語料庫語言學統計分析方法 瓦茨拉夫.佈雷齊納 9787521351309 【台灣高等教育出版社】

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書名:語料庫語言學統計分析方法
ISBN:9787521351309
出版社:外語教學與研究
著編譯者:瓦茨拉夫.佈雷齊納
叢書名:當代國外語言學與應用語言學文庫
頁數:296
所在地:中國大陸 *此為代購商品
書號:1643714
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內容簡介

本書通過廣泛的案例和簡明扼要的語言,深入淺出地介紹了語料庫研究中的統計概念,以幫助讀者建立穩固而紮實的統計分析思維基礎,使讀者能夠自如地運用統計方法來解讀語料庫數據,從而更好地探索語言問題和語言規律。本書既可作為語料庫語言學的入門讀物,也可作為高階研究者的參考書,為學術研究提供有力的支持。

目錄

List of Figures
List of Tables
About This Book
Acknowledgements
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
2 1 What Is This Chapter About?
2 2 Tokens, Types, Lemmas and Lexemes
2 3 Words in a Frequency List
2 4 The Whelk Problem: Dispersion
2 5 Which Words Are Important? Average Reduced Frequency
2 6 Lexical Diversity: Type/Token Ratio (TTR), STTR and MATTR
2 7 Application and Further Examples: Do the British Talk about Weather All the Time?
2 8 Exercises
Things to Remember
Advanced Reading
3 Semantics and Discourse: Collocations, Keywords and
Reliability of Manual Coding
3 1 What Is This Chapter About?
3 2 Collocations and Association Measures
3 3 Collocation Graphs and Networks: Exploring Cross-associations
3 4 Keywords and Lockwords
3 5 Inter-rater Agreement Measures
3 6 Application and Further Examples: What Do Readers of British Newspapers Think about Immigration?
3 7 Exercises
Things to Remember
Advanced Reading
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
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
6 Sociolinguistics and Stylistics: Individual and Social Variation
6 1 What Is This Chapter About?
6 2 Individual Style and Social Variation: Where Does a Sociolinguistic Variable Start?
6 3 Group Comparison: T-Test, ANOVA, Mann-Whitney U Test, Kruskal-Wallis Test
6 4 Individual Style: Correspondence Analysis
6 5 Linguistic Context: Mixed-Effects Models
6 6 Application: Who Is This Person from the White House?
6 7 Exercises
Things to Remember
Advanced Reading
7 Change over Time: Working Diachronic Data
7 1 What Is This Chapter About?
7 2 Time as a Variable: Measuring and Visualizing Time
7 3 Finding and Interpreting Differences: Percentage Change and the Bootstrap Test
7 4 Grouping Time Periods: Neighbouring Cluster Analysis
7 5 Modelling Changes in Discourse: Peaks and Troughs and UFA
7 6 Application: Colours in the Seventeenth Century
7 7 Exercises
Things to Remember
Advanced Reading
8 Bringing Everything Together: Ten Principles of Statistical Thinking, Meta-analysis and Effect Sizes
8 1 What Is This Chapter About?
8 2 Ten Principles of Statistical Thinking
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
Final Remarks
References
Index
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