BayLum - An R package for Bayesian analysis of OSL ages: An introduction

Anne Philippe; Guillaume Guérin; Sebastian Kreutzer

doi:10.1016/j.quageo.2018.05.009

BayLum - An R package for Bayesian analysis of OSL ages: An introduction

Anne Philippe
, Guillaume Guérin
, Sebastian Kreutzer

Research output: Contribution to journal › Article › peer-review

27 Citations (Scopus)

Abstract

We introduce a new R package ‘BayLum’ devoted to the analysis of OSL data and to construct chronological models in a Bayesian framework. Our contribution presents a summary of the statistical models, and introduces the main functions implemented in the package.

Original language	English
Pages (from-to)	16-24
Number of pages	9
Journal	Quaternary Geochronology
Volume	49
Early online date	18 May 2018
DOIs	https://doi.org/10.1016/j.quageo.2018.05.009
Publication status	Published - 01 Feb 2019
Externally published	Yes

Keywords

Age model
Bayesian statistics
Luminescence dating
MCMC algorithm
Statistical software

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title = "BayLum - An R package for Bayesian analysis of OSL ages: An introduction",

abstract = "We introduce a new R package {\textquoteleft}BayLum{\textquoteright} devoted to the analysis of OSL data and to construct chronological models in a Bayesian framework. Our contribution presents a summary of the statistical models, and introduces the main functions implemented in the package.",

keywords = "Age model, Bayesian statistics, Luminescence dating, MCMC algorithm, Statistical software",

author = "Anne Philippe and Guillaume Gu{\'e}rin and Sebastian Kreutzer",

note = "Publisher Copyright: {\textcopyright} 2018 Elsevier B.V.",

year = "2019",

month = feb,

day = "1",

doi = "10.1016/j.quageo.2018.05.009",

language = "English",

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T2 - An introduction

AU - Philippe, Anne

AU - Guérin, Guillaume

AU - Kreutzer, Sebastian

PY - 2019/2/1

Y1 - 2019/2/1

N2 - We introduce a new R package ‘BayLum’ devoted to the analysis of OSL data and to construct chronological models in a Bayesian framework. Our contribution presents a summary of the statistical models, and introduces the main functions implemented in the package.

AB - We introduce a new R package ‘BayLum’ devoted to the analysis of OSL data and to construct chronological models in a Bayesian framework. Our contribution presents a summary of the statistical models, and introduces the main functions implemented in the package.

KW - Age model

KW - Bayesian statistics

KW - Luminescence dating

KW - MCMC algorithm

KW - Statistical software

UR - https://www.scopus.com/pages/publications/85051699764

U2 - 10.1016/j.quageo.2018.05.009

DO - 10.1016/j.quageo.2018.05.009

M3 - Article

SN - 1871-1014

VL - 49

SP - 16

EP - 24

JO - Quaternary Geochronology

JF - Quaternary Geochronology

ER -

BayLum - An R package for Bayesian analysis of OSL ages: An introduction

Abstract

Keywords

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