Austronesian language phylogenies: myths and misconceptions about Bayesian computational methods
Greenhill, S.J. & Gray, R.D. (2009) Austronesian language phylogenies: myths and misconceptions about Bayesian computational methods. In Austronesian historical linguistics and culture history: a festschrift for Robert Blust. A. Adelaar & A. Pawley (Eds). Canberra: Pacific Linguistics.
Historical linguistics has never been particularly intimate with computers. The first wave of computational historical linguistics—lexicostatistics—was developed in the 1950s and quickly applied to language groups around the world from Indo-European to Austronesian. However, critics were quick to point out the problems caused by assuming a single constant rate of lexical replacement and repeatedly noted the erroneous results that this produced. As a consequence of these critiques lexicostatistics has been widely rejected by mainstream historical linguists. The last few years have seen a second wave of computational approaches entering historical linguistics: phylogenetic methods. These techniques, drawn from evolutionary biology, have been used to investigate some provocative and controversial claims about human prehistory. Given the combination of strong claims, new techniques, and the high-profile reporting of results, it is not surprising that these studies are often controversial. Sadly many of these criticisms are mired in misunderstanding. Computational phylogenetic methods are not just lexicostatistics redux, but a powerful supplement to the comparative method used in historical linguistics. Here we will focus on one of the great battlegrounds between lexicostatistics and the traditional comparative method: the Austronesian language family. First, we will describe how Bayesian phylogenetic methods work, and then give a step-by-step explanation of an analysis of a large lexical dataset for 400 Austronesian languages.
- The Pleasures and Perils of Darwinizing Culture (with phylogenies)
- How Accurate and Robust Are the Phylogenetic Estimates of Austronesian Language Relationships?
- Does horizontal transmission invalidate cultural phylogenies?
- Language Phylogenies Reveal Expansion Pulses and Pauses in Pacific Settlement
- Austronesian language phylogenies: myths and misconceptions about Bayesian computational methods
- Testing Population Dispersal Hypotheses: Pacific Settlement, Phylogenetic Trees, and Austronesian Languages
- Matrilocal residence is ancestral in Austronesian societies
- The Austronesian Basic Vocabulary Database: From Bioinformatics to Lexomics
- Language trees support the express-train sequence of Austronesian expansion
- Languages evolve in punctuational bursts