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Statistics in Corpus Linguistics Research: A New Approach

Autor Sean Wallis
en Limba Engleză Paperback – 30 mar 2026
Traditional approaches focused on significance tests have often been difficult for linguistics researchers to visualise. Statistics in Corpus Linguistics Research: A New Approach breaks significance tests down for researchers in corpus linguistics and linguistic analysis, promoting a visual approach to understanding the performance of tests with real data, and demonstrating how to derive new confidence intervals and tests.
This fully revised second edition includes a brand-new chapter describing a novel extended ‘MOVER’ method to derive accurate confidence intervals for numerous properties. With sample datasets and easy-to-read visuals, this book focuses on practical issues, such as how to
  • pose meaningful research questions in terms of choice and constraint
  • employ confidence intervals correctly (including in graph plots)
  • select a significance test (and interpret its results)
  • construct confidence intervals for functions of independent proportions
  • measure the size of the effect of one variable on another or the similaritybetween two distributions; and
  • evaluate whether the results of two experiments significantly differ
Appropriate for anyone from the student just beginning their career to the seasoned researcher, this book is both a practical overview and valuable resource.
A website with downloadable resources for the calculations in this book is published at https://corplingstats.wordpress.com/siclr
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Specificații

ISBN-13: 9781041031864
ISBN-10: 1041031866
Pagini: 516
Ilustrații: 284
Dimensiuni: 152 x 229 mm
Greutate: 0.95 kg
Ediția:2. Auflage
Editura: Taylor & Francis
Colecția Routledge
Locul publicării:Oxford, United Kingdom

Public țintă

Postgraduate

Cuprins

Preface Acknowledgments A Note on Terminology and Notation PART 1: Motivations 1 What Might Corpora Tell Us About Language? PART 2: Designing Experiments With Corpora 2 The Idea of Corpus Experiments 3 That Vexed Problem of Choice 4 Choice Versus Meaning 5 Balanced Samples and Imagined Populations PART 3: Confidence Intervals and Significance Tests 6 Introducing Inferential Statistics 7 Plotting With Confidence 8 From Intervals to Tests 9 An Algebra of Intervals 10 Competition Between Choices Over Time 11 The Replication Crisis and the New Statistics 12 Choosing the Right Test PART 4: Effect Sizes and Meta-Tests 13 The Size of an Effect 14 Meta- Tests for Comparing Tables of Results PART 5: Statistical Solutions for Corpus Samples 15 Conducting Research With Imperfect Data 16 Adjusting Intervals for Random-Text Samples PART 6: Concluding Remarks 17 Plotting the Wilson Distribution 18 In Conclusion Appendix A The Interval Equality Principle Appendix B Pseudo-Code for Computational Procedures Glossary References Index

Notă biografică

Sean Wallis is Principal Research Fellow and Deputy Director of the Survey of English Usage at UCL.

Descriere

Statistics in Corpus Linguistics Research: A New Approach breaks significance tests down for researchers in corpus linguistics and linguistic analysis, promoting a visual approach to understanding the performance of tests with real data, and demonstrating how to derive new confidence intervals and tests.

Recenzii

"Perfect for corpus linguists: an introduction to statistics written by one of them."
Christian Mair, University of Freiburg, Germany.