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1
Supplementary material from "Contact-tracing in cultural evolution: a Bayesian mixture model to detect geographic areas of language contact" ...
Ranacher, Peter; Neureiter, Nico; van Gijn, Rik. - : The Royal Society, 2021
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Supplementary material from "Contact-tracing in cultural evolution: a Bayesian mixture model to detect geographic areas of language contact" ...
Abstract: When speakers of different languages interact, they are likely to influence each other: contact leaves traces in the linguistic record, which in turn can reveal geographical areas of past human interaction and migration. However, other factors may contribute to similarities between languages. Inheritance from a shared ancestral language and universal preference for a linguistic property may both overshadow contact signals. How can we find geographical contact areas in language data, while accounting for the confounding effects of inheritance and universal preference? We present sBayes, an algorithm for Bayesian clustering in the presence of confounding effects. The algorithm learns which similarities are better explained by confounders, and which are due to contact effects. Contact areas are free to take any shape or size, but an explicit geographical prior ensures their spatial coherence. We test sBayes on simulated data and apply it in two case studies to reveal language contact in South America and the ...
Keyword: Computational Biology; Evolutionary Biology; FOS Biological sciences
URL: https://dx.doi.org/10.6084/m9.figshare.c.5537672.v1
https://rs.figshare.com/collections/Supplementary_material_from_Contact-tracing_in_cultural_evolution_a_Bayesian_mixture_model_to_detect_geographic_areas_of_language_contact_/5537672/1
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3
Supplementary material from "Can Bayesian phylogeography reconstruct migrations and expansions in linguistic evolution?" ...
Neureiter, Nico; Ranacher, Peter; Gijn, Rik Van. - : The Royal Society, 2021
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4
Can Bayesian phylogeography reconstruct migrations and expansions in linguistic evolution? ...
Neureiter, Nico; Ranacher, Peter; Van Gijn, Rik. - : Royal Society Publishing, 2021
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5
Supporting Information: Can Bayesian phylogeography reconstruct migrations and expansions in linguistic evolution? ...
Neureiter, Nico; Ranacher, Peter; Gijn, Rik Van. - : The Royal Society, 2021
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6
Supporting Information: Can Bayesian phylogeography reconstruct migrations and expansions in linguistic evolution? ...
Neureiter, Nico; Ranacher, Peter; Gijn, Rik Van. - : The Royal Society, 2021
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7
Can Bayesian phylogeography reconstruct migrations and expansions in linguistic evolution?
In: R Soc Open Sci (2021)
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8
Contact-tracing in cultural evolution: a Bayesian mixture model to detect geographic areas of language contact
In: J R Soc Interface (2021)
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9
Supplementary material from "Can Bayesian phylogeography reconstruct migrations and expansions in linguistic evolution?" ...
Neureiter, Nico; Ranacher, Peter; Gijn, Rik Van. - : The Royal Society, 2020
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10
Supplementary material from "Can Bayesian phylogeography reconstruct migrations and expansions in linguistic evolution?" ...
Neureiter, Nico; Ranacher, Peter; Gijn, Rik Van. - : The Royal Society, 2020
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11
NicoNeureiter/drifting_into_nowhere: First release of drifting_into_nowhere ...
Neureiter, Nico. - : Zenodo, 2020
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12
NicoNeureiter/drifting_into_nowhere: First release of drifting_into_nowhere ...
Neureiter, Nico. - : Zenodo, 2020
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13
Supporting Information: Can Bayesian phylogeography reconstruct migrations and expansions in linguistic evolution? ...
Neureiter, Nico; Ranacher, Peter; Gijn, Rik Van. - : The Royal Society, 2020
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