Analyzing Linguistic Data
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Résumé
Statistical analysis is a useful skill for linguists and psycholinguists, allowing them to understand the quantitative structure of their data. This textbook provides a straightforward introduction to the statistical analysis of language. Designed for linguists with a non-mathematical background, it clearly introduces the basic principles and methods of statistical analysis, using 'R', the leading computational statistics programme. The reader is guided step-by-step through a range of real data sets, allowing them to analyse acoustic data, construct grammatical trees for a variety of languages, quantify register variation in corpus linguistics, and measure experimental data using state-of-the-art models. The visualization of data plays a key role, both in the initial stages of data exploration and later on when the reader is encouraged to criticize various models. Containing over 40 exercises with model answers, this book will be welcomed by all linguists wishing to learn more about working with and presenting quantitative data.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
La notice
- Revue
- Cambridge University Press eBooks
- Thématique
- Natural Language Processing Techniques
- Domaine
- Computer Science
- Établissements canadiens
- University of Alberta
- Organismes subventionnaires
- —
- Mots-clés
- Variety (cybernetics)Computer scienceConstruct (python library)Variation (astronomy)VisualizationNatural language processingRange (aeronautics)Artificial intelligenceMeasure (data warehouse)Statistical modelCorpus linguisticsLinguisticsData scienceData miningEngineeringProgramming language
- Résumé présent dans OpenAlex
- oui