This is the first textbook that allows readers who may be unfamiliar with matrices to understand a variety of multivariate analysis procedures in matrix forms. By explaining which models underlie particular procedures and what objective function is optimized to fit the model to the data, it enables readers to rapidly comprehend multivariate data analysis. Arranged so that readers can intuitively grasp the purposes for which multivariate analysis procedures are used, the book also offers clear explanations of those purposes, with numerical examples preceding the mathematical descriptions. Supporting the modern matrix formulations by highlighting singular value decomposition among theorems in matrix algebra, this book is useful for undergraduate students who have already learned introductory statistics, as well as for graduate students and researchers who are not familiar with matrix-intensive formulations of multivariate data analysis. The book begins by explaining fundamental matrix operations and the matrix expressions of elementary statistics. Then, it offers an introduction to popular multivariate procedures, with each chapter featuring increasing advanced levels of matrix algebra. Further the book includes in six chapters on advanced procedures, covering advanced matrix operations and recently proposed multivariate procedures, such as sparse estimation, together with a clear explication of the differences between principal components and factor analyses solutions. In a nutshell, this book allows readers to gain an understanding of the latest developments in multivariate data science.

This book explores the relationship between space tourism and the discourse in sustainability and futures research. It offers comprehensive information on the current understanding of the space tourism industry and assesses the possible impacts of space tourism on the environment, economics, legislation and society. The volume aims to encourage more dialogue and critical examinations of aspects of space tourism related to future sustainability. From data gathered from empirical research, it provides a vision for the future of sustainable space tourism. It will be of interest to students and researchers in tourism, sustainability and futures studies, as well as individual space tourist 'hopefuls', space tourism industry operators and tourism policy regulators.

Design Research uses scientific methods to evaluate designs and build design theories. This book starts with recognizable questions in Design Research, such as A/B testing, how users learn to operate a device and why computer-generated faces are eerie. Using a broad range of examples, efficient research designs are presented together with statistical models and many visualizations. With the tidy R approach, producing publication-ready statistical reports is straight-forward and even non-programmers can learn this in just one day. Hundreds of illustrations, tables, simulations and models are presented with full R code and data included. Using Bayesian linear models, multi-level models and generalized linear models, an extensive statistical framework is introduced, covering a huge variety of research situations and yet, building on only a handful of basic concepts. Unique solutions to recurring problems are presented, such as psychometric multi-level models, beta regression for rating scales and ExGaussian regression for response times. A "think-first" approach is promoted for model building, as much as the quantitative interpretation of results, stimulating readers to think about data generating processes, as well as rational decision making. New Statistics for Design Researchers: A Bayesian Workflow in Tidy R targets scientists, industrial researchers and students in a range of disciplines, such as Human Factors, Applied Psychology, Communication Science, Industrial Design, Computer Science and Social Robotics. Statistical concepts are introduced in a problem-oriented way and with minimal formalism. Included primers on R and Bayesian statistics provide entry point for all backgrounds. A dedicated chapter on model criticism and comparison is a valuable addition for the seasoned scientist.

This volume brings together leading gender and politics scholars to assess how women's political empowerment can best be conceptualized and measured on a global scale. It argues that women's political empowerment is a fundamental process of transformation for benchmarking and understanding all political empowerment gains across the globe. Chapters improve our global understanding of women's political empowerment through cross-national comparisons, a synthesis of methodological approaches across varied levels of politics, and attention to the ways gender intersects with myriad factors in shaping women's political empowerment. This book is an indispensable resource for scholars of politics and gender, as well as being relevant to a global scholarly and policy community.

This volume of Research on Negotiation in Organizations focuses on three new and emerging areas in the domain of negotiation and conflict within organizations. In the first section, the problem of "deviance" within organizations is approached from a conflict and justice perspective. Earlier research attention to these issues tended to treat deviance largely as a problem created by selected individuals who did not adapt to the organization, rather than as a systemic problem created by certain organizational conditions. By seeing deviant behavior in organizations as a possible response to unfair treatment, and by employing conflict management concepts to explain how individuals respond to organizational constraints and pressures, the papers in this section extend the work on conflict and justice to a new, rich, and largely unexplored domain.

The second section of this volume addresses an increasingly important challenge in our world - the effective management of environmental conflict; the authors demonstrate factors contributing to the intractability of environmental disputes, and the importance of perceptions of fairness in attaining conflict resolution.

The third and final section offers diverse but important papers in the application of conflict and negotiation to the international environment, including an examination of conflict in a Chinese cultural context, and commentary on the role of power differences in conflict management and negotiation.

The volume is particularly addressed to the human sciences. It aims to show that these sciences could greatly profit from reframing their problems in the moved spirit of systems theory. The individual sections concern: 1, general systems; 2, semiotics; 3, knowledge and cognition; 4, culture; 5, music; 6, language; 7, literature - 29 authors - among whom one finds e.g. M. Bunge, H. Haken, G. Klit, E. Laszlo, B. Nicolescmu, F. Wuketitis etc - deal with systems in general, they show the application of systems concepts and ideas in individual human sciences, they advance a number of models and hypotheses and offer concrete examples. The volume yields an extensive survey of the history of systems thinking in different sciences and is an excellent state of the art for all pertinent disciplines. It covers relevant concepts as self-organization, evolution, chaos, synergetics, complexity, information, law, theory, cognition, and model building. This collection of essays bears testimony to the mutual penetration and cross-fertilization of all sciences. It is an pioneering enterprise dispensing with the idea of priority of the natural sciences over the human sciences. It closes our century and comes up with a research programme for the next one.

This book includes a wide selection of the papers presented at the 48th Scientific Meeting of the Italian Statistical Society (SIS2016), held in Salerno on 8-10 June 2016. Covering a wide variety of topics ranging from modern data sources and survey design issues to measuring sustainable development, it provides a comprehensive overview of the current Italian scientific research in the fields of open data and big data in public administration and official statistics, survey sampling, ordinal and symbolic data, statistical models and methods for network data, time series forecasting, spatial analysis, environmental statistics, economic and financial data analysis, statistics in the education system, and sustainable development. Intended for researchers interested in theoretical and empirical issues, this volume provides interesting starting points for further research.

This is V3 in the Cultural Studies series edited by Norman K.Denzin

This book presents innovations in the mathematical foundations of financial analysis and numerical methods for finance and applications to the modeling of risk. The topics selected include measures of risk, credit contagion, insider trading, information in finance, stochastic control and its applications to portfolio choices and liquidation, models of liquidity, pricing, and hedging. The models presented are based on the use of Brownian motion, Levy processes and jump diffusions. Moreover, fractional Brownian motion and ambit processes are also introduced at various levels. The chosen blend of topics gives an overview of the frontiers of mathematics for finance. New results, new methods and new models are all introduced in different forms according to the subject. Additionally, the existing literature on the topic is reviewed. The diversity of the topics makes the book suitable for graduate students, researchers and practitioners in the areas of financial modeling and quantitative finance. The chapters will also be of interest to experts in the financial market interested in new methods and products. This volume presents the results of the European ESF research networking program Advanced Mathematical Methods for Finance.

In Available to be Poisoned: Toxicity as a Form of Life, Dipali Mathur contends that the saturation of the planet with toxic chemicals is not the "inevitable" price of progress but marks a deliberate, violent relationship with the Earth and its "others," born of colonialism and capitalism's entwined histories. Mathur offers the innovative concept of "toxicity as a form of life" to signpost the normalization of toxic exposure. Mathur analyzes how states use toxicity to control populations on the fringes of our global political economy. Drawing on three case studies from India, Mathur shows how exposure to toxicity is weaponized to make certain populations "available for poisoning."

The Handbook series provides a compendium of thorough and integrative literature reviews on a diverse array of topics of interest to the higher education scholarly and policy communities. Each chapter provides a comprehensive review of research findings on a selected topic, critiques the research literature in terms of its conceptual and methodological rigor, and sets forth an agenda for future research intended to advance knowledge on the chosen topic.

In many international settings, developing economies are in danger of declining as the digital divide becomes the knowledge divide. This decline attacks the very fabric of cohesion and purpose for these regional societies delivering increased social, health, economic and sustainability problems. The examples in this book will provide leaders, policy developers, researchers, students and community with successful strategies and principles of ICT use in education to address these needs. This book will discuss how educational technology can be used to transform education and assist developing communities to close the knowledge divide. It will provide comprehensive coverage of educational technology in development in different professions and parts of world. The book will provide examples of best practice, case studies and principles for educators, community leaders, researchers and policy advisers on the use of educational technology for development. In particular, it will provide examples of how education can be provided more flexibly in order to provide access to hitherto disadvantaged communities and individuals.

A non-calculus based introduction for students studying statistics, business, engineering, health sciences, social sciences, and education. It presents a thorough coverage of statistical techniques and includes numerous examples largely drawn from actual research studies. Little mathematical background is required and explanations of important concepts are based on providing intuition using illustrative figures and numerical examples. The first part shows how statistical methods are used in diverse fields in answering important questions, while part two covers descriptive statistics and considers the organisation and summarisation of data. Parts three to five cover probability, statistical inference, and more advanced statistical techniques.

What is educational research? What are its current approaches, methods and methodologies? How should existing literature be reviewed and evaluated critically? What are the key philosophical debates in and on educational research? How should research in education be conducted and how should it be presented? And what is the value of such research?With this extensively revised edition of a much-admired and engaging guide, Jerry Wellington provides clear and constructive answers to these questions, complete with detailed advice on methods such as interviewing, surveys, documentary research and the use of focus groups. Thoroughly overhauled and updated, this edition includes new case studies, helpful 'key theories' and 'key theorist' boxes, and a range of activities or 'points to ponder' to foster engagement with current issues. Retaining the clarity and concision of the previous edition, and its approachable and practical style, Jerry Wellington provides an invaluable text for all those engaged in educational research.

This study explores the flow of information within and among academic disciplines in the social sciences and humanities through analyses of the patterns of scholarly book reviewing. An elite sample of scholarly monographs published by university presses between 1971 and 1990 was used.

Beginning with Derek de Solla Price, the measurement of communication within the disciplines of science has been ongoing. In the present book that field of inquiry is summarized and provides a basis for examining the flow of information in the social sciences and humanities.

This book highlights major quantitative and qualitative methods and approaches used in the field of urban analysis. The respective chapters cover the background and relevance of various approaches to urban studies and offer guidance on implementing specific methodologies. Each chapter also provides links to real-world examples. The book is unique in its focus on Australian examples and subject matter, presented by recognized experts in the field.

Straightforward and accessible, this pragmatic guide takes you step-by-step through doing grounded theory research. With hands-on advice focussed around designing real projects, it demonstrates best practice for integrating theory building and methods. Its extensive examples and case studies are drawn from across the social sciences, presenting students with a range of options for both applying and using grounded theory. Clear and easy to follow, this second edition: Traces the evolution of grounded theory method and provides a clear introduction to the nuanced history of grounded theory Showcases important concepts like theory building, helping you to reflect on the wider context of your research and the contribution it makes to existing literature Offers practical advice for how to do grounded theory research, alleviating common student concerns every step of the way This new edition features two new chapters: one covering theory, and one on Theoretical Sampling. Several chapters have also undergone updates: Chapter 5 includes a wider range of perspectives including feminist and post-colonial perspectives, Chapter 9 features new, contemporary examples on how to write up your study, and Chapters 2 and 10 include new developments in the field of Grounded Theory. Supported by videos from the author sharing expert advice, this book helps you build the confidence to explore and successfully complete your own grounded theory research.

Edwin Hartman offers an account of his intellectual journey from Aristotle to organization theory to business ethics to an Aristotelian approach to business ethics. Aristotle's work in metaphysics and psychology offers some insights into the explanation of behavior. Central to this sort of explanation is characteristically human rationality. Central to successful organizations is characteristically human sociability. That human beings are by nature rational and sociable is the basis of Aristotle's ethics. Though a modern organization is not a polis in Aristotle's sense, it has good reason to treat people as rational and sociable on the whole, and thereby to preserve the organization as a commons of people linked by something much like Aristotle's account of strong friendship. Organizations that are successful in this respect, particularly those that deal with a nationally diverse workforce, may offer a far-reaching and attractive model.

This supplemental volume is divided into parts covering the broad view of international human resources management, HRM issues and practices in Europe and in other important regions, and international HRM and expatriates.

Statistical illiteracy can have an enormously negative impact on decision making. This volume of collected papers brings together applied and theoretical research on risks and decision making across the fields of medicine, psychology, and economics. Collectively, the essays demonstrate why the frame in which statistics are communicated is essential for broader understanding and sound decision making, and that understanding risks and uncertainty has wide-reaching implications for daily life. Gerd Gigerenzer provides a lucid review and catalog of concrete instances of heuristics, or rules of thumb, that people and animals rely on to make decisions under uncertainty, explaining why these are very often more rational than probability models. After a critical look at behavioral theories that do not model actual psychological processes, the book concludes with a call for a "heuristic revolution" that will enable us to understand the ecological rationality of both statistics and heuristics, and bring a dose of sanity to the study of rationality.

COVID-19 has once again illuminated the ways in which health risks and negative health outcomes are tied to economic and social inequalities. Disabled people rank among those most disadvantaged in terms of education, income, and social inclusion and this exacerbated their risk of negative pandemic-related outcomes. From the start, it was clear that disabled people would be disproportionately affected by the pandemic and this solidified as the pandemic unfolded. Disability in the Time of Pandemic is a timely exploration of emerging research into the implications of the COVID-19 pandemic for people with disabilities in their varied communities and across their complex identities. Using the insights, perspectives, and methods of a variety of disciplines including Anthropology, Disability Studies, Education, Physical and Rehabilitation Therapies, Public Health, Psychology, Sociology, and Women's and Gender Studies, authors explore the initial and ongoing effects of the global pandemic on people with disabilities in Canada, India, Poland, and the United States. The Research in Social Science and Disability series is essential reading for researchers and students across the social sciences interested in disability, social movements, activism, and identity.

Social movement studies have grown enormously in the last few decades, spreading from sociology and political science to other fields of knowledge, as varied as geography, history, anthropology, psychology, economics, law and others. With the growing interest in the field, there has been also an increasing need for methodological guidance for empirical research. This volume addresses this need by introducing the main methods of data collection and data analysis as they have been used in past research on social movements. Unlike other volumes, the book offers a practical, how-to approach and not simply a review of the methodological literature. Each author writes on a method they are very familiar with, having used it extensively in their own work. And each chapter presents specific discussions on every stage of research: from research design to data collection and the use of the information gathered. Throughout, research dilemmas and choices are presented, illustrated, and discussed. The volume offers an essential point of references for anyone undertaking research on social movements.

This book provides an overview of the developments in the area of Bayesian evaluation of informative hypotheses that took place since the publication of the ?rst paper on this topic in 2001 [Hoijtink, H. Con?rmatory latent class analysis, model selection using Bayes factors and (pseudo) likelihood ratio statistics. Multivariate Behavioral Research, 36, 563-588]. The current state of a?airs was presented and discussed by the authors of this book during a workshop in Utrecht in June 2007. Here we would like to thank all authors for their participation, ideas, and contributions. We would also like to thank Sophie van der Zee for her editorial e?orts during the construction of this book. Another word of thanks is due to John Kimmel of Springer for his con?dence in the editors and authors. Finally, we would like to thank the Netherlands Organization for Scienti?c Research (NWO) whose VICI grant (453-05-002) awarded to the ?rst author enabled the organization of the workshop, the writing of this book, and continuation of the research with respect to Bayesian evaluation of informative hypotheses.

Contemporary Studies in Sociology