Empty shelves, petrol station queues and energy shortages: crises more familiar to those who lived through the 1960s and 1970s have now become a reality for many as global shipping times are squeezed, containers lie unopened at docks and supply shortages push up inflation, increasing the cost of consumer goods from milk to cars to building materials. In Sold Out, James Rickards explains why the shelves are empty, who broke the supply chain and why shortages will persist.

He breaks down the history and structure of business around the world to offer readers a behind-the-scenes look at what's really going on, and what they can do to mitigate the worst of what's to come.

Drawing on his financial expertise, he explains that consumers and investors need to be nimble to come through this unprecedented turn of events in good shape. Luckily, Rickards is on hand to provide the tools readers need to look ahead, monitor key trends and insulate against risks.

Sustainability Accounting and Integrated Reporting deals with organizations' assessment, articulation and disclosure of their social and environmental impact on various groups in society. There is increasingly an understanding that financial information does not sufficiently discharge organizational accountability to members of society who are demanding an account of the social and environmental impacts of companies' and other organizations' activities. As a result, organizations report ever more social and environmental information, and there are simultaneous movements towards providing the information in an integrated fashion, showing how social and environmental activities influence each other, members of society and the financial aims of the organization. The book Sustainability Accounting and Integrated Reporting provides a broad and comprehensive review of the field, focusing on the interconnection between different elements of these topics, often dealt with in isolation. The book examines the accounting involved in the collection and analysis of data, control processes over the data, how information is reported to external parties, and the assurance of the information being reported. The book thereby provides an overview useful to practitioners (including sustainability managers, consultants, members of the accounting profession, and other assurance providers), academics, and students.

Applied Econometrics: A Practical Guide is an extremely user-friendly and application-focused book on econometrics. Unlike many econometrics textbooks which are heavily theoretical on abstractions, this book is perfect for beginners and promises simplicity and practicality to the understanding of econometric models. Written in an easy-to-read manner, the book begins with hypothesis testing and moves forth to simple and multiple regression models. It also includes advanced topics:

Endogeneity and Two-stage Least Squares

Simultaneous Equations Models

Panel Data Models

Qualitative and Limited Dependent Variable Models

Vector Autoregressive (VAR) Models

Autocorrelation and ARCH/GARCH Models

Unit Root and Cointegration

The book also illustrates the use of computer software (EViews, SAS and R) for economic estimating and modeling. Its practical applications make the book an instrumental, go-to guide for solid foundation in the fundamentals of econometrics. In addition, this book includes excerpts from relevant articles published in top-tier academic journals. This integration of published articles helps the readers to understand how econometric models are applied to real-world use cases.

Table of Contents

1. Review of Estimation and Hypothesis Tests

2. Simple Linear Regression Models

3. Multiple Linear Regression Models

4. Dummy Explanatory Variables

5. More on Multiple Regression Analysis

6. Endogeneity and Two-Stage Least Squares Estimation

7. Models for Panel Data

8. Simultaneous Equations Models

9. Vector Autoregressive (VAR) Models

10. Autocorrelation and ARCH/GARCH

11. Unit Root, Cointegration and Error Correction Model

12. Qualitative and Limited Dependent Variable Models

Like all of us, though few so visibly, Alan Greenspan was forced by the financial crisis of 2008 to question some fundamental assumptions about risk management and economic forecasting. How had our models so utterly failed us? Virtually every day, we make wagers on the future - but, even when we're not driven by factors entirely beyond our conscious control, the maps by which we are steering are often out-of-date. The Map and the Territory is an important attempt to update our forecasting conceptual grid using twenty-first-century technologies, offering a lucid and empirical grounding in what we can know about economic forecasting and what we can't.

This is a book is for leaders, to aid their practice in strategy, decision making and change - it's a very practical (field) guide to foresight and foresight tools. It's aimed at leaders in manufacturing, service, non-profit, government and fourth sector organisations. Strategic Foresight is a set of skills and tools used to explore potential futures exercising your 'futures muscles' so that you are able to plan for and take advantage of these possible futures. The book first explores how we think about the future, looking at ambiguity and uncertainty and how these play a role in our ability to think into the future. It introduces a simple model of preferred thinking styles and talks about the 'baggage' and values that form our perceptions. The next section covers models, tools and maps that people will find useful for developing their own Foresight and using this knowledge to make decisions, whilst uncovering innovation and creativity to turn this Foresight knowledge to competitive advantage. This is not a comprehensive list - just a selection of the most effective tools with their use and case studies that are easy and effective to use. The next two sections cover: How to identify emerging trends; what impact they may have on your business; the strategic importance of early recognition; and how to apply the knowledge in your business. Harnessing Foresight as a spring board for innovation and creativity to develop new paradigms and take advantage of what may come. Finally, the author pulls it all together by showing how to develop a practical method of exploring potential futures in the context of your existing business in order to take robust decisions and develop strategies that help you work towards your preferred future. Case studies are interspersed throughout the book to illustrate the points made along with exercises, where appropriate, to encourage people to 'think along' with the ideas and new ways of approaching Strategic Foresight.

This Handbook is a comprehensive anthology of up-to-date chapters contributed by current researchers in budget forecasting. Editors Daniel Williams and Thad Calabrese had previously found substantial deficiencies in public budgeting forecast literature with current research failing to address such matters as practices related to forecasting expenditure factors, the consequences of forecast bias, or empirical examination of the effectiveness of many deterministic methods actually used by many governments. This volume comprehensively addresses the state of knowledge about budget forecasting for practitioners, academics, and students and serves as a comprehensive resource for instruction alongside serving as a reference book for those engaged in budget forecasting practice.

'A well-researched and thought-provoking book' Telegraph '2020: World of War is an informed piece of strategic speculation and analysis. Its official distribution should start at Number 10 Downing Street, with the book being quickly shared within the UK's national security apparatus, and perhaps usefully in Washington and European capitals, too.' Mungo Melvin, The RUSI Journal 'A timely and cogent reminder that history never ends and is about to be made' - Tim Marshall, author of Prisoners of Geography 'This informed and expert book examines credible scenarios of what might happen, could happen and hopefully won't happen' - Lord George Robertson, former NATO Secretary General '2020: World of War should be read by our political leaders, policy makers and horizon scanners alike' - General Sir Richard Shirreff 'This expert consideration of potential conflicts will be invaluable to us all - not just the policy makers and politicians who will have to deal with those issues' - Jonathan Powell, former Chief of Staff, 10 Downing Street 'Knowing the unknown is the first step in making sure what we fear most doesn't happen' - Jonathan Powell, former Chief of Staff, 10 Downing Street With the world already struggling to contain conflicts on several continents, with security and defence expenditure under huge pressure, it's time to think the unthinkable and explore what might happen. As former soldiers now working in defence strategy and conflict resolution, Paul Cornish and Kingsley Donaldson are perfectly qualified to guide us through a credible and utterly convincing 20/20 vision of the year 2020, from cyber security to weapons technology, from geopolitics to undercover operations. This book is of global importance, offering both analysis and creative solutions - essential reading both for decision-makers and everyone who simply wants to understand our future.

Why the global recession is in danger of becoming another Great Depression, and how we can stop it

When the United States stopped backing dollars with gold in 1968, the nature of money changed. All previous constraints on money and credit creation were removed and a new economic paradigm took shape. Economic growth ceased to be driven by capital accumulation and investment as it had been since before the Industrial Revolution. Instead, credit creation and consumption began to drive the economic dynamic. In "The New Depression: The Breakdown of the Paper Money Economy," Richard Duncan introduces an analytical framework, The Quantity Theory of Credit, that explains all aspects of the calamity now unfolding: its causes, the rationale for the government's policy response to the crisis, what is likely to happen next, and how those developments will affect asset prices and investment portfolios.

In his previous book, "The Dollar Crisis" (2003), Duncan explained why a severe global economic crisis was inevitable given the flaws in the post-Bretton Woods international monetary system, and now he's back to explain what's next. The economic system that emerged following the abandonment of sound money requires credit growth to survive. Yet the private sector can bear no additional debt and the government's creditworthiness is deteriorating rapidly. Should total credit begin to contract significantly, this New Depression will become a New Great Depression, with disastrous economic and geopolitical consequences. That outcome is not inevitable, and this book describes what must be done to prevent it.Presents a fascinating look inside the financial crisis and how the New Depression is poised to become a New Great DepressionIntroduces a new theoretical construct, The Quantity Theory of Credit, that is the key to understanding not only the developments that led to the crisis, but also to understanding how events will play out in the years aheadOffers unique insights from the man who predicted the global economic breakdown

Alarming but essential reading, "The New Depression" explains why the global economy is teetering on the brink of falling into a deep and protracted depression, and how we can restore stability.

Strategic foresight is discipline that organizations adopt to gather, interpret, manage information about the future environment they plan to operate in. This book introduces the concept of strategic foresight and advocates a holistic and systemic foresight approach comprising five phases that are suitable for organizations in the public and private sectors. Using real-life cases as practical examples, the book demonstrates how organizations can apply a range of foresight methods and resources across the phases from intelligence to implementation. The book offers an opportunity to learn by all key stakeholders. It enhances the understanding of the National Research Organization's Foresight exercise (as the complex social phenomenon) in its context. The case study of the National Research Organisation provides lessons and insights that can improve both the theoretical and practical implementation of the Foresight Exercise. Dr Mlungisi Cele Acting Head: National Advisory Council on Innovation Department of Science and Technology, Republic of South Africa Foresight methodologies have been widely spreading among business and research organizations worldwide during the last decades. The weakest point of many forward-looking activities so far was the lack of their practical use. The books shows, on a number of cases, how a Foresight study, being wisely designed and implemented, can become a useful navigation tool for increasing competitiveness in the fast changing environment. Dr Alexander Sokolov Professor, HSE National Research University, Russia Director, Institute for Statistical Studies and Economics of Knowledge / International Research and Educational Foresight Centre Very useful tool to describe how organizations assess the future and formulate strategic plans using a systemic foresight methodology Ibon Zugasti Managing Director in PROSPEKTIKER and Chair of the Millennium Project Node in Spain A comprehensive source of knowledge on complex issues of technology foresight process, from conception to commercialization of key technologies, made easy to understand and useful for aspiring futurists seeking to learn more about the matters at hand. Dr Surachai Sathitkunarat Executive Director, APEC Center for Technology Foresight (APEC CTF) Assistant to the President Office of National Higher Education, Science, Research and Innovation Policy Council (NXPO) Thailand This book provides a very good coverage of the end-to-end methodology for technology-based innovation through the use of diverse and relevant business use cases. Very often, books on this theme only expound the approaches. Sarah goes beyond in sharing the pitfalls and challenges during the different stages of the systemic foresight methodology so that readers can learn and avoid the mistakes that other companies made. The emphasis on open innovation and intellectual property management is valuable as many organizations fail to deliver the vision due to insufficient attention on these two aspects. A must read if you wish to master strategic foresight. Dr Terence Hung Chief, Future Intelligence Technologies Rolls-Royce Singapore Pte Ltd Why do people want to know the future? People want to use budget efficiently or don't want to waste time? Aside from those who see the future, like fortune tellers, how do we make the future? Foresight is known as a method of creating the future in a way that many people has been using. So how is it different between Forecast and Foresight? This book will help answer that. Dr Kuniko Urashima Deputy Director of Foresight Center National Institute of Science and Technology Policy (NISTEP), Japan .

Economic forecasting involves choosing simple yet robust models to best approximate highly complex and evolving data-generating processes. This poses unique challenges for researchers in a host of practical forecasting situations, from forecasting budget deficits and assessing financial risk to predicting inflation and stock market returns. Economic Forecasting presents a comprehensive, unified approach to assessing the costs and benefits of different methods currently available to forecasters. This text approaches forecasting problems from the perspective of decision theory and estimation, and demonstrates the profound implications of this approach for how we understand variable selection, estimation, and combination methods for forecasting models, and how we evaluate the resulting forecasts. Both Bayesian and non-Bayesian methods are covered in depth, as are a range of cutting-edge techniques for producing point, interval, and density forecasts. The book features detailed presentations and empirical examples of a range of forecasting methods and shows how to generate forecasts in the presence of large-dimensional sets of predictor variables. The authors pay special attention to how estimation error, model uncertainty, and model instability affect forecasting performance. * Presents a comprehensive and integrated approach to assessing the strengths and weaknesses of different forecasting methods* Approaches forecasting from a decision theoretic and estimation perspective* Covers Bayesian modeling, including methods for generating density forecasts* Discusses model selection methods as well as forecast combinations* Covers a large range of nonlinear prediction models, including regime switching models, threshold autoregressions, and models with time-varying volatility* Features numerous empirical examples* Examines the latest advances in forecast evaluation* Essential for practitioners and students alike

This lively and provocative look at the tension between economics and politics examines why so many mistakes in economic policy-making are made for political reasons and ignore the economic truths. Using short-term economic gains to ensure electoral success, argues Lorenzo Forni, inevitably spells macroeconomic disaster. Using the state budget, trade policy and monetary policy to prop up labour markets and the wider economy in order to boost voter approval ratings, while ignoring budget constraints can only result in longer recessions and economic downturns. Which then can incur the painful austerity measures needed to bring the economy back into balance. Forni looks at many unsustainable economic policies that have been implemented in parts of the world when the economic realities - there is no magic money tree! - would recommend a different and more prudent economic course.

Over the last 25 years, evolutionary game theory has grown with theoretical contributions from the disciplines of mathematics, economics, computer science and biology. It is now ripe for applications. In this book, Daniel Friedman--an economist trained in mathematics--and Barry Sinervo--a biologist trained in mathematics--offer the first unified account of evolutionary game theory aimed at applied researchers. They show how to use a single set of tools to build useful models for three different worlds: the natural world studied by biologists; the social world studied by anthropologists, economists, political scientists and others; and the virtual world built by computer scientists and engineers. The first six chapters offer an accessible introduction to core concepts of evolutionary game theory. These include fitness, replicator dynamics, sexual dynamics, memes and genes, single and multiple population games, Nash equilibrium and evolutionarily stable states, noisy best response and other adaptive processes, the Price equation, and cellular automata. The material connects evolutionary game theory with classic population genetic models, and also with classical game theory. Notably, these chapters also show how to estimate payoff and choice parameters from the data. The last eight chapters present exemplary game theory applications. These include a new coevolutionary predator-prey learning model extending rock-paper-scissors; models that use human subject laboratory data to estimate learning dynamics; new approaches to plastic strategies and life cycle strategies, including estimates for male elephant seals; a comparison of machine learning techniques for preserving diversity to those seen in the natural world; analyses of congestion in traffic networks (either internet or highways) and the "price of anarchy "; environmental and trade policy analysis based on evolutionary games; the evolution of cooperation; and speciation. As an aid for instruction, a web site provides downloadable computational tools written in the R programming language, Matlab, Mathematica and Excel.

To what extent should anybody who has to make model forecasts generated from detailed data analysis adjust their forecasts based on their own intuition? In this book, Philip Hans Franses, one of Europe's leading econometricians, presents the notion that many publicly available forecasts have experienced an 'expert's touch', and questions whether this type of intervention is useful and if a lighter adjustment would be more beneficial. Covering an extensive research area, this accessible book brings together current theoretical insights and new empirical results to examine expert adjustment from an econometric perspective. The author's analysis is based on a range of real forecasts and the datasets upon which the forecasters relied. The various motivations behind experts' modifications are considered, and guidelines for creating more useful and reliable adjusted forecasts are suggested. This book will appeal to academics and practitioners with an interest in forecasting methodology.

With a new author team contributing decades of practical experience, this fully updated and thoroughly classroom-tested second edition textbook prepares students and practitioners to create effective forecasting models and master the techniques of time series analysis. Taking a practical and example-driven approach, this textbook summarises the most critical decisions, techniques and steps involved in creating forecasting models for business and economics. Students are led through the process with an entirely new set of carefully developed theoretical and practical exercises. Chapters examine the key features of economic time series, univariate time series analysis, trends, seasonality, aberrant observations, conditional heteroskedasticity and ARCH models, non-linearity and multivariate time series, making this a complete practical guide. A companion website with downloadable datasets, exercises and lecture slides rounds out the full learning package.

The period leading up to the Great Depression witnessed the rise of the economic forecasters, pioneers who sought to use the tools of science to predict the future, with the aim of profiting from their forecasts. This book chronicles the lives and careers of the men who defined this first wave of economic fortune tellers, men such as Roger Babson, Irving Fisher, John Moody, C. J. Bullock, and Warren Persons. They competed to sell their distinctive methods of prediction to investors and businesses, and thrived in the boom years that followed World War I. Yet, almost to a man, they failed to predict the devastating crash of 1929. Walter Friedman paints vivid portraits of entrepreneurs who shared a belief that the rational world of numbers and reason could tame--or at least foresee--the irrational gyrations of the market. Despite their failures, this first generation of economic forecasters helped to make the prediction of economic trends a central economic activity, and shed light on the mechanics of financial markets by providing a range of statistics and information about individual firms. They also raised questions that are still relevant today. What is science and what is merely guesswork in forecasting? What motivates people to buy forecasts? Does the act of forecasting set in motion unforeseen events that can counteract the forecast made? Masterful and compelling, Fortune Tellers highlights the risk and uncertainty that are inherent to capitalism itself.

The European public debt problem was in the making long before the 2007-2009 recession, as budget deficits had become endemic. A similar crisis is now developing in America, where the same fundamental causes have been at work. The Public Debt Problem analyzes the situation of public debts in America and reviews official forecasts for the federal government. The author carefully explains the main concepts (budget deficit, public debt, etc.) and analytical tools (discounting, government accounting, Treasury securities, bonds, yields, etc.) necessary to understand the issues.

Bringing together a collection of previously published work, this book provides a discussion of major considerations relating to the construction of econometric models that work well to explain economic phenomena, predict future outcomes and be useful for policy-making. Analytical relations between dynamic econometric structural models and empirical time series MVARMA, VAR, transfer function, and univariate ARIMA models are established with important application for model-checking and model construction. The theory and applications of these procedures to a variety of econometric modeling and forecasting problems as well as Bayesian and non-Bayesian testing, shrinkage estimation and forecasting procedures are also presented and applied. Finally, attention is focused on the effects of disaggregation on forecasting precision and the Marshallian Macroeconomic Model that features demand, supply and entry equations for major sectors of economies is analysed and described. This volume will prove invaluable to professionals, academics and students alike.

We've weathered tough times before. History teaches us that periods of "creative destruction," like the Great Depression of the 1930s, also present opportunities to remake our economy and society and to generate whole new eras of economic growth and prosperity. In "The Great Reset," bestselling author and economic development expert Richard Florida provides an engaging and sweeping examination of these previous economic epochs, or "resets," while looking toward the future to identify the patterns that will drive the next Great Reset and transform virtually every aspect of our lives. He distills the deep forces that alter physical and social landscapes--how and where we live, how we work, how we invest in individuals and infrastructure, how we shape our cities and regions--and shows the ways in which these forces, when combined, will spur a fresh era of growth and prosperity, define a new geography of progress, and create surprising opportunities for all of us.

'A timely and cogent reminder that history never ends and is about to be made' - Tim Marshall, author of Prisoners of Geography With the world already struggling to contain conflicts on several continents, with security and defence expenditure under huge pressure, it's time to think the unthinkable and explore what might happen. As former soldiers now working in defence strategy and conflict resolution, Paul Cornish and Kingsley Donaldson are perfectly qualified to guide us through a credible and utterly convincing 20/20 vision of the year 2020, from cyber security to weapons technology, from geopolitics to undercover operations. This book is of global importance, offering both analysis and creative solutions - essential reading both for decision-makers and everyone who simply wants to understand our future.

The degree to which markets incorporate information is one of the most important questions facing economists today. This book provides a fascinating study of the existence and extent of information efficiency in financial markets, with a special focus on betting markets. Betting markets are selected for study because they incorporate features highly appropriate to a study of information efficiency, in particular the fact that each bet has a well-defined end point at which its value becomes certain. Using international examples, this book reviews and analyses the issue of information efficiency in both financial and betting markets. Part I is an extensive survey of the existing literature, while Part II presents a range of readings by leading academics. Insights gained from the book will interest students of financial economics, financial market analysts, mathematicians and statisticians, and all those with a special interest in finance or gambling.