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Individual-Based Models of Cultural Evolution - A Step-by-Step Guide Using R (Paperback)
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Individual-Based Models of Cultural Evolution - A Step-by-Step Guide Using R (Paperback)
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Total price: R1,503
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Individual-Based Models of Cultural Evolution shows readers how to
create individual-based models of cultural evolution using the
programming language R. The field of cultural evolution has emerged
in the last few decades as a thriving, interdisciplinary effort to
understand cultural change and cultural diversity within an
evolutionary framework and using evolutionary tools, concepts, and
methods. Given its roots in evolutionary biology, much of cultural
evolution is grounded in, or inspired by, formal models. Yet many
researchers interested in cultural evolution come from backgrounds
that lack training in formal modelling, such as psychology,
anthropology or archaeology. This book addresses that gap. It
provides example code in R for readers to run their own models,
moving from very simple models of the basic processes of cultural
evolution, such as biased transmission and cultural mutation, to
more advanced topics such as the evolution of social learning,
demographic effects, and social network analysis. Features of this
book: Recreates existing models in the literature to show how these
were created and to enable readers to have a better understanding
of their significance and how to apply them to their own research
questions Provides full R code to realize models and analyse and
plot outputs, with line-by-line analysis Requires no previous
knowledge of the field of cultural evolution, and only very basic
programming knowledge This is an essential resource for researchers
and students interested in cultural evolution, including
disciplines such as psychology, anthropology, archaeology, and
biology as well as sociology and digital humanities.
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