Quantitative Methods in Linguistics by Keith Johnson (2008, Trade Paperback)

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Book Title
Quantitative Methods in Linguistics
ISBN
9781405144254
Kategorie

Über dieses Produkt

Product Identifiers

Publisher
Wiley & Sons, Incorporated, John
ISBN-10
1405144254
ISBN-13
9781405144254
eBay Product ID (ePID)
57271110

Product Key Features

Number of Pages
304 Pages
Publication Name
Quantitative Methods in Linguistics
Language
English
Subject
Research, Linguistics / General
Publication Year
2008
Type
Textbook
Author
Keith Johnson
Subject Area
Language Arts & Disciplines, Social Science
Format
Trade Paperback

Dimensions

Item Height
0.9 in
Item Weight
16 Oz
Item Length
9.1 in
Item Width
6.1 in

Additional Product Features

Intended Audience
Scholarly & Professional
LCCN
2007-045515
Reviews
"As research in the language sciences becomes more interdisciplinary, students must become proficient in a wider range of data analysis methods. Johnson's text is a comprehensive and detailed introduction to some of the most widely used statistical methods in language research. The book teaches by example, walking the reader through the analysis of data sets using the software package R, which provides concrete understanding of how to apply the methods, not just understand them conceptually. This is a good practical text, one that can serve as a handbook, and is appropriate for graduate students and advanced undergraduates who are doing research in the broad field of language." Mark A Pitt, Ohio State University"Johnson's book is a catalyst for change in linguistics. Increasingly, the subjective, impressionistic data collection method is being replaced by objective, quantitative measurements. This book serves an important function in this process leading students step-by-step toward using statistical methods to analyze complex data." Chilin Shih, University of Illinois at Urbana-Champaign, "As research in the language sciences becomes more interdisciplinary, students must become proficient in a wider range of data analysis methods. Johnson's text is a comprehensive and detailed introduction to some of the most widely used statistical methods in language research. The book teaches by example, walking the reader through the analysis of data sets using the software package R, which provides concrete understanding of how to apply the methods, not just understand them conceptually. This is a good practical text, one that can serve as a handbook, and is appropriate for graduate students and advanced undergraduates who are doing research in the broad field of language." Mark A Pitt, Ohio State University "Johnson's book is a catalyst for change in linguistics. Increasingly, the subjective, impressionistic data collection method is being replaced by objective, quantitative measurements. This book serves an important function in this process leading students step-by-step toward using statistical methods to analyze complex data." Chilin Shih, University of Illinois at Urbana-Champaign "This rich and rewarding textbook is a must-read for all students and researchers who wish to follow the new wave of sophisticated empirical models and methods now sweeping the field of linguistics from phonetics to syntax and semantics." Joan Bresnan, Stanford University
Dewey Edition
22
Illustrated
Yes
Dewey Decimal
410.72
Table Of Content
Acknowledgments. Design of the Book. 1. Fundamentals of Quantitative Analysis . 1.1 What We Accomplish in Quantitative Analysis. 1.2 How to Describe an Observation. 1.3 Frequency Distributions: A Fundamental Building Block of Quantitative Analysis. 1.4 Types of Distributions. 1.5 Is Normal Data, Well, Normal'. 1.6 Measures of Central Tendency. 1.7 Measures of Dispersion. 1.8 Standard Deviation of the Normal Distribution. Exercises. 2. Patterns and Tests . 2.1 Sampling. 2.2 Data. 2.3 Hypothesis Testing. 2.3.1 The Central Limit Theorem. 2.3.2 Score Keeping. 2.3.3 H0: µ = 100. 2.3.4 Type I and Type II Error. 2.4 Correlation. 2.4.1 Covariance and Correlation. 2.4.2 The Regression Line. 2.4.3 Amount of Variance Accounted For. Exercises. 3. Phonetics . 3.1 Comparing Mean Values. 3.1.1 Cherokee Voice Onset Time: µ1971=µ2001. 3.1.2 Samples Have Equal Variance. 3.1.3 If the Samples Do Not Have Equal Variance. 3.1.4 Paired t Test: Are Men Different from Women'. 3.1.5 The Sign Test. 3.2 Predicting the Back of the Tongue from the Front: Multiple Regression. 3.2.1 The Covariance Matrix. 3.2.2 More than One slope: The bi. 3.2.3 Selecting a Model. 3.3 Tongue Shape Factors: Principal Components Analysis. Exercises. 4. Psycholinguistics . 4.1 Analysis of Variance: One Factor, More than Two Levels. 4.2 Two Factors: Interaction. 4.3 Repeated Measures. 4.3.1 An Example of Repeated Measures ANOVA. 4.3.2 Repeated Measures ANOVA with a Between-Subjects Factor. 4.4 The "Language as Fixed Effect" Fallacy. 4.5 Exercises. 5. Sociolinguistics. 5.1 When the Data are Counts - Contingency Tables. 5.1.1 Frequency in a Contingency Table. 5.2 Working with Probabilities: The Binomial Distribution. 5.2.1 Bush or Kerry'. 5.3 An Aside about Maximum Likelihood Estimation. 5.4 Logistic Regression. 5.5 An Example from the [∫]treets of Columbus. 5.5.1 On the Relationship between x2 and G2. 5.5.2 More than One Predictor. 5.6 Logistic Regression as Regression: An Ordinal Effect - Age. 5.7 Varbrul/R Comparison. Exercises. 6. Historical Linguistics . 6.1 Cladistics: Where Linguistics and Evolutionary Biology Meet. 6.2 Clustering on the Basis of Shared Vocabulary. 6.3 Cladistic Analysis: Combining Character-Based Subtrees. 6.4 Clustering on the Basis of Spelling Similarity. 6.5 Multidimensional Scaling: A Language Similarity Space. Exercises. 7. Syntax . 7.1 Measuring Sentence Acceptability. 7.2 A Psychogrammatical Law'. 7.3 Linear Mixed Effects in the Syntactic Expression of Agents in English. 7.3.1 Linear Regression: Overall, and Separately by Verbs. 7.3.2 Fitting a Linear Mixed-Effects Model: Fixed and Random Effects. 7.3.3 Fitting Five More Mixed-Effects Models: Finding the Best Model. 7.4 Predicting the Dative Alternation: Logistic Modeling of Syntactic Corpora Data. 7.4.1 Logistic Model of Dative Alternation. 7.4.2 Evaluating the Fit of the Model. 7.4.3 Adding a Random Factor: Mixed Effects Logistic Regression. Exercises. Appendix 7A. References. Index
Synopsis
"Quantitative Methods in Linguistics" offers a practical introduction to statistics and quantitative analysis with data sets drawn from the field and coverage of phonetics, psycholinguistics, sociolinguistics, historical linguistics, and syntax, as well as probability distribution and quantitative methods. Provides balanced treatment of the practical aspects of handling quantitative linguistic data Includes sample datasets contributed by researchers working in a variety of sub-disciplines of linguistics Uses R, the statistical software package most commonly used by linguists, to discover patterns in quantitative data and to test linguistic hypotheses Includes student-friendly end-of-chapter assignments and is accompanied by online resources at www.blackwellpublishing.com/quantmethods., Quantitative Methods in Linguistics offers a practical introduction to statistics and quantitative analysis with data sets drawn from the field and coverage of phonetics, psycholinguistics, sociolinguistics, historical linguistics, and syntax, as well as probability distribution and quantitative methods. Provides balanced treatment of the practical aspects of handling quantitative linguistic data Includes sample datasets contributed by researchers working in a variety of sub-disciplines of linguistics Uses R, the statistical software package most commonly used by linguists, to discover patterns in quantitative data and to test linguistic hypotheses Includes student-friendly end-of-chapter assignments and is accompanied by online resources at available in the 'Downloads' section, below, Quantitative Methods in Linguistics introduces the general strategies and methods of quantitative analysis. The book dedicates individual chapters to phonetics, psycholinguistics, sociolinguistics, historical linguistics, and syntax, as well as two introductory chapters on probability distribution and quantitative methods. Each chapter uses actual data sets which have been contributed by researchers working in the field to illustrate key principles. The book also provides detailed instruction in practical aspects of handling quantitative linguistic data by using statistical software package (R) to discover patterns in quantitative data and to test linguistic hypotheses. End-of-chapter assignments and a balanced presentation make this an ideal text for students. Further information and resources are available from the accompanying website at www.blackwellpublishing.com/quantmethods., Quantitative Methods in Linguistics introduces the general strategies and methods of quantitative analysis. The book dedicates individual chapters to phonetics, psycholinguistics, sociolinguistics, historical linguistics, and syntax, as well as two introductory chapters on probability distribution and quantitative methods.
LC Classification Number
P121

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