Statistics for Linguists A Step by Step Guide for Novices 1st Edition by David Eddington ISBN 1443887765 9781443887762

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Product details:

ISBN 10: 1443887765

ISBN 13: 9781443887762 

Author: David Eddington

Linguists with no background in statistics will find this book to be an accessible introduction to statistics. Concepts are explained in non-technical terms, and mathematical formulas are kept to a minimum. The book incorporates SPSS, which is a statistics package that incorporates a point and click interface rather than complex line-commands. Step-by-step instructions are provided for some of the most widely used statistics in linguistics. At the same time, the concepts behind each procedure are also explained. Traditional analyses such as ANOVA and t-tests are included in the book, but linguistic data is often not amenable to such analyses. For this reason, non-parametric and mixed-effects procedures are also introduced.

Table of contents:

Acknowledgements

Introduction

Chapter One: Getting to Know SPSS

Chapter Two: Descriptive and Inferential Statistics

Chapter Three: Pearson Correlation

Chapter Four: Chi-Square (F2)

Chapter Five: T-Test

Chapter Six: ANOVA (Analysis of Variance)

Chapter Seven: Multiple Linear Regression

Chapter Eight: Mixed-Effects Models

Chapter Nine: Mixed-Effects Logistic Regression

Bibliography

Index

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Tags: David Eddington, Statistics, Linguists, Step by Step Guide, Novices