An experimental study comparing linguistic phylogenetic reconstruction methods

Francois Barbancon, Steven N. Evans, Luay Nakhleh, Don Ringe, Tandy Warnow

Research output: Contribution to journalArticle

Abstract

This paper reports a simulation study comparing and evaluating the performance of different linguistic phylogeny reconstruction methods on model datasets for which the true trees are known. UPGMA performed least well, then (in ascending order) neighbor joining, the method of Gray & Atkinson and finally maximum parsimony. Weighting characters greatly improves the accuracy of maximum parsimony and maximum compatibility if the characters with high weights exhibit low homoplasy.

Original languageEnglish (US)
Pages (from-to)143-170
Number of pages28
JournalDiachronica
Volume30
Issue number2
DOIs
StatePublished - Jul 11 2013

Fingerprint

reconstruction
linguistics
phylogeny
weighting
simulation
performance
Experimental Study
Phylogenetics
Parsimony
Neighbors
Simulation
Phylogeny
Compatibility

Keywords

  • Glottochronology
  • Indo-European
  • Lexicostatistics
  • Maximum compatibility
  • Maximum parsimony
  • Neighbor-joining
  • Phylogenetics
  • Simulation
  • UPGMA

ASJC Scopus subject areas

  • Linguistics and Language
  • Philosophy

Cite this

An experimental study comparing linguistic phylogenetic reconstruction methods. / Barbancon, Francois; Evans, Steven N.; Nakhleh, Luay; Ringe, Don; Warnow, Tandy.

In: Diachronica, Vol. 30, No. 2, 11.07.2013, p. 143-170.

Research output: Contribution to journalArticle

Barbancon, Francois ; Evans, Steven N. ; Nakhleh, Luay ; Ringe, Don ; Warnow, Tandy. / An experimental study comparing linguistic phylogenetic reconstruction methods. In: Diachronica. 2013 ; Vol. 30, No. 2. pp. 143-170.
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