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Statistics for Linguists: An Introduction Using R
Statistics for Linguists: An Introduction Using R is the first statistics textbook on linear models for linguistics. The book covers simple uses of linear models through generalized models to more advanced approaches, maintaining its focus on conceptual issues and avoiding excessive mathematical details. It contains many applied examples using the R statistical programming environment. Written in an accessible tone and style, this text is the ideal main resource for graduate and advanced undergraduate students of Linguistics statistics courses as well as those in other fields, including Psychology, Cognitive Science, and Data Science.
Sensory Linguistics
One of the most fundamental capacities of language is the ability to express what speakers see, hear, feel, taste, and smell. Sensory Linguistics is the interdisciplinary study of how language relates to the senses. This book deals with such foundational questions as: Which semiotic strategies do speakers use to express sensory perceptions? Which perceptions are easier to encode and which are “ineffable”? And what are appropriate methods for studying the sensory aspects of linguistics? After a broad overview of the field, a detailed quantitative corpus-based study of English sensory adjectives and their metaphorical uses is presented. This analysis calls age-old ideas into question, such as the idea that the use of perceptual metaphors is governed by a cognitively motivated “hierarchy of the senses”. Besides making theoretical contributions to cognitive linguistics, this research monograph showcases new empirical methods for studying lexical semantics using contemporary statistical methods.
The Open Handbook of Linguistic Data Management
A guide to principles and methods for the management, archiving, sharing, and citing of linguistic research data, especially digital data. "Doing language science" depends on collecting, transcribing, annotating, analyzing, storing, and sharing linguistic research data. This volume offers a guide to linguistic data management, engaging with current trends toward the transformation of linguistics into a more data-driven and reproducible scientific endeavor. It offers both principles and methods, presenting the conceptual foundations of linguistic data management and a series of case studies, each of which demonstrates a concrete application of abstract principles in a current practice. In par...
Perception Metaphors
Metaphor allows us to think and talk about one thing in terms of another, ratcheting up our cognitive and expressive capacity. It gives us concrete terms for abstract phenomena, for example, ideas become things we can grasp or let go of. Perceptual experience—characterised as physical and relatively concrete—should be an ideal source domain in metaphor, and a less likely target. But is this the case across diverse languages? And are some sensory modalities perhaps more concrete than others? This volume presents critical new data on perception metaphors from over 40 languages, including many which are under-studied. Aside from the wealth of data from diverse languages—modern and historical; spoken and signed—a variety of methods (e.g., natural language corpora, experimental) and theoretical approaches are brought together. This collection highlights how perception metaphor can offer both a bedrock of common experience and a source of continuing innovation in human communication.
Data Analytics in Cognitive Linguistics
Contemporary data analytics involves extracting insights from data and translating them into action. With its turn towards empirical methods and convergent data sources, cognitive linguistics is a fertile context for data analytics. There are key differences between data analytics and statistical analysis as typically conceived. Though the former requires the latter, it emphasizes the role of domain-specific knowledge. Statistical analysis also tends to be associated with preconceived hypotheses and controlled data. Data analytics, on the other hand, can help explore unstructured datasets and inspire emergent questions. This volume addresses two key aspects in data analytics for cognitive li...
Statistics for Linguistics with R
This book is an introduction to statistics for linguists using the open source software R. It is aimed at students and instructors/professors with little or no statistical background and is written in a non-technical and reader-friendly/accessible style. It first introduces in detail the overall logic underlying quantitative studies: exploration, hypothesis formulation and operationalization, and the notion and meaning of significance tests. It then introduces some basics of the software R relevant to statistical data analysis. A chapter on descriptive statistics explains how summary statistics for frequencies, averages, and correlations are generated with R and how they are graphically repr...
Multimodal Im/politeness
Politeness and impoliteness are not just expressed by words. People communicate polite and impolite attitudes towards each other through their intonation, tone of voice, their facial expressions, their gestures, the positioning of their bodies towards each other, and so on. This volume brings together eleven empirical studies that investigate these various modalities of im/politeness across signed, spoken and written languages, plus a detailed introductory chapter that establishes a framework for the multimodal investigation of im/politeness. The papers cover a range of languages and cultures, including Swiss German Sign Language, Catalan Sign Language, English (as a native language and as a lingua franca), Korean, Catalan, Persian, Japanese and Spanish. Using a range of data sources and state-of-the art methodologies, the papers reveal that these multimodal features are essential aspects of im/politeness across different languages, cultures and modes of interaction. Put together, the findings from these studies lay the groundwork for a new understanding of im/politeness which is fundamentally multimodal.
Beyond Memory
Beyond Memory: Silence and the Aesthetics of Remembrance analyses the intricate connections between silence, acts of remembrance and acts of forgetting, and relates the topic of silence to the international research field of Cultural Memory Studies. It engages with the most recent work in the field by viewing silence as a remedy to the traditionally binary approach to our understanding of remembering and forgetting. The international team of contributors examine case studies from colonialism, war, politics and slavery from across the globe, as well as drawing examples from literature, philosophy and sites of memory to draw three main conclusions. Firstly, that the relationship between rememb...
Language and the Creative Mind
This volume brings together papers from the 11th Conceptual Structure, Discourse and Language Conference, held in Vancouver in May 2012. In the last few years, the cognitive study of language has begun to examine the interaction between language and other embodied communicative modalities, such as gesture, while at the same time expanding the traditional limits of linguistic and cognitive enquiry into creative domains such as music, literature, and visual images. Papers in this collection show how the study of language paves the way for these new areas of investigation. They bring issues of multimodal communication to the attention of linguists, while also looking through and beyond language into various domains of human creativity. This refreshed view of the relations across various communicative domains will be important not only to linguists, but also to all those interested in the creative potential of the human mind.
Metaphor
This book brings together leading metaphor researchers from a number of disciplines to unite the field of metaphor theory.
