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ADMUR (version 1.0.3)

ADMUR: ADMUR R package

Description

ADMUR: Ancient Demographic Modelling Using Radiocarbon

Tools to directly model underlying dynamics of radiocarbon date datasets using a Continuous Piecewise Linear (CPL) model framework, or Summed Probability Distributions (SPD) within a simulation framework.

Arguments

Details

Package to model population dynamics from anthropogenic datasets of dates, including radiocarbon dates and other date such as thermoluminescence. Provides tools to perform two modelling approaches:

1. Summed Probability Distribution generation, and simulation testing. Permits the rejection of a null hypothesis.

2. Directly models the underlying population dynamics using a Continuous Piecewise Linear (CPL) model framework.

The CPL model framework includes tools to: Estimate the dates and magnitude of demographic events (hinge points), both the Maximum likelihood (using DEoptimR search algorithm) and Credible Intervals (using MCMC Metropolis Hastings Algorithm); Perform Goodness of Fit tests; perform model comparison.

References

'Directly modelling population dynamics in the South American Arid Diagonal using 14C dates' by Adrian Timpson, Ramiro Barberena, Mark G. Thomas, C<U+00E9>sar M<U+00E9>ndez and Katie Manning, published in Philosophical Transactions of the Royal Society B, 2020. https://doi.org/10.1098/rstb.2019.0723