This book aims to encourage a more reflective, multidisciplinary approach to public safety, and the 'reenfranchisement' of those affected by this new phenomenon. Over the past decade health and safety has become a major issue of public interest. There are countless stories of health and safety activities interfering with public life, preventing some beneficial activity from taking place - even creating absurd or dangerous situations. On the one hand, risk assessment, properly conducted, is highly beneficial - it save lives and prevents injuries. But on the other, it can damage public life. Why has this come about, and does it have to be like that? The authors examine the origins of the problem, look critically at the tools used by safety assessors and their underlying assumptions, and consider important differences between public life and industry (where the approaches largely originated). They illuminate the whole with an analysis of legal requirements, attitudes of stakeholders, and recent research on risk perception and decision making. The result is a profound and important analysis of risk and safety culture and a framework for managing public safety more effectively.

"Financial Risk Forecasting" is a complete introduction to practical quantitative risk management, with a focus on market risk. Derived from the authors teaching notes and years spent training practitioners in risk management techniques, it brings together the three key disciplines of finance, statistics and modeling (programming), to provide a thorough grounding in risk management techniques.

Written by renowned risk expert Jon Danielsson, the book begins with an introduction to financial markets and market prices, volatility clusters, fat tails and nonlinear dependence. It then goes on to present volatility forecasting with both univatiate and multivatiate methods, discussing the various methods used by industry, with a special focus on the GARCH family of models. The evaluation of the quality of forecasts is discussed in detail. Next, the main concepts in risk and models to forecast risk are discussed, especially volatility, value-at-risk and expected shortfall. The focus is both on risk in basic assets such as stocks and foreign exchange, but also calculations of risk in bonds and options, with analytical methods such as delta-normal VaR and duration-normal VaR and Monte Carlo simulation. The book then moves on to the evaluation of risk models with methods like backtesting, followed by a discussion on stress testing. The book concludes by focussing on the forecasting of risk in very large and uncommon events with extreme value theory and considering the underlying assumptions behind almost every risk model in practical use - that risk is exogenous - and what happens when those assumptions are violated.

Every method presented brings together theoretical discussion and derivation of key equations and a discussion of issues in practical implementation. Each method is implemented in both MATLAB and R, two of the most commonly used mathematical programming languages for risk forecasting with which the reader can implement the models illustrated in the book.

The book includes four appendices. The first introduces basic concepts in statistics and financial time series referred to throughout the book. The second and third introduce R and MATLAB, providing a discussion of the basic implementation of the software packages. And the final looks at the concept of maximum likelihood, especially issues in implementation and testing.

The book is accompanied by a website - www.financialriskforecasting.com - which features downloadable code as used in the book.

Digital Asset Valuation and Cyber Risk Measurement: Principles of Cybernomics is a book about the future of risk and the future of value. It examines the indispensable role of economic modeling in the future of digitization, thus providing industry professionals with the tools they need to optimize the management of financial risks associated with this megatrend. The book addresses three problem areas: the valuation of digital assets, measurement of risk exposures of digital valuables, and economic modeling for the management of such risks. Employing a pair of novel cyber risk measurement units, bitmort and hekla, the book covers areas of value, risk, control, and return, each of which are viewed from the perspective of entity (e.g., individual, organization, business), portfolio (e.g., industry sector, nation-state), and global ramifications. Establishing adequate, holistic, and statistically robust data points on the entity, portfolio, and global levels for the development of a cybernomics databank is essential for the resilience of our shared digital future. This book also argues existing economic value theories no longer apply to the digital era due to the unique characteristics of digital assets. It introduces six laws of digital theory of value, with the aim to adapt economic value theories to the digital and machine era.

This book is written for the experienced portfolio manager and professional options traders. It is a practical guide offering how to apply options math in a trading world that demands mathematical measurement. Every options trader deals with an array of calculations: beginners learn to identify risks and opportunities using a short list of strategies, while researchers and academics turn to advanced technical manuals. However, almost no books exist for the experienced portfolio managers and professional options traders who fall between these extremes. Michael C. Thomsett addresses this glaring gap with The Mathematics of Options, a practical guide with actionable tools for the practical application of options math in a world that demands quantification. It serves as a valuable reference for advanced methods of evaluating issues of pricing, payoff, probability, and risk. In his characteristic approachable style, Thomsett simplifies complex hot button issues-such as strategic payoffs, return calculations, and hedging options-that may be mentioned in introductory texts but are often underserved. The result is a comprehensive book that helps traders understand the mathematic concepts of options trading so that they can improve their skills and outcomes.

The essential reference for financial risk management

Filled with in-depth insights and practical advice, the "Financial Risk Manager Handbook" is the core text for risk management training programs worldwide. Presented in a clear and consistent fashion, this completely updated Sixth Edition, mirrors recent updates to the new two-level Financial Risk Manager (FRM) exam, and is fully supported by GARP as the trusted way to prepare for the rigorous and renowned FRM certification. This valuable new edition includes an exclusive collection of interactive multiple-choice questions from recent FRM exams.

"Financial Risk Manager Handbook, Sixth Edition" supports candidates studying for the Global Association of Risk Professional's (GARP) annual FRM exam and prepares you to assess and control risk in today's rapidly changing financial world. Authored by renowned risk management expert Philippe Jorion, with the full support of GARP, this definitive guide summarizes the core body of knowledge for financial risk managers.Offers valuable insights on managing market, credit, operational, and liquidity riskExamines the importance of structured products, futures, options, and other derivative instrumentsContains new material on extreme value theory, techniques in operational risk management, and corporate risk management

"Financial Risk Manager Handbook" is the most comprehensive guide on this subject, and will help you stay current on best practices in this evolving field. The "FRM Handbook" is the official reference book for GARP's FRM certification program.

This collection of essays deals with the situated management of risk in a wide variety of organizational settings - aviation, mental health, railway project management, energy, toy manufacture, financial services, chemicals regulation, and NGOs. Each chapter connects the analysis of risk studies with critical themes in organization studies more generally based on access to, and observations of, actors in the field. The emphasis in these contributions is upon the variety of ways in which organizational actors, in combination with a range of material technologies and artefacts, such as safety reporting systems, risk maps and key risk indicators, accomplish and make sense of the normal work of managing risk - riskwork. In contrast to a preoccupation with disasters and accidents after the event, the volume as whole is focused on the situationally specific character of routine risk management work. It emerges that this riskwork is highly varied, entangled with material artefacts which represent and construct risks and, importantly, is not confined to formal risk management departments or personnel. Each chapter suggests that the distributed nature of this riskwork lives uneasily with formalized risk management protocols and accountability requirements. In addition, riskwork as an organizational process makes contested issues of identity and values readily visible. These 'back stage/back office' encounters with risk are revealed as being as much emotional as they are rationally calculative. Overall, the collection combines constructivist sensibilities about risk objects with a micro-sociological orientation to the study of organizations.

Non-Destructive Testing (NDT) is of worldwide significance, and is strongly related to the detection of damage in engineering structures (buildings, bridges, aircrafts, ships, pressure vessels, etc.) using non-invasive techniques (ultrasound, X-rays, Radar, neutrons, thermography, vibrations, acoustic emission, etc.). Emerging Technologies in Non-Destructive Testing VI includes the contributions to the 6th International Conference in Non-Destructive Testing (Brussels, Belgium, 27-29 May 2015). The book intends to give the latest updates in the field of NDT, and is organized in chapters on high impact subjects, such as: - Applications of NDT methods related to cultural heritage structures; - Materials like ceramics, polymer and composites; - Railways; - Glass panels; - Steel structures; - Wind turbines, and - Aerospace structures. Other subjects include the monitoring of 3D-printed components, self-healing mechanisms in concrete, and applications of NDT in biological materials. Emerging Technologies in Non-Destructive Testing VI provides insight in the latest developments in the different techniques with a huge social impact. In addition, it facilitates the exchange of ideas among scientists and the industry, disseminating academic knowledge to society - and the other way around: giving feedback from the experience of practitioners to academia.

Across the world organizations continue to be damaged and brought down by systemic non-compliance or the misdeeds of a few, and newspapers abound with examples of corporate and NGO scandals and crimes. This despite the increasing ethical demands stakeholders are making of business, the exposing power of social media, the proliferating requirements of compliance laws and regulations, and the burgeoning numbers of policies, procedures and compliance officers which have been put in place in response. So what's going on? Why isn't compliance working? The Business Guide to Effective Compliance and Ethics examines how rules-based, tick-box, defensible compliance continues to fail, and lays out a new approach for organizations seeking to flourish and succeed.

Written for any organization and businesses large and small, it provides clear, thorough and practical guidance for practitioners and decision-makers. It explains in layman's terms the skills, tools and mindset needed to develop and deliver a best practice compliance and ethics programme - one that meets the requirements made by law, stakeholders and society, and protects your organization from risk of fines, penalties and reputational damage. But this is also a book for all those interested in how to build employee engagement and motivation. The Business Guide to Effective Compliance and Ethics demonstrates the value - including competitive advantage, career satisfaction, employee and customer loyalty, and brand enhancement - that a truly effective compliance and ethics programme can bring when it is working hand in hand with a values-based culture of shared ownership.

This book analyzes the risk management process in relation to building design and operation and on this basis proposes a method and a set of tools that will improve the planning and evaluation of design solutions in order to control risks in the operation and management phase. Particular attention is paid to the relationship between design choices and the long-term performance of buildings in meeting requirements expressing user and client needs. A risk dashboard is presented as a risk measurement framework that identifies and addresses areas of uncertainty surrounding the satisfaction of particularly relevant requirements over time. This risk dashboard will assist both designers and clients. It will support designers by enabling them to improve the maintainability of project performance and will aid clients both in devising a brief that emphasizes the most relevant aspects of maintainability and in evaluating project proposals according to long-term risks. The results of assessment of the proposed method and tools in tests run on a number of buildings of worship are also reported.

Across the world, organizations continue to be damaged and brought down by systemic non-compliance or the misdeeds of a few, and newspapers abound with examples of corporate and NGO scandals and crimes. This is despite the increasing ethical demands stakeholders are making of business, the exposing power of social media, the proliferating requirements of compliance laws and regulations, and the burgeoning numbers of policies, procedures and compliance officers that have been put in place in response. So why isn't compliance working? The Business Guide to Effective Compliance and Ethics examines how rules-based, tick-box, defensible compliance continues to fail, and lays out a new approach for organizations seeking to flourish and succeed. Written for any organization and businesses, this book provides clear, thorough and practical guidance for practitioners and decision-makers. It explains in layman's terms the skills, tools and mindset needed to develop and deliver a best practice compliance and ethics programme - one that meets the requirements made by law, stakeholders and society, and protects your organization from risk of fines, penalties and reputational damage. But this is also a book for all those interested in how to build employee engagement and motivation. The Business Guide to Effective Compliance and Ethics demonstrates the value - including competitive advantage, career satisfaction, employee and customer loyalty, and brand enhancement - that a truly effective compliance and ethics programme can bring, when it works hand in hand with a values-based culture of shared ownership.

This book is for a broad audience of practitioners, policymakers, scholars, and anyone interested in scenarios, simulations, and disaster planning. Readers are led through several different planning scenarios that have been developed over several years under the auspices of the US Department of Energy, the US Air Force, and continued work at GlobalInt LLC. These scenarios present different security challenges and their potential cascading impacts on global systems - from the melting of glaciers in the Andes, to hurricanes in New York and Hawaii, and on to hybrid disasters, cyberoperations and geoengineering. The book provides a concise and up-to-date overview of the 'lessons learned', with a focus on innovative solutions to the world's pressing energy and environmental security challenges.

Why does regulation vary so dramatically from one area to another? Why are some risks regulated aggressively and others responded to only modestly? Is there any logic to the techniques we use in risk regulation? These key questions are explored in The Government of Risk. This book looks at a number of risk regulation regimes, considers the respects in which they differ, and examines how these differences can be justified. Analyzing regulation in terms of 'regimes' allows us to see the rich, multi-dimensional nature of risk regulation. It exposes the thinness of society-wide analyses of risk controls and it offers a perspective that single case studies cannot reach. Regimes analysis breaks down the components of risk regulation systems and shows how they interact. It also shows how different parts of the same regime may be shaped by different factors and have to be explained and understood in quite different ways. The Government of Risk shows how such an approach is of high policy relevance as well as of considerable theoretical importance.

These notes represent our summary of much of the recent research that has been done in recent years on approximations and bounds that have been developed for compound distributions and related quantities which are of interest in insurance and other areas of application in applied probability. The basic technique employed in the derivation of many bounds is induc tive, an approach that is motivated by arguments used by Sparre-Andersen (1957) in connection with a renewal risk model in insurance. This technique is both simple and powerful, and yields quite general results. The bounds themselves are motivated by the classical Lundberg exponential bounds which apply to ruin probabilities, and the connection to compound dis tributions is through the interpretation of the ruin probability as the tail probability of a compound geometric distribution. The initial exponential bounds were given in Willmot and Lin (1994), followed by the nonexpo nential generalization in Willmot (1994). Other related work on approximations for compound distributions and applications to various problems in insurance in particular and applied probability in general is also discussed in subsequent chapters. The results obtained or the arguments employed in these situations are similar to those for the compound distributions, and thus we felt it useful to include them in the notes. In many cases we have included exact results, since these are useful in conjunction with the bounds and approximations developed."

We find risks everywhere-from genetically modified crops, medical malpractice, and stem-cell therapy to intimacy, online predators, identity theft, inflation, and robbery. They arise from our own acts and they are imposed on us. In this Very Short Introduction, Baruch Fischhoff and John Kadvany draw on the sciences and humanities to explore and explain the many kinds of risk. Using simple conceptual frameworks from decision theory and behavioural research, they examine the science and practice of creating measures of risk, showing how scientists address risks by combining historical records, scientific theories, probability, and expert judgment.Risk: A Very Short Introduction describes what has been learned by cognitive scientists about how people deal with risks, applying these lessons to diverse examples, and demonstrating how understanding risk can aid choices in everyday life and public policies for health, safety, environment, finance, and many other topics. ABOUT THE SERIES: The Very Short Introductions series from Oxford University Press contains hundreds of titles in almost every subject area. These pocket-sized books are the perfect way to get ahead in a new subject quickly. Our expert authors combine facts, analysis, perspective, new ideas, and enthusiasm to make interesting and challenging topics highly readable.

RAMP is a structured process for evaluating and controlling risk in major projects and this practical, working handbook is for everyone involved in the financial, commercial, legal or engineering aspects of a project. Providing a framework for identifying, analysing and responding to risks and then placing a financial value on them, the RAMP process covers the whole life of the asset involved, including post-completion reviews and methods for controlling any risks that remain, to increase the chances of overall project success. It can be applied to `hard' projects involving construction of physical assets or `soft' projects involving business acquisitions or the launch of a new product.

The Pacific region is expected to contract by 0.6% in 2021, and to grow by 4.7% in 2022. This issue of the Pacific Economic Monitor explores how the region can reopen and rebuild. Besides safely resuming travel and protecting health, a resilient recovery will depend on promoting fiscal sustainability and strengthening economic management, including regional cooperation to revitalize tourism.

This book, based on the author's Clarendon Lectures in Finance, examines the empirical behaviour of corporate default risk. A new and unified statistical methodology for default prediction, based on stochastic intensity modeling, is explained and implemented with data on U.S. public corporations since 1980. Special attention is given to the measurement of correlation of default risk across firms. The underlying work was developed in a series of collaborations over roughly the past decade with Sanjiv Das, Andreas Eckner, Guillaume Horel, Nikunj Kapadia, Leandro Saita, and Ke Wang. Where possible, the content based on methodology has been separated from the substantive empirical findings, in order to provide access to the latter for those less focused on the mathematical foundations. A key finding is that corporate defaults are more clustered in time than would be suggested by their exposure to observable common or correlated risk factors. The methodology allows for hidden sources of default correlation, which are particularly important to include when estimating the likelihood that a portfolio of corporate loans will suffer large default losses. The data also reveal that a substantial amount of power for predicting the default of a corporation can be obtained from the firm's "distance to default," a volatility-adjusted measure of leverage that is the basis of the theoretical models of corporate debt pricing of Black, Scholes, and Merton. The findings are particularly relevant in the aftermath of the financial crisis, which revealed a lack of attention to the proper modelling of correlation of default risk across firms.

This report examines the impacts of COVID-19 on labour markets along with adjustment patterns in Indonesia, Malaysia, the Philippines, Thailand, and Viet Nam. Labour markets in Southeast Asia were particularly hit hard in 2020 when government pandemic containment measures were most severe. COVID-19 exacerbated growing inequalities in the region and exposed large gaps in social protection . This report aims to help policymakers identify priorities, constraints, and opportunities for developing effective labour market strategies for economic recovery and beyond.

In the wake of 9/11 and Hurricane Katrina, many are asking what, if anything, can be done to prevent large-scale disasters. How is it that we know more about the hazards of modern American life than ever before, yet the nation faces ever-increasing losses from such events? History shows that disasters are not simply random acts. Where is the logic in creating an elaborate set of fire codes for buildings, and then allowing structures like the Twin Towers-tall, impressive, and risky-to go up as design experiments? Why prepare for terrorist attacks above all else when floods, fires, and earthquakes pose far more consistent threats to American life and prosperity? The Disaster Experts takes on these questions, offering historical context for understanding who the experts are that influence these decisions, how they became powerful, and why they are only slightly closer today than a decade ago to protecting the public from disasters. Tracing the intertwined development of disaster expertise, public policy, and urbanization over the past century, historian Scott Gabriel Knowles tells the fascinating story of how this diverse collection of professionals-insurance inspectors, engineers, scientists, journalists, public officials, civil defense planners, and emergency managers-emerged as the authorities on risk and disaster and, in the process, shaped modern America.

This publication provides updates on the bond market in Indonesia since 2017. The ASEAN+3 Bond Market Guide series provides information on the investment climate, rules, laws, opportunities, and characteristics of bond markets in Asia and the Pacific. It aims to help bond market issuers, investors, and financial intermediaries understand the local context and encourage greater participation in the region's rapidly developing bond markets. This edition updates the ASEAN+3 Bond Market Guide 2017: Indonesia.