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Statistics in Corpus Linguistics Research - Sean Wallis

Statistics in Corpus Linguistics Research

A New Approach

(Autor)

Buch | Softcover
454 Seiten
2026 | 2nd edition
Routledge (Verlag)
978-1-041-03186-4 (ISBN)
CHF 69,80 inkl. MwSt
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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 similarity between 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.

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

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

Erscheint lt. Verlag 20.3.2026
Zusatzinfo 132 Line drawings, black and white; 10 Halftones, black and white; 142 Illustrations, black and white
Verlagsort London
Sprache englisch
Maße 152 x 229 mm
Themenwelt Geisteswissenschaften Sprach- / Literaturwissenschaft Sprachwissenschaft
ISBN-10 1-041-03186-6 / 1041031866
ISBN-13 978-1-041-03186-4 / 9781041031864
Zustand Neuware
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