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Multivariate Classification Methods for Lexical and Phonological Dissimilarities and Their Application to the Uto-Aztecan Family

2002/11/01 by Mario Cortina‐Borja, Jane Stuart‐Smith, Leopoldo Valiñas-Coalla · 3 citations
Psychology · Arts and Humanities · Social Sciences · #Phonetics and Phonology Research #Spanish Linguistics and Language Studies #Linguistic Variation and Morphology #Multivariate statistics #Natural language processing #Linguistics #Computer science #Multivariate analysis #Artificial intelligence #Correspondence analysis #Graph #Machine learning

paper · doi:10.1076/jqul.9.2.97.8485

openalex publication_date 2002/11/01 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/29

Abstract

We present some methodological guidelines for analyzing linguistic dissimilarity matrices, in particular graph-theoretic procedures and multivariate methods. We discuss the usefulness and limitations of phonological data besides lexical data as the basis of linguistic classification from data analysis procedures.

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