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From Eastern Europe to South Africa to the Arab Spring, nonviolent action has proven capable of overthrowing autocratic regimes and bringing about revolutionary political change. How do dissidents come to embrace a nonviolent strategy in the first place? Why do others rule it out in favor of taking up arms? Despite a new wave of attention to the effectiveness and global impact of nonviolent movements, our understanding of their origins and trajectories remains limited. Drawing on cases from Nepal, Syria, India and South Africa, as well as global cross-national data, this book details the processes through which challenger organizations come to embrace or reject civil resistance as a means of capturing state power. It develops a relational theory, showing how the social ties that underpin challenger organizations shape their ability and willingness to attempt regime change using nonviolent means alone.

'Animal spirits' is a term that describes the instincts and emotions driving human behaviour in economic settings. In recent years, this concept has been discussed in relation to the emerging field of narrative economics. When unscheduled events hit the stock market, from corporate scandals and technological breakthroughs to recessions and pandemics, relationships driving returns change in unforeseeable ways. To deal with uncertainty, investors engage in narratives which simplify the complexity of real-time, non-routine change. This book assesses the novelty-narrative hypothesis for the U.S. stock market by conducting a comprehensive investigation of unscheduled events using big data textual analysis of financial news. This important contribution to the field of narrative economics finds that major macro events and associated narratives spill over into the churning stream of corporate novelty and sub-narratives, spawning different forms of unforeseeable stock market instability.

Privacy by design is a proactive approach that promotes privacy and data protection compliance throughout project lifecycles when storing or accessing personal data. Privacy by design is essential for the Internet of Things (IoT) as privacy concerns and accountability are being raised in an increasingly connected world. What becomes of data generated, collected or processed by the IoT is clearly an important question for all involved in the development, manufacturing, applications and use of related technologies. But this IoT concept does not work well with the 'big data' trend of aggregating pools of data for new applications. Developers need to address privacy and security issues and legislative requirements at the design stage, and not as an afterthought.In this edited book, the authors draw on a wealth of interdisciplinary research to delineate the challenges of building accountability into the Internet of Things and solutions for delivering on this critical societal challenge. Thi

In Beethoven's String Quartet in C-sharp Minor, Op. 131, author Nancy November provides an analysis of Beethoven's Op. 131, illuminated by excerpts from a range of sound recordings, geared towards all

From the bestselling author of CRIBSHEET and EXPECTING BETTER, the next step in data driven parenting from economist Emily Oster In The Family Firm, Brown professor of economics and mom of two Emily O

Why do recordings of speakers engaging in reported speech at British Prime Minister's Questions from the 1970s–80s sound so distant to us? This cutting-edge study explores how the practices of quoting have changed at parliamentary question time in light of changing conventions and an evolving media landscape. Comparing data from authentic audio and video recordings from 1978 to 1988 and from 2003 to 2013, it provides evidence for qualitative and quantitative changes at the micro level (e.g., grammaticalisation processes in the reporting clause) and in more global structures (e.g., rhetorical patterns, and activities). These analytic findings contribute to the theoretical modelling of evidentiality in English, our understanding of constructions, interaction, and change, and of PMQs as an evolving community of practice. One of the first large-scale studies of recent change in an interactional genre of English, this ground-breaking monograph offers a framework for a diachronic interaction

Discover the fundamental principles of biomedical measurement design and performance evaluation with this hands-on guide. Whether you develop measurement instruments or use them in novel ways, this practical text will prepare you to be an effective generator and consumer of biomedical data. Designed for both classroom instruction and self-study, it explains how information is encoded into recorded data and can be extracted and displayed in an accessible manner. Describes and integrates experimental design, performance assessment, classification, and system modelling. Combines mathematical concepts with computational models, providing the tools needed to answer advanced biomedical questions. Includes MATLAB® scripts throughout to help readers model all types of biomedical systems, and contains numerous homework problems, with a solutions manual available online. This is an essential text for advanced undergraduate and graduate students in bioengineering, electrical and computer engineer

Turkic is one of the world's major language families, comprising a high number of distinct languages and varieties that display remarkable similarities and notable differences. Written by a leading expert in the field, this landmark work provides an unrivalled overview of multiple features of Turkic, covering structural, functional, historical, sociolinguistic and literary aspects. It presents the history and cultures of the speakers, structures, and use of the whole set of languages within the family, including Turkish, Azeri, Turkmen, Tatar, Kazakh, Uzbek, and Uyghur, and gives a comprehensive overview of published works on Turkic languages, large and small. It also provides an innovative theoretical framework, employing a unified terminology and transcription, to give new insights into the Turkic linguistic type. Requiring no previous knowledge of the Turkic languages, it will be welcomed by both general readers, as well as academic researchers and students of linguistic typology, c

What explains the peculiar spatial variation of Maoist insurgency in India? Mukherjee develops a novel typology of colonial indirect rule and land tenure in India, showing how they can lead to land inequality, weak state and Maoist insurgency. Using a multi-method research design that combines qualitative analysis of archival data on Chhattisgarh and Andhra Pradesh states, Mukherjee demonstrates path dependence of land/ethnic inequality leading to Maoist insurgency. This is nested within a quantitative analysis of a district level dataset which uses an instrumental variable analysis to address potential selection bias in colonial choice of princely states. The author also analyses various Maoist documents, and interviews with key human rights activists, police officers, and bureaucrats, providing rich contextual understanding of the motivations of agents. Furthermore, he demonstrates the generalizability of his theory to cases of colonial frontier indirect rule causing ​ethnic secessio

This book gives an up-to-date overview of methodological and data-analytical issues of cross-cultural studies. Written by leading experts in the field, it presents the most important tools for doing cross-cultural research and outlines design considerations, methods, and analytical techniques that can improve ecological validity and help researchers to avoid pitfalls in cross-cultural psychology. By focusing on the relevant research questions that can be tackled with particular methods, it provides practical guidance on how to translate conceptual questions into decisions on study design and statistical techniques. Featuring examples from cognitive and educational assessment, personality, health, and intercultural communication and management, and illustrating key techniques in feature boxes, this concise and accessible guide is essential reading for researchers, graduate students, and professionals who work with culture-comparative data.

Understanding the underlying principles of statistical techniques and effectively applying statistical methods can be challenging for researchers at all stages of their career. This concise, practical guide uses a simple, engaging approach to take scientists and clinicians working in laboratory-based life science and medical research through the steps of choosing and implementing appropriate statistical methods to analyse results. The author draws on her extensive experience of advising students and researchers over the past 30 years, breaking down complex concepts into easy-to-understand units. Practical examples using free online statistical tools are included throughout, with illustrations and diagrams employed to keep jargon to a minimum. Sample size calculations and considerations are covered in depth, and the book refers to types of data from experiments that clinicians and lab-based scientists are likely to encounter. Straightforward, accessible and encouraging throughout, this

In the Internet of Things (IoT) era, online activities are no longer limited to desktop or laptop computers, smartphones and tablets. Instead, these activities now include ordinary tasks, such as using an internet-connected refrigerator or washing machine. At the same time, the IoT provides unlimited opportunities for household objects to serve as surveillance devices that continually monitor, collect and process vast quantities of our data. In this work, Stacy-Ann Elvy critically examines the consumer ramifications of the IoT through the lens of commercial law and privacy and security law. The book provides concrete legal solutions to remedy inadequacies in the law that will help usher in a more robust commercial law of privacy and security that protects consumer interests.

A critical commentary on power structures in the days of Pieter Brueghel the Younger and his contemporaries.

This book provides a significant contribution to the increasing conversation concerning the place of big data in education. Offering a multidisciplinary approach with a diversity of perspectives from international scholars and industry experts, chapter authors engage in both research- and industry-informed discussions and analyses on the place of big data in education, particularly as it pertains to large-scale and ongoing assessment practices moving into the digital space. This volume offers an innovative, practical, and international view of the future of current opportunities and challenges in education and the place of assessment in this context.

In this book, Catherine E. Pratt explores how oil and wine became increasingly entangled in Greek culture, from the Late Bronze Age to the Archaic period. Using ceramic, architectural, and archaeobotanical data, she argues that Bronze Age exchange practices initiated a strong network of dependency between oil and wine production, and the people who produced, exchanged, and used them. After the palatial collapse, these prehistoric connections intensified during the Iron Age and evolved into the large-scale industries of the Classical period. Pratt argues that oil and wine in pre-Classical Greece should be considered 'cultural commodities', products that become indispensable for proper social and economic exchanges well beyond economic advantage. Offering a detailed diachronic account of the changing roles of surplus oil and wine in the economies of pre-classical Greek societies, her book contributes to a broader understanding of the complex interconnections between agriculture, commerce

Prevailing views suggest rebels govern to enhance their organizational capacity, but this book demonstrates that some rebels undertake costly governance projects that can imperil their cadres during war. The origins for this choice began with the Chinese Communist Party (CCP) during the Chinese Civil War. The CCP knowingly introduced challenging governance projects, but nevertheless propagated its strategy globally, creating a behavioural model readily available to later rebels. The likelihood of whether later rebels' will imitate this model is determined by the compatibility between their goals and the CCP's objectives; only rebels that share the CCP's revolutionary goals decide to mimic the CCP's governance fully. Over time, ideational and material pressures further encouraged (and occasionally rewarded) revolutionary rebels' conformity to the CCP's template. Using archival data from six countries, primary rebel sources, fieldwork and quantitative analysis, Governing for Revolution u

This book adds to the growing literature on dynamics of regional development in the global South by mapping the politics and processes contributing to the distinct developmental trajectory of Tamil Nadu, southern India. Using a novel interpretive framework and drawing upon fresh data and literature, it seeks to explain the social and economic development of the state in terms of populist mobilization against caste-based inequalities. Dominant policy narratives on inclusive growth assume a sequential logic whereby returns to growth are used to invest in socially inclusive policies. By focusing more on redistribution of access to opportunities in the modern economy, Tamil Nadu has sustained a relatively more inclusive and dynamic growth process. Democratization of economic opportunities has made such broad-based growth possible even as interventions in social sectors reinforce the former. The book thus also speaks to the nascent literature on the relationship between the logic of moderni

How the communist revolution failed, presented in a series of catastrophes.The communist project in the twentieth century grew out of utopian desires to oppose oppression and abolish class structures,

Looking Up is a celebration of telescopes around the world and speeding through space. These incredible structures gaze out into the solar system and beyond, helping us learn about distant stars and p

String matching is one of the oldest algorithmic techniques, yet still one of the most pervasive in computer science. The past 20 years have seen technological leaps in applications as diverse as information retrieval and compression. This copiously illustrated collection of puzzles and exercises in key areas of text algorithms and combinatorics on words offers graduate students and researchers a pleasant and direct way to learn and practice with advanced concepts. The problems are drawn from a large range of scientific publications, both classic and new. Building up from the basics, the book goes on to showcase problems in combinatorics on words (including Fibonacci or Thue-Morse words), pattern matching (including Knuth-Morris-Pratt and Boyer-Moore like algorithms), efficient text data structures (including suffix trees and suffix arrays), regularities in words (including periods and runs) and text compression (including Huffman, Lempel-Ziv and Burrows-Wheeler based methods).

Biological systems are extremely complex and have emergent properties that cannot be explained or even predicted by studying their individual parts in isolation. The reductionist approach, although successful in the early days of molecular biology, underestimates this complexity. As the amount of available data grows, so it will become increasingly important to be able to analyse and integrate these large data sets. This book introduces novel approaches and solutions to the Big Data problem in biomedicine, and presents new techniques in the field of graph theory for handling and processing multi-type large data sets. By discussing cutting-edge problems and techniques, researchers from a wide range of fields will be able to gain insights for exploiting big heterogonous data in the life sciences through the concept of 'network of networks'.

In this book, Julia Berger examines internal meaning-making structures and processes driving NGO behavior, identifying constructs from within a religious tradition that forge new ways of pursuing soci

Resistivity and induced polarization methods are used for a wide range of near-surface applications, including hydrogeology, civil engineering and archaeology, as well as emerging applications in the agricultural and plant sciences. This comprehensive reference text covers both theory and practice of resistivity and induced polarization methods, demonstrating how to measure, model and interpret data in both the laboratory and the field. Marking the 100 year anniversary of the seminal work of Conrad Schlumberger (1920), the book covers historical development of electrical geophysics, electrical properties of geological materials, instrumentation, acquisition and modelling, and includes case studies that capture applications to societally relevant problems. The book is also supported by a full suite of forward and inverse modelling tools, allowing the reader to apply the techniques to a wide range of applications using digital datasets provided online. This is a valuable reference for gr

What would happen if structures, forms, and other stand-alone entities thought to comprise our intellectual toolkit―words, meanings, signs―were jettisoned? How would a work written in a purportedly de

Psychologists can now quantify behaviours beyond the laboratory using a mass-adopted, unified system that is primed for data capture a.k.a. smartphones. This is the first book to bring together related areas of smartphone research and point towards how psychology can benefit and engage with these developments in the future. It critically considers how smartphones and related digital devices help answer and generate new research questions for psychological science. The book then guides readers through how smartphones are being used within psychology and social science more broadly. Drawing from examples of both good and bad practice within current research, a new perspective is brought to major themes and debates across behavioural science. In the digital age, smartphones and associated devices will be able to accomplish much more in the near future. Psychology has a key role to play when it comes to balancing this monumental potential with carefully considered research.

This new handbook takes an innovative look at the current and potential effects of big data and artificial intelligence on the legal system. It explains how technological advances in data collection a

Before opening its seasonal Art Village in the Qatari Desert, the Caravane Foundation brings the first of its eight principal structures, the Majlis, to the re-designed wild-flower garden of the Abbaz

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

Build your skills in the assessment of musculoskeletal pathology! Orthopedic Physical Assessment, 7th Edition covers the principles of assessment for all of the body's structures and joints, including topics such as gait, posture, the head and face, amputees, primary care, and sports emergencies. The Student Consult ebook version includes all of the photos and drawings from the print book plus additional functional assessment forms (e-tools), updated evidence-based reliability and validity tables, and hundreds of video clips demonstrating special tests on how to perform musculoskeletal assessment. Written by noted PT educators David J.Magee and Robert C. Manske, this reference uses a systematic, evidence-based approach to prepare you for success in clinicals, board exams, and in rehabilitation practice. Over 2,500 full-color illustrations and photographs depict key concepts, along with assessment techniques and special tests.At-a-glance icons show the clinical utility of special tests,

Why did the Anatolians remain illiterate for so long, although surrounded by people using script? Why and how did they eventually adopt the cuneiform writing system and why did they still invent a second, hieroglyphic script of their own? What did and didn't they write down and what role did Hittite literature, the oldest known literature in any Indo-European language, play? These and many other questions on scribal culture are addressed in this first, comprehensive book on writing, reading, script usage, and literacy in the Hittite kingdom (c.1650–1200 BC). It describes the rise and fall of literacy and literature in Hittite Anatolia in the wider context of its political, economic, and intellectual history.

This state-of-the-art account unifies material developed in journal articles over the last 35 years, with two central thrusts: It describes a broad class of system models that the authors call 'stochastic processing networks' (SPNs), which include queueing networks and bandwidth sharing networks as prominent special cases; and in that context it explains and illustrates a method for stability analysis based on fluid models. The central mathematical result is a theorem that can be paraphrased as follows: If the fluid model derived from an SPN is stable, then the SPN itself is stable. Two topics discussed in detail are (a) the derivation of fluid models by means of fluid limit analysis, and (b) stability analysis for fluid models using Lyapunov functions. With regard to applications, there are chapters devoted to max-weight and back-pressure control, proportionally fair resource allocation, data center operations, and flow management in packet networks. Geared toward researchers and grad

As surveillance creeps into every corner of our lives, Carissa Veliz exposes how our personal data is giving too much power to big tech and governments, why that matters, and what we can do about it.

Unique to birds and with a multitude of functions, feathers are amazing structures. All birds need to renew their feathers periodically, in a process called moult. Because feathers can only be renewed

Based on interdisciplinary research into 'Directional Change', a new data-driven approach to financial data analysis, this book applies machine learning to financial market monitoring and algorithmic

Dealing with the issues associated with the movement of overburden strata, which are the layers from the seam to the surface, where structures and water resources important to human activities are loc

Dying in Old Age: US Practice and Policy examines how 'predictable death’ in the U.S has important consequences for the way society structures its health care system, law, and labo

The book provides a comprehensive account of recent developments in the area of lightweight polymer composites. It encompasses design and manufacturing methods for the lightweight polymer structures,

Most textbooks on regression focus on theory and the simplest of examples. Real statistical problems, however, are complex and subtle. This is not a book about the theory of regression. It is about using regression to solve real problems of comparison, estimation, prediction, and causal inference. Unlike other books, it focuses on practical issues such as sample size and missing data and a wide range of goals and techniques. It jumps right in to methods and computer code you can use immediately. Real examples, real stories from the authors' experience demonstrate what regression can do and its limitations, with practical advice for understanding assumptions and implementing methods for experiments and observational studies. They make a smooth transition to logistic regression and GLM. The emphasis is on computation in R and Stan rather than derivations, with code available online. Graphics and presentation aid understanding of the models and model fitting.

Data-driven computational neuroscience facilitates the transformation of data into insights into the structure and functions of the brain. This introduction for researchers and graduate students is the first in-depth, comprehensive treatment of statistical and machine learning methods for neuroscience. The methods are demonstrated through case studies of real problems to empower readers to build their own solutions. The book covers a wide variety of methods, including supervised classification with non-probabilistic models (nearest-neighbors, classification trees, rule induction, artificial neural networks and support vector machines) and probabilistic models (discriminant analysis, logistic regression and Bayesian network classifiers), meta-classifiers, multi-dimensional classifiers and feature subset selection methods. Other parts of the book are devoted to association discovery with probabilistic graphical models (Bayesian networks and Markov networks) and spatial statistics with po