34-2_2016/ATL_34-2_Mercier_p14-21.pdfLicence: CC BY

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title = "Bayesian statistics in luminescence dating: The {\textquoteright}baSAR{\textquoteright}-model and its implementation in the R package {\textquoteright}Luminescence{\textquoteright}",

abstract = "A function named analyse baSAR() was written using the statistical programming language R and its code is now available within the R package {\textquoteright}Luminescence{\textquoteright}. The function allows the application of the Bayesian hierarchical model {\textquoteright}baSAR{\textquoteright} proposed by Comb{\'e}s et al. (2015) and comes with additional features to analyse luminescence data in a straight forward way. Example scripts are provided showing the possible numerical and graphical outputs",

keywords = "R, Bayesian statistics, luminescence dating, hierarchical model, SAR",

author = "Norbert Mercier and Sebastian Kreutzer and Claire Christophe and Guillaume Gu{\'e}rin and Pierre Guibert and Christelle Lahaye and Philippe Lanos and Anne Philippe and Chantal Tribolo",

year = "2016",

month = dec,

day = "31",

language = "English",

volume = "34",

pages = "14--21",

journal = "Ancient TL",

issn = "0735-1348",

publisher = "East Carolina University",

number = "2",

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TY - JOUR

T1 - Bayesian statistics in luminescence dating

T2 - The ’baSAR’-model and its implementation in the R package ’Luminescence’

AU - Mercier, Norbert

AU - Kreutzer, Sebastian

AU - Christophe, Claire

AU - Guérin, Guillaume

AU - Guibert, Pierre

AU - Lahaye, Christelle

AU - Lanos, Philippe

AU - Philippe, Anne

AU - Tribolo, Chantal

PY - 2016/12/31

Y1 - 2016/12/31

N2 - A function named analyse baSAR() was written using the statistical programming language R and its code is now available within the R package ’Luminescence’. The function allows the application of the Bayesian hierarchical model ’baSAR’ proposed by Combés et al. (2015) and comes with additional features to analyse luminescence data in a straight forward way. Example scripts are provided showing the possible numerical and graphical outputs

AB - A function named analyse baSAR() was written using the statistical programming language R and its code is now available within the R package ’Luminescence’. The function allows the application of the Bayesian hierarchical model ’baSAR’ proposed by Combés et al. (2015) and comes with additional features to analyse luminescence data in a straight forward way. Example scripts are provided showing the possible numerical and graphical outputs

KW - R

KW - Bayesian statistics

KW - luminescence dating

KW - hierarchical model

KW - SAR

M3 - Article

SN - 0735-1348

VL - 34

SP - 14

EP - 21

JO - Ancient TL

JF - Ancient TL

IS - 2

ER -

Bayesian statistics in luminescence dating: The ’baSAR’-model and its implementation in the R package ’Luminescence’

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Keywords

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