Statistics in corpus linguistics: a practical guide
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| Main Author: | |
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| Format: | Book |
| Language: | English |
| Published: |
Cambridge
Cambridge University Press
2018
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| Subjects: | |
| Online Access: | Inhaltsverzeichnis Klappentext |
| Item Description: | Includes bibliographical references and index |
| Physical Description: | xix, 296 Seiten Illustrationen, Diagramme |
| ISBN: | 9781107125704 9781107565241 |
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Contents List of Figures List of Tables About This Book Acknowledgements page x xiv xvii xix 1 Introduction: Statistics Meets Corpus Linguistics 1.1 What Is This Chapter About? 1.2 What Is Statistics? Science, Corpus Linguistics and Statistics 1.3 Basic Statistical Terminology 1.4 Building of Corpora and Research Design 1.5 Exploring Data and Data Visualization 1.6 Application and Further Examples: Do Fiction Writers Use More Adjectives than Academics? 1.7 Exercises Things to Remember Advanced Reading 2 Vocabulary: Frequency, Dispersion and Diversity What Is This Chapter About? Tokens, Types, Lemmas and Lexemes Words in a Frequency List The Whelk Problem: Dispersion Which Words Are Important? Average Reduced Frequency Lexical Diversity: Type/Token Ratio (TTR), STIR and MATTR Application and Further Examples: Do the British Talk about Weather All the Time? 59 2.8 Exercises Things to Remember Advanced Reading 2.1 2.2 2.3 2.4 2.5 2.6 2.7 3 Semantics and Discourse: Collocations, Keywords and Reliability of Manual Coding 3.1 3.2 3.3 3.4 3.5 What Is This Chapter About? Collocations and Association Measures Collocation Graphs and Networks:Exploring Cross-associations Keywords and Lockwords Inter-rater Agreement Measures 1 1 1 5 15 22 30 32 36 36 38 38 38 42 46 53 57 62 64 65 66 66 66 75 79 87
viii CONTENTS 3.6 Application and Further Examples: What Do Readers of British Newspapers Think about Immigration? 92 3.7 Exercises 96 Things to Remember 100 Advanced Reading 101 4 Lexico-grammar: From Simple Counts to Complex Models 4.1 What Is This Chapter About? 4.2 Analysing a Lexico-grammatical Feature 4.3 Cross-tabulation, Percentages and Chi-squared Test 4.4 Logistic Regression 4.5 Application: That or Which! 4.6 Exercises Things to Remember Advanced Reading 102 102 103 108 117 130 134 137 13 8 5 Register Variation: Correlation, Clusters and Factors 5.1 What Is This Chapter About? 5.2 Relationships between Variables: Correlations 5.3 Classification: Hierarchical Agglomerative Cluster Analysis 5.4 Multidimensional Analysis (MD) 5.5 Application: Registers in New Zealand English 5.6 Exercises Things to Remember Advanced Reading 139 139 139 151 160 170 177 181 182 6 Sociolinguistics and Stylistics: Individual and Social Variation 183 6.1 What Is This Chapter About? 183 6.2 Individual Style and Social Variation: Where Does a Sociolinguistic Variable Start? 183 6.3 Group Comparison: T-Test, ANOVA, Mann-Whitney U Test, Kruskal-Wallis Test 186 6.4 Individual Style: Correspondence Analysis 199 6.5 Linguistic Context: Mixed-Effects Models 207 6.6 Application: Who Is This Person from the White House? 211 6.7 Exercises 215 Things to Remember 217 Advanced Reading 218 7 Change over Time: Working Diachronic Data 7.1 What Is This Chapter About? 7.2 Time as a Variable: Measuring and Visualizing Time 219 219 219
Contents 7.3 Finding and Interpreting Differences: Percentage Change and the Bootstrap Test 229 7.4 Grouping Time Periods: Neighbouring Cluster Analysis 235 7.5 Modelling Changes in Discourse: Peaks and Troughs and UFA 241 7.6 Application: Colours in the Seventeenth Century 247 7.7 Exercises 251 Things to Remember 255 Advanced Reading 256 8 Bringing Everything Together: Ten Principles of Statistical Thinking, Meta-analysis and Effect Sizes 257 8.1 What Is This Chapter About? 257 8.2 Ten Principles of Statistical Thinking 257 8.3 Meta-analysis: Statistical Synthesis of Research Results 8.4 Effect Sizes: A Guide for Meaningful Use 8.5 Exercises Things to Remember Advanced Reading 267 275 280 282 282 Final Remarks References Index 283 285 294 ix
Statistics in Corpus Linguistics Do you use language corpora in your research or study, but find that you struggle with statistics? This practical introduction will equip you to understand the key principles of statistical thinking and apply these concepts to your own research, without the need for prior statistical knowledge. The book gives step-by-step guidance through the process of statistical analysis and provides multiple examples of how statistical techniques can be used to analyse and visualize linguistic data. It also includes a useful selection of discussion questions and exercises which you can use to check your understanding. The book comes with a companion website, which provides additional materials (including answers to exercises, datasets, advanced materials, teaching slides etc.) and Lancaster Stats Tools online (http://corpora.lancs.ac.uk/stats), a free click-and-analyse statistical tool for easy calculation of the statistical measures discussed in the book. |
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| spelling | Brezina, Vaclav 1979- Verfasser (DE-588)1160045674 aut Statistics in corpus linguistics a practical guide Vaclav Brezina, Lancaster University Cambridge Cambridge University Press 2018 xix, 296 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index Corpora (Linguistics) Linguistics Statistical methods Sprachstatistik (DE-588)4182534-2 gnd rswk-swf Korpus Linguistik (DE-588)4165338-5 gnd rswk-swf (DE-588)4123623-3 Lehrbuch gnd-content Korpus Linguistik (DE-588)4165338-5 s Sprachstatistik (DE-588)4182534-2 s DE-604 Erscheint auch als Online-Ausgabe 978-1-316-41089-9 (DE-604)BV045276578 Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030378058&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030378058&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext |
| spellingShingle | Brezina, Vaclav 1979- Statistics in corpus linguistics a practical guide Corpora (Linguistics) Linguistics Statistical methods Sprachstatistik (DE-588)4182534-2 gnd Korpus Linguistik (DE-588)4165338-5 gnd |
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| title | Statistics in corpus linguistics a practical guide |
| title_auth | Statistics in corpus linguistics a practical guide |
| title_exact_search | Statistics in corpus linguistics a practical guide |
| title_full | Statistics in corpus linguistics a practical guide Vaclav Brezina, Lancaster University |
| title_fullStr | Statistics in corpus linguistics a practical guide Vaclav Brezina, Lancaster University |
| title_full_unstemmed | Statistics in corpus linguistics a practical guide Vaclav Brezina, Lancaster University |
| title_short | Statistics in corpus linguistics |
| title_sort | statistics in corpus linguistics a practical guide |
| title_sub | a practical guide |
| topic | Corpora (Linguistics) Linguistics Statistical methods Sprachstatistik (DE-588)4182534-2 gnd Korpus Linguistik (DE-588)4165338-5 gnd |
| topic_facet | Corpora (Linguistics) Linguistics Statistical methods Sprachstatistik Korpus Linguistik Lehrbuch |
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