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Books > Business & Economics > Economics > Economic forecasting
Broad beliefs about the economics of 'developing countries' and of the development process have changed considerably since the subject became of wide interest in the 1950s; due largely to changes in the world and in the application of economic policies within developing countries. Subjects such as environment, gender, poverty, famine and globalization have come to be of increasingly important public interest. The extreme divergence of experience among regions of the world has also made it more and more questionable whether it even makes sense to think of a single and distinctive 'economics of developing countries'. This textbook presents a concise and up-to-date examination of the field of development economics, bringing together historical perspectives, current issues and policy implications. Each chapter can be read as a stand-alone unit, or as part of the wider economic debates presented throughout the book.
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.
This book allows those with a basic knowledge of econometrics to learn the main nonparametric and semiparametric techniques used in econometric modelling, and how to apply them correctly. It looks at kernel density estimation, kernel regression, splines, wavelets, and mixture models, and provides useful empirical examples throughout. Using empirical application, several economic topics are addressed, including income distribution, wage equation, economic convergence, the Phillips curve, interest rate dynamics, returns volatility, and housing prices. A helpful appendix also explains how to implement the methods using R. This useful book will appeal to practitioners and researchers who need an accessible introduction to nonparametric and semiparametric econometrics. The practical approach provides an overview of the main techniques without including too much focus on mathematical formulas. It also serves as an accompanying textbook for a basic course, typically at undergraduate or graduate level.
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.
So much to read, so little time? This brief overview of The Signal and the Noise tells you what you need to know--before or after you read Nate Silver's book. Crafted and edited with care, Worth Books set the standard for quality and give you the tools you need to be a well-informed reader. This short summary and analysis of The Signal and the Noise by Nate Silver includes: Historical context Chapter-by-chapter summaries Important quotes Fascinating trivia Glossary of terms Supporting material to enhance your understanding of the original work About The Signal and the Noise by Nate Silver: Drawing on groundbreaking research, The Signal and the Noise, written by the founder and editor-in-chief of FiveThirtyEight.com, examines how data has been used in prediction and forecasting, and how to find the true signals--the points that indicate that something will happen--amidst noisy and distracting data. Addressing different fields of forecasting and predictions--from politics to earthquakes to poker--Silver explores the reasons why some things are easier to forecast, like the weather, while others are so difficult, such as terrorism. From one of the country's smartest thinkers. The Signal and the Noise provides vital insights into how to think about probability and predictions on the economy, climate change, sports, and other subjects that impact our lives. The summary and analysis in this book are intended to complement your reading experience and bring you closer to a great work of nonfiction.
Electricity Decentralization in the European Union: Towards Zero Carbon and Energy Transition, Second Edition examines progress in decentralization across the European Union, with each chapter focusing on developments and innovations in a specific country. Sections provide an overview of the current role and state of smart grids, the conceptualization of energy transition, and specific cases across all EU states. Across the chapters, regulatory frameworks are assessed to identify to what extent it is conducive to decentralization, with specific outcomes of decentralization covered in detail, including deployment of smart grids and meters, demand response, electric vehicles, and storage. The book highlights how specific EU member states are progressing towards deployment of these tools and technologies, along with the specific needs and regulatory barriers in each and recommendations for how regulation can be more encouraging. In addition, electricity interconnections in the EU are considered as a vital step towards decentralization in order to boost energy security and energy efficiency. Finally, the book includes a detailed examination of data protection concerns that arise from the advent of new technologies that collect personal information, such as smart grids, assessing current regulation on data protection and identifying areas for improvement, as well as innovative finance options for sustainable energy.
Originally conceived as part of a unifying vision for Europe, the euro is now viewed as a millstone around the neck of a continent crippled by vast debts, sluggish economies, and growing populist dissent. In Europe's Orphan, leading economic commentator Martin Sandbu presents a compelling defense of the euro. He argues that rather than blaming the euro for the political and economic failures in Europe since the global financial crisis, the responsibility lies firmly on the authorities of the eurozone and its member countries. The eurozone's self-inflicted financial calamities and economic decline resulted from a toxic cocktail of unforced policy errors by bankers, politicians, and bureaucrats; the unhealthy coziness between finance and governments; and, above all, an extreme unwillingness to restructure debt. Sandbu traces the origins of monetary union back to the desire for greater European unity after the Second World War. But the euro's creation coincided with a credit bubble that governments chose not to rein in. Once the crisis hit, a battle of both ideas and interests led to the failure to aggressively restructure sovereign and bank debt. Ideologically informed choices set in motion dynamics that encouraged more economic mistakes and heightened political tensions within the eurozone. Sandbu concludes that the prevailing view that monetary union can only work with fiscal and political union is wrong and dangerous--and risks sending the continent into further political paralysis and economic stagnation. Contending that the euro has been wrongfully scapegoated for the eurozone's troubles, Europe's Orphan charts what actually must be done for the continent to achieve an economic and political recovery. This revised edition contains a new preface addressing the economic and political implications of Brexit, as well as updated text throughout. Europe's Orphan charts what actually must be done for the continent to achieve a full recovery.
Volume II provides an in-depth analysis of important specific issues, detailed discussion of the independence of the Bank of Israel, and an econometric study of the central banks policies. This volume also includes a historical account of the liberalization of Israel's foreign-exchange market and various issues related to the banking system, such as concentration, competition, and especially banking supervision. In one of the articles in this volume, based on a series of interviews, the top officials of the Bank of Israel present their view on the Banks policies in the various periods.
Conventional wisdom once told us big companies are unbeatable... and eat smaller competitors for breakfast. Not anymore. These days It's Not the Big that Eat the Small... It's the FAST that Eat the Slow! Jason Jennings and Laurence Haughton discovered what separates today's icons of speed from everybody else. They asked questions like:
And studied the world's fastest companies like:
The results are in this sensational book... a national bestseller, translated all over the globe and universally praised. Would you like to make speed a competitive tool in your business? Here's your roadmap!
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 book concentrates on the five biggest recessions in the twentieth century. It focuses on the UK, but makes numerous comparisons to recessions in other countries. Two major recessions are identified in the interwar period; three more in the years 1973-1995. The main conclusion reached is that major recessions reflect abrupt fallings off in demand not supply, and can be explained by identifiable demand shocks. The concluding chapter offers advice on how to avoid future severe recessions: a combination of prudent policy-making beforehand and special measures in the downturn and recovery.
A discussion of various aspects of dynamic behavior of empirical macroeconomic, and in particular, macroeconometric models, is presented in this book. The book addresses in depth several theoretical and practical aspects concerning the modeling and analysis of long-run equilibrium behavior, adjustment dynamics and stability. Tools are developed to identify and interpret the main determinants of the dynamics of models. The tools involve, among others, error-correction mechanisms, eigenvalue analysis, feedback closure rules, graph theory, learning behavior, steady-state analysis, and stochastic simulation. Their usefulness is demonstrated by interesting applications to a number of well-known national and multi-national models.
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.
The text provides extensive coverage of forecasting methodology. It reduces complexity to a step-by-step format, thus precluding the necessity of a mathematical background. A full range of methods are explained: time series (eighteen models), regression analysis, econometrics and related practices, short life cycle, qualitative, and forecast evaluation and modification, for instance. The examples and discussions bring the text into the real world. Forecasting is integrated with planning, decision making, and operations including Sales and Operations Planning, supply chain considerations, and scheduling. The book provides a skill level that allows the readers to develop more accurate forecasting models suitable to their business environments.
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.
This thoroughly revised second edition of an upper-level undergraduate/graduate text describes many major techniques of forecasting used in economics and business. This is the only time series book to concentrate on the forecasting of economic data and to cover such a broad range of topics. Its key features are: gives a complete description, with applications, of the Box-Jenkins single series modeling techniques; extends the Box-Jenkins techniques to multivariate cases; compares forecasts from purely statistical and econometric models; pays careful attention to such problems as how to evaluate and compare forecasts; covers nonstationary and nonlinear models, co-integration and error-correction models.
South Korea's economic miracle is a well-known story. However, today Korea is confronting a new set of internal and external risks, which may foreshadow the next crisis. The Korean economy has been struggling with the faltering growth momentum and the rise of unprecedented socio-economic problems over recent years well before the pandemic crisis. After abrupt downshifts to markedly slower growth in the early 2000s, economic growth has continued to decelerate. Koreans are grappling with slow income growth, all time-high household debt, high youth unemployment, inequality, and social polarization. Politics is in disarray and is incapable of directing social discourse for the common good. Rapid population aging along with the world's lowest fertility rates stokes fears of Japanification. Simultaneously, disruptive technologies and fast-changing business environment such as the rise of China clash with a range of long-standing structural problems. The contemporary challenges are radically different from those seen in the early stages of industrialization. There are multiple risks that threaten to self-perpetuate low or stagnant growth over the next decade or so, if not an outright financial crisis. Motivated by these latest developments, this book seeks to provide a timely and in-depth analysis of key current issues and foreseeable challenges of the economy, with a provocative reassessment of its future. Based on extensive new empirical works, it examines the underlying causes of the socio-economic problems. In a constructive spirit, it puts in perspective what would constitute critical elements of ideal policy solutions and the direction of the future government's role.
A Financial Times book of the month It has never been more important for business leaders to look to the future. Yet, when we are living through some of the most uncertain times we have ever faced, it can feel daunting to know where to start. In Future-Proof Your Business, applied futurist Tom Cheesewright will reveal industry techniques and tools to help you: - Scan the near horizon for incoming shocks - Look to the far future to define long-term strategy - Accelerate decision-making in your business - Delegate power to the front line, speeding your response - Streamline your organisation so it's agile and can adapt to change In our uncertain times, leaders who keep their focus on the future will be the ones who prevail.
The purpose of this book is to bring together, for the first time, a description and examples of the main methods used in microsimulation modelling used in the field of income distribution analysis. It is structured to develop and use the different types of models used in the field, with a focus on household targeted policy. The book aims to provide a greater degree of codified knowledge by providing a practical guide to developing and using microsimulation models. At present, the training of researchers and analysts that use and develop microsimulation modelling is done on a relatively ad hoc basis through occasional training programmes and lecture series, built around lecture notes. Practical Microsimulation Modelling enables a more formalised and organised approach. Each chapter addresses a separate modelling approach in a similar consistent way, describing in a practical way the key methodological skills for each approach.
Forget supply and demand. Forget computers. The old rules are broken. Today, communication, not computation, drives change. We are rushing into a world where connectivity is everything, and where old business know-how means nothing. In this new economic order, success flows primarily from understanding networks, and networks have their own rules. In New Rules for the New Economy, Kevin Kelly presents ten fundamental principles of the connected economy that invert the traditional wisdom of the industrial world. Succinct and memorable, New Rules explains why these powerful laws are already hardwired into the new economy, and how they play out in all kinds of business--both low and high tech--all over the world. More than an overview of new economic principles, it prescribes clear and specific strategies for success in the network economy. For any worker, CEO, or middle manager, New Rules is the survival kit for the new economy.
This report forecasts growth in developing Asia of 7.1% in 2021 and 5.4% in 2022 in an uneven recovery caused by divergent growth paths. Its theme chapter explores sustainable agriculture. Growth forecasts are revised up for East Asia and Central Asia from the projections made in April, but down for South Asia, Southeast Asia, and the Pacific. This reflects differences in vaccination progress and control of domestic COVID-19 outbreaks but also other factors, including rising commodity prices and depressed tourism. Inflation is expected to remain under control. The main risks to the economic outlook come from the COVID-19 pandemic, including the emergence of new variants, slower-than-expected vaccine rollouts, and waning vaccine effectiveness. Sustainable food production and agricultural systems that are resilient to climate change will be crucial for developing Asia. To transform agriculture in the region, its economies must tackle challenges from changing consumer demand, changing demographics, and a changing and more fragile environment.
Go beyond technique to master the difficult judgement calls of forecasting A variety of software can be used effectively to achieve accurate forecasting, but no software can replace the essential human component. You may be new to forecasting, or you may have mastered the statistical theory behind the software's predictions, and even more advanced "power user" techniques for the software itself--but your forecasts will never reach peak accuracy unless you master the complex judgement calls that the software cannot make. Profit From Your Forecasting Software addresses the issues that arise regularly, and shows you how to make the correct decisions to get the most out of your software. Taking a non-mathematical approach to the various forecasting models, the discussion covers common everyday decisions such as model choice, forecast adjustment, product hierarchies, safety stock levels, model fit, testing, and much more. Clear explanations help you better understand seasonal indices, smoothing coefficients, mean absolute percentage error, and r-squared, and an exploration of psychological biases provides insight into the decision to override the software's forecast. With a focus on choice, interpretation, and judgement, this book goes beyond the technical manuals to help you truly grasp the more intangible skills that lead to better accuracy. Explore the advantages and disadvantages of alternative forecasting methods in different situations Master the interpretation and evaluation of your software's output Learn the subconscious biases that could affect your judgement toward intervention Find expert guidance on testing, planning, and configuration to help you get the most out of your software Relevant to sales forecasters, demand planners, and analysts across industries, Profit From Your Forecasting Software is the much sought-after "missing piece" in forecasting reference.
This is a guidebook about short term Operational Forecasting - the sort that is done to determine how much product you need to source or how many people you need to draft in to meet customer demand. It is organized under 5 headings: 1. The purpose of operational forecasting 2. Understanding demand 3. Forecasting methods 4. Understanding forecast performance 5. Managing forecast performance. The first two sections and part of section three are essential reading for anyone involved in or responsible for operational forecasting. The rest of the book is most helpful for practitioners. The aim is to produce something that provides a useful introduction to operational forecasting for both practitioners and their bosses by filling in the gap that lies between a naive common sense understanding of short term forecasting and the complex technicalities of mathematical forecasting techniques. The authors background as a self-taught business orientated forecasting nerd with limited mathematical expertise qualifies who tell it the way it is makes him well qualified to fill this gap. The book has been designed to be simple but not simplistic, using short and to the point learning points supported by clear graphics. It is technically sound but also highly practical. The hope is that it will help create a common language to help people talk intelligently about forecasting and help stop people doing dumb stuff - which is where most of the potential for improvement lies. It will also help people design good forecast processes and informed software purchasing decisions. In doing so it will help people realize that forecasting is important and that investing in people as well as software will generate enormous benefits for many businesses.
THE REALITY AND THE RHETORIC examines the gap between the external reporting of four Australian organisations and their internal management practices and systems necessary to support comprehensive and reliable disclosure. The book finds evidence of a significant rift between the external rhetoric of sustainability and the internal management processes and culture. However, the book also finds that the rhetoric can be effective in driving real change internally, as organisations seek to close the gap between the reality and rhetoric of sustainability reporting. |
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