Statistical Language Learning

This introductory text brings together diverse perspectives and research streams on language attrition – forgetting or loss of language proficiency that can take place in one’s first or additional lan

Designed as a textbook for a one or two-term introduction to mathematical statistics for students training to become data scientists, Foundations of Statistics for Data Scientists: With R and Python is an in-depth presentation of the topics in statistical science with which any data scientist should be familiar, including probability distributions, descriptive and inferential statistical methods, and linear modelling. The book assumes knowledge of basic calculus, so the presentation can focus on 'why it works' as well as 'how to do it.' Compared to traditional "mathematical statistics" textbooks, however, the book has less emphasis on probability theory and more emphasis on using software to implement statistical methods and to conduct simulations to illustrate key concepts. All statistical analyses in the book use R software, with an appendix showing the same analyses with Python.The book also introduces modern topics that do not normally appear in mathematical statistics texts but ar

Statistics Explained, now in its fully revised Fourth Edition, is for students and researchers who wish to understand the statistical analyses used to analyse quantitative (numerical) research data in

This is the first book-length volume to investigate both implicit and explicit language attitudes. It details the findings of a large-scale study, incorporating innovative methodology, investigating t

Second Language Research: Methodology and Design is a clear, comprehensive overview of cure issues in L2 research. Authored by well-known scholars in SLA and supported by a wealth of examples from actual studies and extensive pedagogical resources, this book first introduces students to the key topics and debates in L2 research. It then guides readers step-by step through the research process - from basic principles and collection methods through study design, and reporting - to the point of being able to conduct their own research from beginning to end.This book is an essential text for students and novice researchers of SLA, applied linguistics, and second and foreign language teaching. Key FeaturesA wealth of graphics, visuals and exercises in each chapter. "Time to think" and "Time to do" boxes within chaptersHelpful glossary and extensive author and subject indicesNew to This EditionSubstantially reorganized chaptersSignificantly expanded chapters on qualitative and mixed methodsS

This book fills a lacuna in the English-language literature dealing with Norway and the Holocaust by focusing on how Norwegian Jews and those who facilitated their rescue remembered the experience of

The Acquisition of French as a Second Language: A Research Overview is the first text to present, in one place, a comprehensive, systematic overview of research on the acquisition of French as a secon

This book provides a general framework for learning sparse graphical models with conditional independence tests. It includes complete treatments for Gaussian, Poisson, multinomial, and mixed data; uni

Sociolinguistics is the study of the interaction between language and society. In this classic introductory work, Janet Holmes and Nick Wilson examine the role of language in a variety of social contexts, considering both how language works and how it can be used to signal and interpret various aspects of social identity. Divided into three parts, this book explains basic sociolinguistic concepts in the light of classic approaches, as well as introducing more recent research.This sixth edition has been revised and updated throughout, using key concepts and examples to guide the reader through this fascinating area, including:• New material on gender, social media and online use of language, codeswitching, and language policy• An updated companion website that is fully cross- referenced within this book and features video and audio materials and links to useful websites• Revised examples and exercises that include new material from Asia and South America• Fully updated further reading a