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Handbook of Research in Education Finance and Policy

by Helen F. Ladd Margaret E. Goertz

Sponsored by the Association for Education Finance and Policy (AEFP), the second edition of this groundbreaking handbook assembles in one place the existing research-based knowledge in education finance and policy, with particular attention to elementary and secondary education. Chapters from the first edition have been fully updated and revised to reflect current developments, new policies, and recent research. With new chapters on teacher evaluation, alternatives to traditional public schooling, and cost-benefit analysis, this volume provides a readily available current resource for anyone involved in education finance and policy. The Handbook of Research in Education Finance and Policy traces the evolution of the field from its initial focus on school inputs and revenue sources used to finance these inputs, to a focus on educational outcomes and the larger policies used to achieve them. Chapters show how decision making in school finance inevitably interacts with decisions about governance, accountability, equity, privatization, and other areas of education policy. Because a full understanding of important contemporary issues requires inputs from a variety of perspectives, the Handbook draws on contributors from a number of disciplines. Although many of the chapters cover complex, state-of-the-art empirical research, the authors explain key concepts in language that non-specialists can understand. This comprehensive, balanced, and accessible resource provides a wealth of factual information, data, and wisdom to help educators improve the quality of education in the United States.

Handbook of Research in International Human Resource Management (Organization And Management Ser.)

by Michael M. Harris

Handbook of Research in International Human Resource Management, a book in LEA‘s Organization and Management Series, provides a sophisticated, in-depth examination of research in international human resource management (IHRM). Editor Michael M. Harris compiles research in IHRM that is otherwise fragmented across numerous journals and conducted from

Handbook of Research in School Consultation (Consultation, Supervision, and Professional Learning in School Psychology Series)

by Susan M. Sheridan William P. Erchul

Now in its second edition, the Handbook of Research in School Consultation provides the field of school-based consultation with a comprehensive volume examining research perspectives and methodologies, models of practice, and future research directions. Revised and updated, this collection brings together leading experts in the field, offering both producers and consumers of school consultation an invaluable snapshot of the current boundaries and rapidly growing content of the discipline. It touches upon not only the scientific progress of the field, but also upon the variety of cutting-edge techniques and approaches currently being developed with an eye toward a changing world. Perfect for school psychologists, and also appropriate for researchers, trainers, and school-based professionals such as special educators and school counselors, this handbook is an absolute necessity for those keeping pace with the innovating, evolving world of school consultation.

Handbook of Research Methods in Consumer Psychology

by Frank R. Kardes Paul P. Herr Norbert Schwarz

What impact can various research methods have on consumer psychology? How can they help us understand the workings of the consumer mind? And how can the field of consumer psychology best utilize these methods? In the Handbook of Research Methods in Consumer Psychology, leading consumer psychologists summarize key aspects of the research process and explain how different methods enrich understanding of how consumers process information to form judgments and opinions and to make consumption-related decisions. Kardes, Herr, and Schwarz provide an in-depth analysis of the scientific research methods needed to understand consumption-related judgments and decisions. The book is split into five parts, demonstrating the breadth of the volume: classic approaches, contemporary approaches, online research methods, data analysis, and philosophy of science. A variety of leading researchers give insight into a wide range of topics, reflecting both long-standing debate and more recent developments in the field to encourage discussion and the advancement of consumer research. The Handbook of Research Methods in Consumer Psychology is essential reading for researchers, students, and professionals interested in consumer psychology and behavior.

Handbook Of Research On Educator Preparation And Professional Learning

by Drew Polly Christie Martin Kenan Dikilita

The current climate in education environments necessitates the collaboration on and sharing of research done by teacher educators and professional developers. In an era of high-stakes assessment driven by international tests, professionals are looking for research-based or evidence-based initiatives and approaches to enhance teacher learning, which will in turn impact student learning. The Handbook of Research on Educator Preparation and Professional Learning is a critical scholarly publication that examines pedagogy for educator preparation and growth for classroom expertise. This book features a wide array of topics such as online environments, project-based learning, and urban education. This book is ideal for educators, administrators, professional developers, academicians, policymakers, and researchers.

Handbook of Research on Elderly Entrepreneurship

by Adnane Maâlaoui

This handbook introduces readers to the concept of elderly entrepreneurship, and analyzes key issues concerning individuals and institutions. In addition, it presents theoretical and empirical studies exploring the reasons why elderly persons choose to pursue entrepreneurship, despite their advanced age. To investigate this comparatively new entrepreneurial phenomenon, the contributors address psychological, sociological and gerontological aspects, and share unique interdisciplinary insights. The book’s chapters are methodologically diverse, and the scale of analysis ranges from individual cases to country-level patterns. At a time when the world’s major economies are facing a demographic challenge due to ageing populations, elderly entrepreneurship may provide new economic opportunities and motivate more inclusive policymaking.

Handbook of Research on Emerging Theories, Models, and Applications of Financial Econometrics

by Burcu Adıgüzel Mercangöz

This handbook presents emerging research exploring the theoretical and practical aspects of econometric techniques for the financial sector and their applications in economics. By doing so, it offers invaluable tools for predicting and weighing the risks of multiple investments by incorporating data analysis. Throughout the book the authors address a broad range of topics such as predictive analysis, monetary policy, economic growth, systemic risk and investment behavior. This book is a must-read for researchers, scholars and practitioners in the field of economics who are interested in a better understanding of current research on the application of econometric methods to financial sector data.

Handbook Of Research On Gender And Leadership (Research Handbooks In Business And Management Series)

by Susan R. Madsen

Although some progress has been made in recent decades in getting women into top positions in government, business and education, there are on-going, persisting challenges with efforts to improve the opportunities for women in leadership. The Handbook of Research on Gender and Leadership comprises the latest research from the world's foremost scholars on women and leadership, exposing problems and offering both theoretical and practical solutions on how to best strengthen the impact of women around the world. The Handbook provides a brief overview of the current state of women in global leadership, explores theories (both established and emerging) focused specifically on women, and examines with both theoretical and empirical research some of the factors that influence women's motivations to lead. The authors delineate some of the most persistent barriers to women's leadership success and conclude with the latest research findings on how to best develop women leaders to improve their status worldwide. Handbook of Research on Gender and Leadership will appeal to scholars and advanced students in leadership and entrepreneurship. It will be essential reading for leadership coaches, practitioners and business people, particularly those who facilitate leadership programs for women.

Handbook of Research on Organizational Culture and Diversity in the Modern Workforce

by Bryan Christiansen Harish C. Chandan

In today's globalized economy, an understanding of organizational culture and diversity in the modern workforce is crucial to increasing corporate productivity and profit. This publication provides useful reference material for business and government executives, researchers, and undergraduate/graduate students for guidance in the areas of human resource management, occupational health, and well-being at work including work-life balance and firm performance. <p><p> Insights into relative perspectives in culture theories such as the Gothberg IV Model and Hofstede's Model are presented in cross-cultural industrial settings. Qualitative methods in organizational and industrial psychology research are discussed. The latest research on sexual harassment in digital environments, managerial bullying, incivility at work and organizational diversity including inclusion of people with disabilities is presented. <p> Recent research on work-related micro organizational behavior human factors, cynical individual factor, employee empowerment and organizational cynicism, and organizational justice is presented. Leadership traits and active listening and emotional intelligence at work are discussed. Business and industrial organizations can use these articles for guidance in the areas of talent retention and development and international assignments.

Handbook of Ripple Effects in the Supply Chain (International Series in Operations Research & Management Science #276)

by Dmitry Ivanov Alexandre Dolgui Boris Sokolov

This book offers an introduction to the ripple effect in the supply chain for a broad audience comprising recent developments. The chapters of this handbook are written by leading experts in supply chain risk management and resilience. For the first time, the chapters present in their synergy a multiple-faceted view of the ripple effect in supply chains, while considering organization, optimization, and informatics perspectives. Ripple effect describes the impact of a disruption propagation on supply chain performance, structural designs and operational parameters. The ripple effect manifests when the impact of a disruption cannot be localized and cascades along the supply chain. The resulting structural dynamics can lead to capacity and demand fulfilment downscaling and negatively influence the firm’s financial and operational performance. The book delineates major features of the ripple effect and methodologies to mitigate the adverse impact of supply chain disruption propagation and to recover in case of severe disruptions. The book provides fresh insights for supply chain management and engineering regarding the following questions: - In what circumstance does one failure cause other failures? - Which structures of the supply chain are especially susceptible to the ripple effect? - What are the typical ripple effect scenarios and what are the most efficient ways to respond them? Distinctive Features: • It considers ripple effect in the supply chain from an multi-disciplinary perspective• It offers an introduction to ripple effect mitigation and recovery policies in the framework of disruption risk management in supply chains for a broad audience• It integrates management and engineering perspectives on disruption risk management in the supply chain• It presents innovative optimization and simulation models for real-life management problems• It considers examples from both industrial and service supply chains• It reveals decision-making recommendations for tackling disruption risks in the supply chain in proactive and reactive domains.

Handbook of Risk and Crisis Communication (Routledge Communication Ser.)

by H. Dan O'Hair Robert L. Heath

The Handbook of Risk and Crisis Communication explores the scope and purpose of risk, and its counterpart, crisis, to facilitate the understanding of these issues from conceptual and strategic perspectives. Recognizing that risk is a central feature of our daily lives, found in relationships, organizations, governments, the environment, and a wide variety of interactions, contributors to this volume explore such questions as: "What is likely to happen, to whom, and with what consequences?"; "To what extent can science and vigilance prevent or mitigate negative outcomes?"; and "What obligation do some segments of local, national, and global populations have to help other segments manage risks?", shedding light on the issues in the quest for definitive answers. The Handbook offers a broad approach to the study of risk and crisis as joint concerns. Chapters explore the reach of crisis and risk communication, define and examine key constructs, and parse the contexts of these vital areas. As a whole, the volume presents a comprehensive array of studies that highlight the standard principles and theories on both topics, serving as the largest effort to date focused on engaging risk communication discussions in a comprehensive manner. With perspectives from psychology, sociology, anthropology, political science, economics, and communication, the Handbook of Risk and Crisis Communication enlarges the approach to defining and recognizing risk and how should it best be managed. It provides vital insights for all disciplines studying risk, including communication, public relations, business, and psychology, and will be required reading for scholars and researchers investigating risk and crisis in various contexts.

Handbook of Risk and Crisis Communication (Routledge Communication Series)

by Robert L. Heath; H. Dan O’Hair

The Handbook of Risk and Crisis Communication explores the scope and purpose of risk, and its counterpart, crisis, to facilitate the understanding of these issues from conceptual and strategic perspectives. Recognizing that risk is a central feature of our daily lives, found in relationships, organizations, governments, the environment, and a wide variety of interactions, contributors to this volume explore such questions as "What is likely to happen, to whom, and with what consequences?" "To what extent can science and vigilance prevent or mitigate negative outcomes?" and "What obligation do some segments of local, national, and global populations have to help other segments manage risks?", shedding light on the issues in the quest for definitive answers.The Handbook offers a broad approach to the study of risk and crisis as joint concerns. Chapters explore the reach of crisis and risk communication, define and examine key constructs, and parse the contexts of these vital areas. As a whole, the volume presents a comprehensive array of studies that highlight the standard principles and theories on both topics, serving as the largest effort to date focused on engaging risk communication discussions in a comprehensive manner. Now available in paperback, the Handbook of Risk and Crisis Communication can be readily used in graduate coursework and individual research programs. With perspectives from psychology, sociology, anthropology, political science, economics, and communication, the Handbook provides vital insights for all disciplines studying risk, and is required reading for scholars and researchers investigating risk and crisis in various contexts.

The Handbook of Risk Management

by Philippe Carrel

This handbook shows a firm how to repurpose its risk management in order to design and implement a corporate culture which involves all business units and individuals at each level of the hierarchy, how to analyse its risk appetite, translate it into risk policies and risk targets and distribute responsibilities and capabilities accordingly. The book explains how to identify risk exposure across the enterprise; how to empower each business unit with risk management capabilities; how to create an information workflow for preventative decision making; how to align funding strategies and liquidity management tactics with corporate risk policies and finally, how to deal with risk management in external communications.

Handbook of Risk Management in Energy Production and Trading

by Raimund M. Kovacevic Georg Ch. Pflug Maria Teresa Vespucci

This book presents an overview of the risks involved in modern electricity production, delivery and trading, including technical risk in production, transportation and delivery, operational risk for the system operators, market risks for traders, and political and other long term risks in strategic management. Using decision making under uncertainty as a methodological background, the book is divided into four parts, with Part I focusing on energy markets, particularly electricity markets. Topics include a nontechnical overview of energy markets and their main properties, basic price models for energy commodity prices, and modeling approaches for electricity price processes. Part II looks at optimal decisions in managing energy systems, including hydropower dispatch models, cutting plane algorithms and approximative dynamic programming; hydro-thermal production; renewable; stochastic investments and operational optimization models for natural gas transport; decision making in operating electricity networks; and investment in extending energy production systems. Part III explores pricing, including electricity swing options and the pricing of derivatives with volume control. Part IV looks at long-term and political risks, including energy systems under aspects of climate change, and catastrophic operational risks, particularly risks from terrorist attacks.

Handbook of Risk Theory

by Per Sandin Rafaela Hillerbrand Sabine Roeser Martin Peterson

Risk has become one of the main topics in fields as diverse as engineering, medicine and economics, and it is also studied by social scientists, psychologists and legal scholars. But the topic of risk also leads to more fundamental questions such as: What is risk? What can decision theory contribute to the analysis of risk? What does the human perception of risk mean for society? How should we judge whether a risk is morally acceptable or not? Over the last couple of decades questions like these have attracted interest from philosophers and other scholars into risk theory. This handbook provides for an overview into key topics in a major new field of research. It addresses a wide range of topics, ranging from decision theory, risk perception to ethics and social implications of risk, and it also addresses specific case studies. It aims to promote communication and information among all those who are interested in theoetical issues concerning risk and uncertainty. This handbook brings together internationally leading philosophers and scholars from other disciplines who work on risk theory. The contributions are accessibly written and highly relevant to issues that are studied by risk scholars. We hope that the Handbook of Risk Theory will be a helpful starting point for all risk scholars who are interested in broadening and deepening their current perspectives.

Handbook of Safety Principles

by Niklas Möller Sven Ove Hansson Jan-Erik Holmberg Carl Rollenhagen

Presents recent breakthroughs in the theory, methods, and applications of safety and risk analysis for safety engineers, risk analysts, and policy makers Safety principles are paramount to addressing structured handling of safety concerns in all technological systems. This handbook captures and discusses the multitude of safety principles in a practical and applicable manner. It is organized by five overarching categories of safety principles: Safety Reserves; Information and Control; Demonstrability; Optimization; and Organizational Principles and Practices. With a focus on the structured treatment of a large number of safety principles relevant to all related fields, each chapter defines the principle in question and discusses its application as well as how it relates to other principles and terms. This treatment includes the history, the underlying theory, and the limitations and criticism of the principle. Several chapters also problematize and critically discuss the very concept of a safety principle. The book treats issues such as: What are safety principles and what roles do they have? What kinds of safety principles are there? When, if ever, should rules and principles be disobeyed? How do safety principles relate to the law; what is the status of principles in different domains? The book also features: * Insights from leading international experts on safety and reliability * Real-world applications and case studies including systems usability, verification and validation, human reliability, and safety barriers * Different taxonomies for how safety principles are categorized * Breakthroughs in safety and risk science that can significantly change, improve, and inform important practical decisions * A structured treatment of safety principles relevant to numerous disciplines and application areas in industry and other sectors of society * Comprehensive and practical coverage of the multitude of safety principles including maintenance optimization, substitution, safety automation, risk communication, precautionary approaches, non-quantitative safety analysis, safety culture, and many others The Handbook of Safety Principles is an ideal reference and resource for professionals engaged in risk and safety analysis and research. This book is also appropriate as a graduate and PhD-level textbook for courses in risk and safety analysis, reliability, safety engineering, and risk management offered within mathematics, operations research, and engineering departments. NIKLAS M#65533;LLER, PhD, is Associate Professor at the Royal Institute of Technology in Sweden. The author of approximately 20 international journal articles, Dr. M#65533;ller's research interests include the philosophy of risk, metaethics, philosophy of science, and epistemology. SVEN OVE HANSSON, PhD, is Professor of Philosophy at the Royal Institute of Technology. He has authored over 300 articles in international journals and is a member of the Royal Swedish Academy of Engineering Sciences. Dr. Hansson is also a Topical Editor for the Wiley Encyclopedia of Operations Research and Management Science. JAN-ERIK HOLMBERG, PhD, is Senior Consultant at Risk Pilot AB and Adjunct Professor of Probabilistic Riskand Safety Analysis at the Royal Institute of Technology. Dr. Holmberg received his PhD in Applied Mathematics from Helsinki University of Technology in 1997. CARL ROLLENHAGEN, PhD, is Adjunct Professor of Risk and Safety at the Royal Institute of Technology. Dr. Rollenhagen has performed extensive research in the field of human factors and MTO (Man, Technology, and Organization) with a specific emphasis on safety culture and climate, event investigation methods, and organizational safety assessment.

Handbook of Scales in Tourism and Hospitality Research

by Seyhmus Baloglu Ercan Sirakaya-Turk Muzaffer Uysal Yuksel Ekinci Dogan Gursoy

As the field of tourism and hospitality experiences maturity and scientific sophistication, researchers need to fully understand the breadth and depth of existing scales that help explain, understand, monitor, and predict not only behaviour but also consequences of such behaviour as a function of demand and supply interactions in the field. By introducing the importance of measurement and scales and providing groupings of existing scales The Handbook of Scales in Tourism and Hospitality Research serves as the state of the art reference book in the field of tourism, hospitality and allied fields such leisure, recreation, and services management.

Handbook of Scheduling: Algorithms, Models, and Performance Analysis (Chapman & Hall/CRC Computer and Information Science Series)

by Joseph Y-T. Leung

This handbook provides full coverage of the most recent and advanced topics in scheduling, assembling researchers from all relevant disciplines to facilitate new insights. Presented in six parts, these experts provides introductory material, complete with tutorials and algorithms, then examine classical scheduling problems. Part 3 explores scheduling models that originate in areas such as computer science, operations research. The following section examines scheduling problems that arise in real-time systems. Part 5 discusses stochastic scheduling and queueing networks, and the final section discusses a range of applications in a variety of areas, from airlines to hospitals.

The Handbook of Security

by Martin Gill

The substantially revised third edition of The Handbook of Security provides the most comprehensive analysis of scholarly security debates and issues to date. It reflects the developments in security technology, the convergence of the cyber and security worlds, and the fact that security management has become even more business focused. It covers newer topics like terrorism, violence, and cybercrime through various offence types such as commercial robbery and bribery. This handbook comprises mostly brand new chapters and a few thoroughly revised chapters, with discussions of the impact of the pandemic. It includes contributions from some of the world's leading scholars from an even broader geographic scale to critique the way security is provided and managed. It speaks to professionals working in security and students studying security-related courses.

Handbook of Semantic Web Technologies

by Dieter Fensel James A. Hendler John Domingue

After years of mostly theoretical research, Semantic Web Technologies are now reaching out into application areas like bioinformatics, eCommerce, eGovernment, or Social Webs. Applications like genomic ontologies, semantic web services, automated catalogue alignment, ontology matching, or blogs and social networks are constantly increasing, often driven or at least backed up by companies like Google, Amazon, YouTube, Facebook, LinkedIn and others. The need to leverage the potential of combining information in a meaningful way in order to be able to benefit from the Web will create further demand for and interest in Semantic Web research. This movement, based on the growing maturity of related research results, necessitates a reliable reference source from which beginners to the field can draw a first basic knowledge of the main underlying technologies as well as state-of-the-art application areas. This handbook, put together by three leading authorities in the field, and supported by an advisory board of highly reputed researchers, fulfils exactly this need. It is the first dedicated reference work in this field, collecting contributions about both the technical foundations of the Semantic Web as well as their main usage in other scientific fields like life sciences, engineering, business, or education.

The Handbook of Service Innovation

by Renu Agarwal Willem Selen Göran Roos Roy Green

Bringing together some of the world's leading thinkers, academics and professionals to provide practitioners, students and academicians with comprehensive insights into implementing effective service innovation. This book presents service innovation holistically and systemically across various service areas, including health, education, tourism, hospitality, telecommunications, and retail. It addresses contemporary issues through conceptual and applied contributions across industry, academia, and government, providing insights for improved practice and policy making. Featuring cutting-edge research contributions, practical examples, implementations and a select number of case studies across several growth service industries, this book also includes examples of failed service innovation attempts in order to demonstrate a balanced view of the topic and to make clear the pitfalls to be avoided. Culminating in a suggested step-by-step guide to enable service organization's managers to understand and implement the concepts of service innovation and manage its evolutionary processes effectively, this book will prove a valuable resource to a wide reaching audience including researchers, practitioners, managers, and students who aspire to create a deeper scientific foundation for service design and engineering, service experience and marketing, and service management and innovation. Includes endorsements from professionals in the field of service innovation.

Handbook of Service Science

by James C. Spohrer Cheryl A. Kieliszewski Paul P. Maglio

As the service sector expands into the global economy, a new science of service is emerging, one that is dedicated to encouraging service innovation by applying scientific understanding, engineering discipline, and management practice to designing, improving, and scaling service systems. Handbook of Service Science takes the first major steps to clarifying the definition, role, and future of this nascent field. Incorporating work by scholars from across the spectrum of service research, the volume presents multidisciplinary perspectives on the nature and theory of service, on current research and practice in design, operations, delivery, and innovation of service, and on future opportunities and potential of service research. Handbook of Service Science provides a comprehensive reference suitable for a wide-reaching audience including researchers, practitioners, managers, and students who aspire to learn about or to create a deeper scientific foundation for service design and engineering, service experience and marketing, and service management and innovation.

Handbook of Service Science, Volume II (Service Science: Research and Innovations in the Service Economy)

by Paul P. Maglio Cheryl A. Kieliszewski James C. Spohrer Yuriko Sawatani Lia Patrício Kelly Lyons

The second volume of this successful handbook represents varied perspectives on the fast-expanding field of Service Science. The novel work collected in these chapters is drawn from both new researchers who have grown-up with Service Science, as well as established researchers who are adapting their frames for the modern service context. The first Handbook of Service Science marked the emergence of Service Science when disciplinary studies of business-to-customer service systems intertwined to meet the needs of a new era of business-to-business and global service ecosystems. Today, the evolving discipline of Service Science involves advanced technologies, such as smartphones, cloud, social platforms, big data analytics, and artificial intelligence. These technologies are reshaping the service landscape, transforming both business models and public policy, ranging from retail and hospitality to transportation and communications. By looking through the eyes of today’s new Service Scientists, it is anticipated that value and grand challenges will emerge from the integration of theories, methods, and techniques brought together in the first volume, but which are now rooted more deeply in service-dominant logic and systems thinking in this second volume. The handbook is divided into four parts: 1) Service Experience--On the Human-centered Nature of Service; 2) Service Systems–On the Nature of Service Interactions; 3) Service Ecosystems–On the Broad Context of Service; 4) Challenges–On Rethinking the Theory and Foundations of Service Science. The chapters add clarity on how to identify, enable, and measure service, thus allowing for new ideas and connections made to physics, design, computer science, and data science and analytics for advancing service innovation and the welfare of society. Handbook of Service Science, Volume II offers a thorough reference suitable for a wide-reaching audience including researchers, practitioners, managers, and students who aspire to learn about or to create a deeper scientific foundation for service design and engineering, service experience and marketing, and service management and innovation.

Handbook of Services Marketing and Management

by Teresa A. Swartz Professor Dawn Iacobucci

The Handbook is organized in six major sections: The service setting, demand management, service excellence and profitability, service recovery, service relationships, and firm-wide service issues. A unique structural feature of the Handbook is the inclusion of both in-depth chapters as well as shorter, more focused `mini' chapters. This variation enables the book to provide broader coverage through the inclusion of more topics.

Handbook of Sharing Confidential Data: Differential Privacy, Secure Multiparty Computation, and Synthetic Data (ISSN)

by Jörg Drechsler, Daniel Kifer, Jerome Reiter and Aleksandra Slavkovi´c

Statistical agencies, research organizations, companies, and other data stewards that seek to share data with the public face a challenging dilemma. They need to protect the privacy and confidentiality of data subjects and their attributes while providing data products that are useful for their intended purposes. In an age when information on data subjects is available from a wide range of data sources, as are the computational resources to obtain that information, this challenge is increasingly difficult. The Handbook of Sharing Confidential Data helps data stewards understand how tools from the data confidentiality literature—specifically, synthetic data, formal privacy, and secure computation—can be used to manage trade-offs in disclosure risk and data usefulness.Key features:• Provides overviews of the potential and the limitations of synthetic data, differential privacy, and secure computation• Offers an accessible review of methods for implementing differential privacy, both from methodological and practical perspectives• Presents perspectives from both computer science and statistical science for addressing data confidentiality and privacy• Describes genuine applications of synthetic data, formal privacy, and secure computation to help practitioners implement these approachesThe handbook is accessible to both researchers and practitioners who work with confidential data. It requires familiarity with basic concepts from probability and data analysis.

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