Basic Methods of Linear Functional Analysis

The best survey of cognitive linguistics available, this Handbook provides a thorough explanation of its rich methodology, key results, and interdisciplinary context. With in-depth coverage of the research questions, basic concepts, and various theoretical approaches, the Handbook addresses newly emerging subfields and shows their contribution to the discipline. The Handbook introduces fields of study that have become central to cognitive linguistics, such as conceptual mappings and construction grammar. It explains all the main areas of linguistic analysis traditionally expected in a full linguistics framework, and includes fields of study such as language acquisition, sociolinguistics, diachronic studies, and corpus linguistics. Setting linguistic facts within the context of many other disciplines, the Handbook will be welcomed by researchers and students in a broad range of disciplines, including linguistics, cognitive science, neuroscience, gesture studies, computational linguistic

How do violent jihadists use language to try to persuade people to carry out violent acts? This book analyses over two million words of texts produced by violent jihadists to identify and examine the linguistic strategies employed. Taking a mixed methods approach, the authors combine quantitative methods from corpus linguistics, which allows the identification of frequent words and phrases, alongside close reading of texts via discourse analysis. The analysis compares language use across three sets of texts: those which advocate violence, those which take a hostile but non-violent standpoint, and those which take a moderate perspective, identifying the different uses of language associated with different stages of radicalization. The book also discusses how strategies including use of Arabic, romanisation, formal English, quotation, metaphor, dehumanisation and collectivisation are used to create in- and out-groups and justify violence.

This handbook introduces the reader to the thought-provoking research on the neural foundations of human intelligence. Written for undergraduate or graduate students, practitioners, and researchers in psychology, cognitive neuroscience, and related fields, the chapters summarize research emerging from the rapidly developing neuroscience literature on human intelligence. The volume focusses on theoretical innovation and recent advances in the measurement, modelling, and characterization of the neurobiology of intelligence differences, especially from brain imaging studies. It summarizes fundamental issues in the characterization and measurement of general intelligence, and surveys multidisciplinary research consortia and large-scale data repositories for the study of general intelligence. A systematic review of neuroimaging methods for studying intelligence is provided, including structural and diffusion-weighted MRI techniques, functional MRI methods, and spectroscopic imaging of metab

Many students find it daunting to move from studying environmental science, to designing and implementing their own research proposals. This book provides a practical introduction to help develop scientific thinking, aimed at undergraduate and new graduate students in the earth and environmental sciences. Students are guided through the steps of scientific thinking using published scientific literature and real environmental data. The book starts with advice on how to effectively read scientific papers, before outlining how to articulate testable questions and answer them using basic data analysis. The Mauna Loa CO2 dataset is used to demonstrate how to read metadata, prepare data, generate effective graphs and identify dominant cycles on various timescales. Practical, question-driven examples are explored to explain running averages, anomalies, correlations and simple linear models. The final chapter provides a framework for writing persuasive research proposals, making this an essent

Many students find it daunting to move from studying environmental science, to designing and implementing their own research proposals. This book provides a practical introduction to help develop scientific thinking, aimed at undergraduate and new graduate students in the earth and environmental sciences. Students are guided through the steps of scientific thinking using published scientific literature and real environmental data. The book starts with advice on how to effectively read scientific papers, before outlining how to articulate testable questions and answer them using basic data analysis. The Mauna Loa CO2 dataset is used to demonstrate how to read metadata, prepare data, generate effective graphs and identify dominant cycles on various timescales. Practical, question-driven examples are explored to explain running averages, anomalies, correlations and simple linear models. The final chapter provides a framework for writing persuasive research proposals, making this an essent

This handbook introduces the reader to the thought-provoking research on the neural foundations of human intelligence. Written for undergraduate or graduate students, practitioners, and researchers in psychology, cognitive neuroscience, and related fields, the chapters summarize research emerging from the rapidly developing neuroscience literature on human intelligence. The volume focusses on theoretical innovation and recent advances in the measurement, modelling, and characterization of the neurobiology of intelligence differences, especially from brain imaging studies. It summarizes fundamental issues in the characterization and measurement of general intelligence, and surveys multidisciplinary research consortia and large-scale data repositories for the study of general intelligence. A systematic review of neuroimaging methods for studying intelligence is provided, including structural and diffusion-weighted MRI techniques, functional MRI methods, and spectroscopic imaging of metab

How do violent jihadists use language to try to persuade people to carry out violent acts? This book analyses over two million words of texts produced by violent jihadists to identify and examine the linguistic strategies employed. Taking a mixed methods approach, the authors combine quantitative methods from corpus linguistics, which allows the identification of frequent words and phrases, alongside close reading of texts via discourse analysis. The analysis compares language use across three sets of texts: those which advocate violence, those which take a hostile but non-violent standpoint, and those which take a moderate perspective, identifying the different uses of language associated with different stages of radicalization. The book also discusses how strategies including use of Arabic, romanisation, formal English, quotation, metaphor, dehumanisation and collectivisation are used to create in- and out-groups and justify violence.

●Thorough analysis and development based on fundamental principles. Students develop understanding of core concepts and learn that the operation of microwave circuits and devices can be explained through the use of circuit theory, Maxwell's equations, and related fundamentals. See Wilkinson divider operation derived from basic circuit and transmission line theory.●Many examples cover both theory and design. Student can see how typical problems are solved, how practical designs are carried out, and how component designs perform. The availability of realistic and thorough examples reinforces subject matter. See Example 7.7 that involves the design of a coupled line coupler on a lossy substrate. The design procedure is illustrated, and the response of the coupler is obtained using a CAD package.●Many problems cover both theory and design. Problems test the student's understanding of the material and offer the opportunity for in-depth design and analysis of practical components. Problems o

Big Data and methods for analyzing large data sets such as machine learning have in recent times deeply transformed scientific practice in many fields. However, an epistemological study of these novel tools is still largely lacking. After a conceptual analysis of the notion of data and a brief introduction into the methodological dichotomy between inductivism and hypothetico-deductivism, several controversial theses regarding big data approaches are discussed. These include, whether correlation replaces causation, whether the end of theory is in sight and whether big data approaches constitute entirely novel scientific methodology. In this Element, I defend an inductivist view of big data research and argue that the type of induction employed by the most successful big data algorithms is variational induction in the tradition of Mill's methods. Based on this insight, the before-mentioned epistemological issues can be systematically addressed.

This student friendly and self-explanatory textbook attempts to help readers, engineering students in India, grasp the basic concepts of engineering drawing clearly and easily. Care has been taken to include topics that mesh well with the syllabi of most universities, colleges and polytechnic institutes in India. Important topics, such as projection of solids, auxiliary projections, section of solids, isometric projections, orthographic projections and projection of planes, have been discussed comprehensively. Heavy emphasis has also been put on the actual figures described in the text, both from the first angle and third angle projection methods. A chapter on computer graphics further integrates these concepts with modern manual computer aided design. Finally, hundreds of solved examples, practice problems and objective-type questions with answers have been added to ensure the learning objectives of each chapter have been achieved.

Managerial Economics, 9th Edition, introduces undergraduates, MBAs, and executives to the complex decision problems today’s managers face, providing the knowledge and analytical skills required to make informed decisions and prosper in the modern business environment. Going beyond the traditional academic approach to teaching economic analysis, this comprehensive textbook describes how practicing managers use various economic methods in the real world. Each in-depth chapter opens with a central managerial problem—challenging readers to consider and evaluate possible choices—and concludes by reviewing and analyzing the decision through the lens of the concepts introduced in the chapter.Extensively updated throughout, the text makes use of numerous extended decision-making examples to discuss the foundational principles of managerial economics, illustrate key concepts, and strengthen students' critical thinking skills. A range of problems, building upon material covered in previous chapt

ECG Interpretation Made Ridiculously Simple is designed to provide present-day clinicians and trainees with a lucid, straightforward summary of the fundamental principles of ECG analysis and interpretation. Written by the clinician for the clinician, this handy guide distills basic ECG concepts into a concise, clear, minimum, while including the essential information to read and interpret ECGs accurately and confidently.

Contemporary Linguistic Analysis is written and edited by leading scholars in the field. It provides an up-to-date introduction with coverage of phenomena that are of special interest and relevance to the linguistic situation in Canada. Using the generative paradigm, it offers an introduction to linguistic analysis as it is practised at this stage in the development of the discipline.This superb text gives students a solid grounding in basic linguistic concepts, but also prepares them to go on to further advanced work in the discipline.

Palaeopathology is an evidence-based guide to the principal types of pathological lesions often found in human remains and how to diagnose them. Tony Waldron presents an innovative method of arriving at a diagnosis in the skeleton by applying what he refers to as 'operational definitions'. The method ensures that those who study bones will use the same criteria for diagnosing disease, thereby enabling valid comparisons to be made between studies. Waldron's book is based on modern clinical knowledge and provides background information on the natural history of bone disease. In addition, the volume demonstrates how results from studies should be analysed, methods of determining the frequency of disease, and other types of epidemiological analysis. This edition includes new chapters on the development of palaeopathology, basic concepts, health and disease, diagnosis, and spinal pathology. Chapters on analysis and interpretation have been thoroughly revised and enlarged.

Nano-biotechnology crosses the boundaries between physics, biochemistry and bioengineering, and has profound implications for the biomedical engineering industry. This book describes the quantum chemical simulation of a wide variety of molecular systems, with detailed analysis of their quantum chemical properties, individual molecular configurations, and cutting-edge biomedical applications. Topics covered include the basic properties of quantum chemistry and its conceptual foundations, the nanoelectronics and thermodynamics of DNA, the optoelectronic properties of the five DNA/RNA nucleobase anhydrous crystals, and key examples of molecular diode prototypes. A wide range of important applications are described, including protein binding of drugs such as cholesterol-lowering, anti-Parkinson and anti-migraine drugs, and recent developments in cancer biology are also discussed. This modern and comprehensive text is essential reading for graduate students and researchers in multidisciplin

China-Africa economic tie has experienced lasting rapid growth since the 2000s, attracting lots of discussion on its nature and effects. A key question is whether Chinese engagements provide an alternative paradigm to existing mainstream models, like Washington Consensus, for developing countries. However, theories on state-market dichotomy can hardly explain the strong momentum of bilateral cooperation. By examining a broad range of practices with solid field research, including trade, infrastructure, agriculture, manufacturing, industrial zones, labor and socio-environmental preservation, this book proposes a new angle of non-linear circular causality to understand Chinese approaches to work with Africa. Guided by the pursuit for sustainable growth rather than by specific models, Chinese actors are able to experiment diverse methods to foster structural transformation in Africa. In particular, the author carefully records mutual influences between Chinese and African stakeholders at

This Element discusses how shiny, an R package, can help instructors teach quantitative methods more effectively by way of interactive web apps. The interactivity increases instructors' effectiveness by making students more active participants in the learning process, allowing them to engage with otherwise complex material in an accessible, dynamic way. The Element offers four detailed apps that cover two fundamental linear regression topics: estimation methods (least squares, maximum likelihood) and the classic linear regression assumptions. It includes a summary of what the apps can be used to demonstrate, detailed descriptions of the apps' full capabilities, vignettes from actual class use, and example activities. Two other apps pertain to a more advanced topic (LASSO), with similar supporting material. For instructors interested in modifying the apps, the Element also documents the main apps' general code structure, highlights some of the more likely modifications, and goes through

Philosophy of Molecular Medicine: Foundational Issues in Theory and Practice aims at a systematic investigation of a number of foundational issues in the field of molecular medicine. The volume is organized around four broad modules focusing, respectively, on the following key aspects: What are the nature, scope, and limits of molecular medicine? How does it provide explanations? How does it represent and model phenomena of interest? How does it infer new knowledge from data and experiments? The essays collected here, authored by prominent scientists and philosophers of science, focus on a handful of mainstream topics in the philosophical literature, such as causation, explanation, modeling, and scientific inference. These previously unpublished contributions shed new light on these traditional topics by integrating them with problems, methods, and results from three prominent areas of contemporary biomedical science: basic research, translational and clinical research, and clinical pr

This textbook introduces fundamental concepts, major models, and popular applications of pattern recognition for a one-semester undergraduate course. To ensure student understanding, the text focuses on a relatively small number of core concepts with an abundance of illustrations and examples. Concepts are reinforced with hands-on exercises to nurture the student's skill in problem solving. New concepts and algorithms are framed by real-world context and established as part of the big picture introduced in an early chapter. A problem-solving strategy is employed in several chapters to equip students with an approach for new problems in pattern recognition. This text also points out common errors that a new player in pattern recognition may encounter, and fosters the ability for readers to find useful resources and independently solve a new pattern recognition task through various working examples. Students with an undergraduate understanding of mathematical analysis, linear algebra, an

Palaeopathology is an evidence-based guide to the principal types of pathological lesions often found in human remains and how to diagnose them. Tony Waldron presents an innovative method of arriving at a diagnosis in the skeleton by applying what he refers to as 'operational definitions'. The method ensures that those who study bones will use the same criteria for diagnosing disease, thereby enabling valid comparisons to be made between studies. Waldron's book is based on modern clinical knowledge and provides background information on the natural history of bone disease. In addition, the volume demonstrates how results from studies should be analysed, methods of determining the frequency of disease, and other types of epidemiological analysis. This edition includes new chapters on the development of palaeopathology, basic concepts, health and disease, diagnosis, and spinal pathology. Chapters on analysis and interpretation have been thoroughly revised and enlarged.

Learn to master basic programming tasks from scratch with real-life, scientifically relevant examples and solutions drawn from both science and engineering. Students and researchers at all levels are increasingly turning to the powerful Python programming language as an alternative to commercial packages and this fast-paced introduction moves from the basics to advanced concepts in one complete volume, enabling readers to gain proficiency quickly. Beginning with general programming concepts such as loops and functions within the core Python 3 language, and moving on to the NumPy, SciPy and Matplotlib libraries for numerical programming and data visualization, this textbook also discusses the use of Jupyter Notebooks to build rich-media, shareable documents for scientific analysis. The second edition features a new chapter on data analysis with the pandas library and comprehensive updates, and new exercises and examples. A final chapter introduces more advanced topics such as floating-p

Paradoxically, doing corpus linguistics is both easier and harder than it has ever been before. On the one hand, it is easier because we have access to more existing corpora, more corpus analysis software tools, and more statistical methods than ever before. On the other hand, reliance on these existing corpora and corpus linguistic methods can potentially create layers of distance between the researcher and the language in a corpus, making it a challenge to do linguistics with a corpus. The goal of this Element is to explore ways for us to improve how we approach linguistic research questions with quantitative corpus data. We introduce and illustrate the major steps in the research process, including how to: select and evaluate corpora, establish linguistically-motivated research questions, observational units and variables, select linguistically interpretable variables, understand and evaluate existing corpus software tools, adopt minimally sufficient statistical methods, and qualita

Making Media Theory is about the study and practice of media theory. It looks at experimental research methods and engages in media analysis, inviting readers to engage directly with the materiality o

Making Media Theory is about the study and practice of media theory. It looks at experimental research methods and engages in media analysis, inviting readers to engage directly with the materiality o

“我們與他人的互動，其實只是我們在玩的各種遊戲”推動精神醫學前進的巨輪艾瑞克．伯恩從人際交往中，洞察自我與他人的性格與心理狀態，提出一種有系統且相當有效的心理治療方法──溝通分析（Transactional Analysis，簡稱TA）「你渴望做出什麼樣的改變？」本書將提供你一些線索，幫助你理解現在的處境，跳脫遊戲，寫自己未來的人生腳本。◆◇ ──────────── ◇◆ 精神科醫師艾瑞克．伯

A book at the intersection of data science and media studies, presenting concepts and methods for computational analysis of cultural data. How can we see a billion images? What analytical methods can

Atticus Finch's radical character shift between To Kill a Mockingbird and his appearance in the sequel surprised many, but this in-depth analysis of Harper Lee's life will help readers gain a better u

A primer for learning SAS and analytics quickly, the book makes use of real-world data analysis steps. Filled with line-by-line code explanations, it is packed with fully functional and easily modifia

A primer for learning SAS and analytics quickly, the book makes use of real-world data analysis steps. Filled with line-by-line code explanations, it is packed with fully functional and easily modifia

Sentiment analysis is the computational study of people's opinions, sentiments, emotions, moods, and attitudes. This fascinating problem offers numerous research challenges, but promises insight useful to anyone interested in opinion analysis and social media analysis. This comprehensive introduction to the topic takes a natural-language-processing point of view to help readers understand the underlying structure of the problem and the language constructs commonly used to express opinions, sentiments, and emotions. The book covers core areas of sentiment analysis and also includes related topics such as debate analysis, intention mining, and fake-opinion detection. It will be a valuable resource for researchers and practitioners in natural language processing, computer science, management sciences, and the social sciences. In addition to traditional computational methods, this second edition includes recent deep learning methods to analyze and summarize sentiments and opinions, and als

This book provides a rigorous, concise guide to the current status and future prospects of the global energy system. As we move away from fossil fuels and toward clean energy solutions, the complexity of the global energy system has increased. Tagliapietra cuts through this complexity with a multidisciplinary perspective of the system, which encompasses economics, geopolitics, and basic technology. He goes on to explore the main components of the global energy system - oil, natural gas, coal, nuclear energy, bioenergy, hydropower, geothermal energy, wind energy, solar energy, marine energy - as well as energy consumption and energy efficiency. It then provides an in-depth analysis of the pivotal issues of climate change and of energy access in Africa.

Tau functions are a central tool in the modern theory of integrable systems. This volume provides a thorough introduction, starting from the basics and extending to recent research results. It covers a wide range of applications, including generating functions for solutions of integrable hierarchies, correlation functions in the spectral theory of random matrices and combinatorial generating functions for enumerative geometrical and topological invariants. A self-contained summary of more advanced topics needed to understand the material is provided, as are solutions and hints for the various exercises and problems that are included throughout the text to enrich the subject matter and engage the reader. Building on knowledge of standard topics in undergraduate mathematics and basic concepts and methods of classical and quantum mechanics, this monograph is ideal for graduate students and researchers who wish to become acquainted with the full range of applications of the theory of tau f

How would feminist perspectives and analytical methods change the interpretation of employment discrimination law? Would the conscious use of feminist perspectives make a difference? This volume shows the difference feminist analysis can make to the interpretation of employment discrimination statutes. This book brings together a group of scholars and lawyers to rewrite fifteen employment discrimination decisions in which a feminist analysis would have changed the outcome or the courts' reasoning. It demonstrates that use of feminist perspectives and methodologies, if adopted by the courts, would have made a significant difference in employment discrimination law, leading to a fairer and more egalitarian workplace, and a more prosperous society.

How would feminist perspectives and analytical methods change the interpretation of employment discrimination law? Would the conscious use of feminist perspectives make a difference? This volume shows the difference feminist analysis can make to the interpretation of employment discrimination statutes. This book brings together a group of scholars and lawyers to rewrite fifteen employment discrimination decisions in which a feminist analysis would have changed the outcome or the courts' reasoning. It demonstrates that use of feminist perspectives and methodologies, if adopted by the courts, would have made a significant difference in employment discrimination law, leading to a fairer and more egalitarian workplace, and a more prosperous society.

We elaborate a general workflow of weighting-based survey inference, decomposing it into two main tasks. The first is the estimation of population targets from one or more sources of auxiliary information. The second is the construction of weights that calibrate the survey sample to the population targets. We emphasize that these tasks are predicated on models of the measurement, sampling, and nonresponse process whose assumptions cannot be fully tested. After describing this workflow in abstract terms, we then describe in detail how it can be applied to the analysis of historical and contemporary opinion polls. We also discuss extensions of the basic workflow, particularly inference for causal quantities and multilevel regression and poststratification.

A multimodal ethnography of language as living process, this book demonstrates methods for the integrated analysis of talk, gesture, and material culture, developing a fresh way to understand human la

The extent to which language is inseparable from thought has long been a major subject of debate across linguistics, psychology, philosophy and other disciplines. In this study, Wallace Chafe presents a thought-based theory of language that goes beyond traditional views that semantics, syntax, and sounds are sufficient to account for language design. Language begins with thoughts in the mind of a speaker and ends by affecting thoughts in the mind of a listener. This obvious observation is seldom incorporated in descriptions of language design for two major reasons. First, the role of thought is usually usurped by semantics. But semantic structures are imposed on thought by languages and differ from one language to another. Second, thought does not lend itself to familiar methods of linguistic analysis. Chafe suggests ways of describing thoughts, traces the path languages follow from thoughts to sounds, and explores ways in which thoughts are oriented in time, memory, imagination, reali

This exciting textbook introduces the basic tenets and methodologies of empirical legal research. Explaining how to initiate and conduct empirical research projects, how to evaluate the methods used a

This exciting textbook introduces the basic tenets and methodologies of empirical legal research. Explaining how to initiate and conduct empirical research projects, how to evaluate the methods used a