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.

Economists have long sought to learn the effect of a "treatment" on some outcome of interest, just as doctors do with their patients. A central practical objective of research on treatment response is to provide decision makers with information useful in choosing treatments. Often the decision maker is a social planner who must choose treatments for a heterogeneous population--for example, a physician choosing medical treatments for diverse patients or a judge choosing sentences for convicted offenders. But research on treatment response rarely provides all the information that planners would like to have. How then should planners use the available evidence to choose treatments?

This book addresses key aspects of this broad question, exploring and partially resolving pervasive problems of identification and statistical inference that arise when studying treatment response and making treatment choices. Charles Manski addresses the treatment-choice problem directly using Abraham Wald's statistical decision theory, taking into account the ambiguity that arises from identification problems under weak but justifiable assumptions. The book unifies and further develops the influential line of research the author began in the late 1990s. It will be a valuable resource to researchers and upper-level graduate students in economics as well as other social sciences, statistics, epidemiology and related areas of public health, and operations research.

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.

Ever since the European currency crises of 1992-93, the Mexican crisis of 1994-95, and especially the Asian/global crisis of 1997-98, there has been heightened interest in early warning signals of financial crises. This pathbreaking study presents a comprehensive battery of empirical tests on the performance of alternative early warning indicators for emerging-market economies that should prove useful in the construction of a more effective global warning system.

Not only are the authors able to draw conclusions about which specific indicators have sent the most reliable early warning signals of currency and banking crises in emerging economies, they also test the out-of-sample performance of the model during the Asian crisis and find that it does a good job of identifying the most vulnerable economies. In addition, they show how the early warning system can be used to construct a "composite" crisis indicator to weigh the importance of alternative channels of cross-country "contagion" of crises and to generate information on the recovery path from crises.

This timely study comes on the eve of impending changes at the International Monetary Fund as that institution reexamines how it reacts to financial crises. Moreover, the study provides" ...a wealth of valuable elements for anyone investigating and forecasting adverse developments in emerging markets as well as industrial countries, " according to Ewoud Schuitemaker, Vice President of the Economics Department at ABN AMRO Bank, which is developing a Macroeconomic Risk System of its own to identify risks of macroeconomic downturn on a country basis for some 75 countries.

Why have the states of Europe agreed to create an Economic and Monetary Union (EMU) and a single European currency? What will decide the fate of this bold project? This book explains why monetary integration has deepened in Europe from the Bretton Woods era to the present day. McNamara argues that the development of a neoliberal economic policy consensus among European leaders in the years after the first oil crisis was crucial to stability in the European Monetary System and progress towards EMU. She identifies two factors, rising capital mobility and changing ideas about the government's proper role in monetary policymaking, as critical to the neoliberal consensus but warns that unresolved social tensions in this consensus may provoke a political backlash against EMU and its neoliberal reforms.McNamara's findings are relevant not only to European monetary integration, but to more general questions about the effects of international capital flows on states. Although this book delineates a range of constraints created by economic interdependence, McNamara rejects the notion that international market forces simply dictate government policy choice. She demonstrates that the process of neoliberal policy change is a historically dependent one, shaped by policymakers' shared beliefs and interpretations of their experiences in the global economy.

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.

Case studies of metropolitan cities in nine African countries – from Egypt in the north to three in West and Central Africa, two in East Africa and three in Southern Africa – make up the empirical foundation of this publication.

The interrelated themes addressed in these chapters – the national influence on urban development, the popular dynamics that shape urban development and the global currents on urban development – make up its framework. All authors and editors are African, as is the publisher. The only exception is Göran Therborn whose recent book, Cities of Power, served as motivation for this volume. Accordingly, the issue common to all case studies is the often conflictual powers that are exercised by national, global and popular forces in the development of these African cities.

Rather than locating the case studies in an exclusively African historical context, the focus is on the trajectories of the postcolonial city (with the important exception of Addis Ababa with a non-colonial history that has granted it a special place in African consciousness). These trajectories enable comparisons with those of postcolonial cities on other continents. This, in turn, highlights the fact that Africa – today, the least urbanised continent on an increasingly urbanised globe – is in the thick of processes of large-scale urban transformation, illustrated in diverse ways by the case studies that make up the foundation of this publication.

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.

Portfolio risk forecasting has been and continues to be an active research field for both academics and practitioners. Almost all institutional investment management firms use quantitative models for their portfolio forecasting, and researchers have explored models' econometric foundations, relative performance, and implications for capital market behavior and asset pricing equilibrium. "Portfolio Risk Analysis" provides an insightful and thorough overview of financial risk modeling, with an emphasis on practical applications, empirical reality, and historical perspective.

Beginning with mean-variance analysis and the capital asset pricing model, the authors give a comprehensive and detailed account of factor models, which are the key to successful risk analysis in every economic climate. Topics range from the relative merits of fundamental, statistical, and macroeconomic models, to GARCH and other time series models, to the properties of the VIX volatility index. The book covers both mainstream and alternative asset classes, and includes in-depth treatments of model integration and evaluation. Credit and liquidity risk and the uncertainty of extreme events are examined in an intuitive and rigorous way. An extensive literature review accompanies each topic. The authors complement basic modeling techniques with references to applications, empirical studies, and advanced mathematical texts.

This book is essential for financial practitioners, researchers, scholars, and students who want to understand the nature of financial markets or work toward improving them.

_______ 'Excellent' Martin Wolf, Financial Times Books of the Year 'Essential' Daniel Pink, author of Drive 'Wonderful' Martin Ford, author of The Rise of the Robots _______ Profit. Innovation. Greed. Welcome to the gig economy. Between Uber drivers and Airbnb hosts, freelance jobs are becoming an increasingly prominent part of our economy. Gigged goes inside the Silicon Valley companies leading the way to this emerging 'gig economy'. It tells the stories of the workers - from computer programmers to online comment moderators - who are getting by in a new wave of precarious, short-term employment. And it sketches out what tomorrow's economy might look like: one where the fortunate get to work when they want, how they want, while the rest live lives of extraordinary hardship. It might just be the future of work for all of us. *Longlisted for the FT/McKinsey Business Book of the Year Award* Praise for Gigged 'Well researched and beautifully written . . . Essential reading for anyone who is interested in understanding the future of our economy and society.' Ha-Joon Chang, author of 23 Things They Don't Tell You About Capitalism 'Well crafted . . . a multitude of anecdotes supported by data and extensive reporting.' Forbes 'Kessler's timely book explores the personal, corporate and societal stories behind a massive tech-driven shift away from permanent office-based employment.' Books of the Month, Financial Times 'Kessler illuminates a great divide: For people with desirable skills, the gig economy often permits a more engaging, entrepreneurial lifestyle; but for the unskilled who turn to such work out of necessity, it's merely "the best of bad options".' Harvard Business Review 'Sarah Kessler writes like a dream. If you want to know how work is changing and how you too must change to keep up, you must read this book.' Dan Lyons, author of Disrupted

The Oxford Handbook of Panel Data examines new developments in the theory and applications of panel data. It includes basic topics like non-stationary panels, co-integration in panels, multifactor panel models, panel unit roots, measurement error in panels, incidental parameters and dynamic panels, spatial panels, nonparametric panel data, random coefficients, treatment effects, sample selection, count panel data, limited dependent variable panel models, unbalanced panel models with interactive effects and influential observations in panel data. Contributors to the Handbook explore applications of panel data to a wide range of topics in economics, including health, labor, marketing, trade, productivity, and macro applications in panels. This Handbook is an informative and comprehensive guide for both those who are relatively new to the field and for those wishing to extend their knowledge to the frontier. It is a trusted and definitive source on panel data, having been edited by Professor Badi Baltagi-widely recognized as one of the foremost econometricians in the area of panel data econometrics. Professor Baltagi has successfully recruited an all-star cast of experts for each of the well-chosen topics in the Handbook.

This volume uses state of the art models from the frontier of macroeconomics to answer key questions about how the economy functions and how policy should be conducted. The contributions cover a wide range of issues in macroeconomics and macroeconomic policy. They combine high level mathematics with economic analysis, and highlight the need to update our mathematical toolbox in order to understand the increased complexity of the macroeconomic environment. The volume represents hard evidence of high research intensity in many fields of macroeconomics, and warns against interpreting the scope of macroeconomics too narrowly. The mainstream business cycle analysis, based on dynamic stochastic general equilibrium (DSGE) modelling of a particular type, has been criticised for its inability to predict or resolve the recent financial crisis. However, macroeconomic research on financial, information, and learning imperfections had not yet made their way into many of the pre-crisis DSGE models because practical econometric versions of those models were mainly designed to fit data periods that did not include financial crises. A major response to the limitations of those older DSGE models is an active research program to bring big financial shocks and various kinds of financial, learning, and labour market frictions into a new generation of DSGE models for guiding policy. The contributors to this book utilise models and modelling assumptions that go beyond particular modelling conventions. By using alternative yet plausible assumptions, they seek to enrich our knowledge and ability to explain macroeconomic phenomena. They contribute to expanding the frontier of macroeconomic knowledge in ways that will prove useful for macroeconomic policy.

The first book for a popular audience on the transformative, democratising technology of 'DeFi'.

After over a decade of Bitcoin, which has now moved beyond lore and hype into an increasingly robust star in the firmament of global assets, a new and more important question has arisen. What happens beyond Bitcoin? The answer is decentralised finance - 'DeFi'.

Tech and finance experts Steven Boykey Sidley and Simon Dingle argue that DeFi - which enables all manner of financial transactions to take place directly, person to person, without the involvement of financial institutions - will redesign the cogs and wheels in the engines of trust, and make the remarkable rise of Bitcoin look quaint by comparison. It will disrupt and displace fine and respectable companies, if not entire industries.

Sidley and Dingle explain how DeFi works, introduce the organisations and individuals that comprise the new industry, and identify the likely winners and losers in the coming revolution.

The first complete guide to mastering the forecasting techniques essential for short-term trading success While a majority of trading systems incorporate only existing or past pricing activity into their simulations, the most successful ones use forecasting methods to establish future activity. Now, Ed Gately, a leading computerized trading systems developer, creates a groundbreaking approach to forecasting that includes setting price and time targets to anticipate future price movements-an essential step in reducing risk, increasing reaction time, and yielding greater returns. With detailed coverage of such important targeting techniques as Fibonacci numbers, Fibonacci ratios, and cycle analysis, as well as support/resistance, moving average and Raff channels, Bollinger bands, and trendlines, Forecasting Profits Using Price & Time enables you to integrate today's most accurate computerized forecasting models into your current system. Once in place, these techniques can be combined to obtain confirmation, thereby strengthening reliability. These key concepts for maximizing profits over short periods of time include: Forecasting price movements of securities by using technical analysis. Setting risk objectives and establishing stop loss levels. Confirming change of trend with moving averages, candlesticks, and other methods of plotting price movement. Using Fibonacci, Gann's, Carolan's, and other number series to target future prices and establish timing of future changes in trend. Detailed charts and graphs, as well as helpful models that can be used to test individual systems before engaging in actual trades, make this an indispensable resource for learning how to forecast accurately-and successfully.

Economists often look at markets as given, and try to make predictions about who will do what and what will happen in these markets Market design, by contrast, does not take markets as given; instead, it combines insights from economic and game theory together with common sense and lessons learned from empirical work and experimental analysis to aid in the design and implementation of actual markets In recent years the field has grown dramatically, partially because of the successful wave of spectrum auctions in the US and in Europe, which have been designed by a number of prominent economists, and partially because of the increase use of the Internet as the platform over which markets are designed and run There is now a large number of applications and a growing theoretical literature. The Handbook of Market Design brings together the latest research from leading experts to provide a comprehensive description of applied market design over the last two decades In particular, it surveys matching markets: environments where there is a need to match large two-sided populations to one another, such as medical residents and hospitals, law clerks and judges, or patients and kidney donors It also examines a number of applications related to electronic markets, e-commerce, and the effect of the Internet on competition between exchanges

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.

This publication provides updated statistics on a comprehensive set of economic, financial, social, and environmental measures as well as select indicators for the Sustainable Development Goals (SDGs). The report covers the 49 regional members of ADB. It discusses trends in development progress and the challenges to achieving inclusive and sustainable economic growth across Asia and the Pacific. This 53rd edition looks at how most economies in the region have bounced back to varying degrees from the COVID-19 pandemic. A gradual recovery of cyclical industries, the release of pent-up consumer demand, and increased confidence levels have contributed to developing Asia's economy. To put into practice the "leave no one behind" principle of the Sustainable Development Goals, detailed and informative data is crucial. The 2022 report features a special supplement, Mapping the Public Voice for Development-Natural Language Processing of Social Media Text Data, which explores how natural language processing techniques can be applied to social media text data to map public sentiment and inform development research and policy making.

How will global warming affect developing countries, which rely heavily on agriculture as a source of economic growth? William Cline asserts that developing countries have more at risk, such as their production capacity, than industrial countries as global warming worsens. Using general circulation models, Cline boldly examines 2071-99 to forecast the effects of global warming and its economic impact into the next decade. This detailed study outlines existing studies on climate change; Cline finds the Stern Report for the UK government's estimates most reliable; estimates projected changes in temperature, precipitation, and agricultural capacity; and concludes with policy recommendations. Cline finds that agricultural production in developing countries may fall an average of 16 percent, and if global warming progresses at its current rate, India's agricultural capacity could fall as much as 40 percent. Thus, policymakers should address this phenomenon now before the world's developing countries are adversely and irreversibly affected.

The important data of economics are in the form of time series; therefore, the statistical methods used will have to be those designed for time series data. New methods for analyzing series containing no trends have been developed by communication engineering, and much recent research has been devoted to adapting and extending these methods so that they will be suitable for use with economic series. This book presents the important results of this research and further advances the application of the recently developed Theory of Spectra to economics. In particular, Professor Hatanaka demonstrates the new technique in treating two problems-business cycle indicators, and the acceleration principle existing in department store data. Originally published in 1964. The Princeton Legacy Library uses the latest print-on-demand technology to again make available previously out-of-print books from the distinguished backlist of Princeton University Press. These editions preserve the original texts of these important books while presenting them in durable paperback and hardcover editions. The goal of the Princeton Legacy Library is to vastly increase access to the rich scholarly heritage found in the thousands of books published by Princeton University Press since its founding in 1905.

Today more than three quarters of a billion people go hungry in a world where food is plentiful. A distinguished scientist here sets out an agenda for addressing this situation. Initially published in 1997 in the United Kingdom, the book is now available in the first edition produced for the Western hemisphere. In it, the author has updated information to reflect current economic indicators. This volume includes a foreword written for the previous edition by Ismail Serageldin of the World Bank.The original Green Revolution produced new technologies for farmers, creating food abundance. A second transformation of agriculture is now required specifically, Gordon Conway argues, a "doubly green" revolution that stresses conservation as well as productivity. He calls for researchers and farmers to forge genuine partnerships in an effort to design better plants and animals. He also urges them to develop (or rediscover) alternatives to inorganic fertilizers and pesticides, improve soil and water management, and enhance earning opportunities for the poor, especially women."

Uses a problem solving framework to provide students with the means for acquiring the necessary skills in the application of economic theory. Enables them to understand that economic theory does describe authentic relationships by actual people in the existing world.

Trends have become a commodity-an element of culture in their own right and the very currency of our cultural life. Consumer culture relies on a new class of professionals who explain trends, predict trends, and in profound ways even manufacture trends. On Trend delves into one of the most powerful forces in global consumer culture. From forecasting to cool hunting to design thinking, the work done by trend professionals influences how we live, work, play, shop, and learn. Devon Powers's provocative insights open up how the business of the future kindles exciting opportunity even as its practices raise questions about an economy increasingly built on nonstop disruption and innovation. Merging industry history with vivid portraits of today's trend visionaries, Powers reveals how trends took over, what it means for cultural change, and the price all of us pay to see-and live-the future.