title: Quantifying uncertainty in the phylogenetics of Australian numeral systems.
abstract: Researchers have long been interested in the evolution of culture and the ways in which change in cultural systems can be reconstructed and tracked. Within the realm of language, these questions are increasingly investigated with Bayesian phylogenetic methods. However, such work in cultural phylogenetics could be improved by more explicit quantification of reconstruction and transition probabilities. We apply such methods to numerals in the languages of Australia. As a large phylogeny with almost universal 'low-limit' systems, Australian languages are ideal for investigating numeral change over time. We reconstruct the most likely extent of the system at the root and use that information to explore the ways numerals evolve. We show that these systems do not increment serially, but most commonly vary their upper limits between 3 and 5. While there is evidence for rapid system elaboration beyond the lower limits, languages lose numerals as well as gain them. We investigate the ways larger numerals build on smaller bases, and show that there is a general tendency to both gain and replace 4 by combining 2 + 2 (rather than inventing a new unanalysable word 'four'). We develop a series of methods for quantifying and visualizing the results.
authors.affiliation: Department of Biomedical Engineering, Yale University, 55 Prospect St, New Haven, CT 06511, USA.
authors.forename: Kevin
authors.identifier: http://orcid.org/0000-0002-0351-8812
authors.initials: K
authors.lastname: Zhou
authors.affiliation: Department of Linguistics, Yale University, 370 Temple St, New Haven, CT 06511, USA claire.bowern@yale.edu.
authors.forename: Claire
authors.identifier: http://orcid.org/0000-0002-9512-4393
authors.initials: C
authors.lastname: Bowern
mesh_terms: D001315:Australia; D001499:Bayes Theorem; D003468:Cultural Evolution; D006801:Humans; D007802:Language; D008037:Linguistics; D035501:Uncertainty
keywords: Australian languages; cultural reconstruction; evolution; linguistics; phylogenetics