Combining cosmogenic, stratigraphic, and paleomagnetic information using a Bayesian approach: General results and an application to Sterkfontein
Abstract
In geochronology it is increasingly common to apply several methods to a set of samples. The task then arises of combining different types of data, with perhaps qualitatively different types of uncertainty, into a coherent age estimate which makes optimum use of the available information. In this paper we discuss a method which uses Bayesian reasoning to combine radiometric, stratigraphic, and paleomagnetic information when dating sediment layers. After presenting a general formulation, we derive an analytic formula for the probability distribution of the age of a sediment layer. We then apply this methodology to refine previous cosmogenic nuclide burial dating results for the age of a sediment layer containing a hominin fossil at Sterkfontein, South Africa. (c) 2006 Elsevier B.V. All rights reserved.
Published in:
Earth and Planetary Science Letters 243,3-4 (2006) 400-408;
Link to original published article:
http://dx.doi.org/10.1016/j.epsl.2005.12.020
Keywords
bayesian statistics;; cosmogenic nuclides;; burial dating;; paleomagnetism;; geochronology;; inference;; dates
Date of Version
1-1-2006
Recommended Citation
Muzikar, P. and Granger, D., "Combining cosmogenic, stratigraphic, and paleomagnetic information using a Bayesian approach: General results and an application to Sterkfontein" (2006). Department of Physics and Astronomy Faculty Publications. Paper 199.
https://docs.lib.purdue.edu/physics_articles/199