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Corpus Linguistics and Statistics with R - Introduction to Quantitative Methods in Linguistics (Hardcover, 1st ed. 2017)
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Corpus Linguistics and Statistics with R - Introduction to Quantitative Methods in Linguistics (Hardcover, 1st ed. 2017)
Series: Quantitative Methods in the Humanities and Social Sciences
Expected to ship within 12 - 17 working days
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This textbook examines empirical linguistics from a theoretical
linguist's perspective. It provides both a theoretical discussion
of what quantitative corpus linguistics entails and detailed,
hands-on, step-by-step instructions to implement the techniques in
the field. The statistical methodology and R-based coding from this
book teach readers the basic and then more advanced skills to work
with large data sets in their linguistics research and studies.
Massive data sets are now more than ever the basis for work that
ranges from usage-based linguistics to the far reaches of applied
linguistics. This book presents much of the methodology in a
corpus-based approach. However, the corpus-based methods in this
book are also essential components of recent developments in
sociolinguistics, historical linguistics, computational
linguistics, and psycholinguistics. Material from the book will
also be appealing to researchers in digital humanities and the many
non-linguistic fields that use textual data analysis and text-based
sensorimetrics. Chapters cover topics including corpus processing,
frequencing data, and clustering methods. Case studies illustrate
each chapter with accompanying data sets, R code, and exercises for
use by readers. This book may be used in advanced undergraduate
courses, graduate courses, and self-study.
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