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Economic Forecasting In A Changing World
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Book Synopsis Economic Forecasting in a Changing World by : Michael P. Clements
Download or read book Economic Forecasting in a Changing World written by Michael P. Clements and published by . This book was released on 2013 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt: This article explains the basis for a theory of economic forecasting developed over the past decade by the authors. The research has resulted in numerous articles in academic journals, two monographs, Forecasting Economic Time Series, 1998, Cambridge University Press, and Forecasting Nonstationary Economic Time Series, 1999, MIT Press, and three edited volumes, Understanding Economic Forecasts, 2001, MIT Press, A Companion to Economic Forecasting, 2002, Blackwells, and the Oxford Bulletin of Economics and Statistics, 2005. The aim here is to provide an accessible, non-technical, account of the main ideas. The interested reader is referred to the monographs for derivations, simulation evidence, and further empirical illustrations, which in turn reference the original articles and related material, and provide bibliographic perspective.Comments on this paper can be found at: "http://ssrn.com/abstract=2209189" http://ssrn.com/abstract=2209189.
Book Synopsis Comment on 'Economic Forecasting in a Changing World' (by Michael Clements and David Hendry). by : Neil R. Ericsson
Download or read book Comment on 'Economic Forecasting in a Changing World' (by Michael Clements and David Hendry). written by Neil R. Ericsson and published by . This book was released on 2013 with total page 18 pages. Available in PDF, EPUB and Kindle. Book excerpt: Michael Clements and David Hendry make realistic assumptions about the nature of the economy and the models used to forecast it. Under those assumptions, Clements and Hendry clarify why forecasting models work when they do, and why they don't work when they don't. Their research also suggests how to improve the forecasting abilities of existing models.A taxonomy of the sources of forecast error underpins Clements and Hendry's analysis. In my comments, I summarize their taxonomy; illustrate several implications, including for predictable and unpredictable forecast uncertainty; and re-examine forecast criteria, focusing on how mean square forecast errors can mislead.This paper is a comment on Economic Forecasting in a Changing World by Michael P. Clements and David F. Hendry which can be found at: "http://ssrn.com/abstract=2209186" http://ssrn.com/abstract=2209186.
Book Synopsis Modelling our Changing World by : Jennifer L. Castle
Download or read book Modelling our Changing World written by Jennifer L. Castle and published by Springer Nature. This book was released on 2019-08-30 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book focuses on the concepts, tools and techniques needed to successfully model ever-changing time-series data. It emphasizes the need for general models to account for the complexities of the modern world and how these can be applied to a range of issues facing Earth, from modelling volcanic eruptions, carbon dioxide emissions and global temperatures, to modelling unemployment rates, wage inflation and population growth. Except where otherwise noted, this book is licensed under a Creative Commons Attribution 4.0 International License. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0.
Download or read book Forecasting written by Jennifer Castle and published by Yale University Press. This book was released on 2019-06-11 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Concise, engaging, and highly intuitive--this accessible guide equips you with an understanding of all the basic principles of forecasting Making accurate predictions about the economy has always been difficult, as F. A. Hayek noted when accepting his Nobel Prize in economics, but today forecasters have to contend with increasing complexity and unpredictable feedback loops. In this accessible and engaging guide, David Hendry, Michael Clements, and Jennifer Castle provide a concise and highly intuitive overview of the process and problems of forecasting. They explain forecasting concepts including how to evaluate forecasts, how to respond to forecast failures, and the challenges of forecasting accurately in a rapidly changing world. Topics covered include: What is a forecast? How are forecasts judged? And how can forecast failure be avoided? Concepts are illustrated using real-world examples including financial crises, the uncertainty of Brexit, and the Federal Reserve's record on forecasting. This is an ideal introduction for university students studying forecasting, practitioners new to the field and for general readers interested in how economists forecast.
Book Synopsis The Oxford Handbook of Economic Forecasting by : Michael P. Clements
Download or read book The Oxford Handbook of Economic Forecasting written by Michael P. Clements and published by Oxford University Press. This book was released on 2011-06-29 with total page 732 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Handbook provides up-to-date coverage of both new and well-established fields in the sphere of economic forecasting. The chapters are written by world experts in their respective fields, and provide authoritative yet accessible accounts of the key concepts, subject matter, and techniques in a number of diverse but related areas. It covers the ways in which the availability of ever more plentiful data and computational power have been used in forecasting, in terms of the frequency of observations, the number of variables, and the use of multiple data vintages. Greater data availability has been coupled with developments in statistical theory and economic analysis to allow more elaborate and complicated models to be entertained; the volume provides explanations and critiques of these developments. These include factor models, DSGE models, restricted vector autoregressions, and non-linear models, as well as models for handling data observed at mixed frequencies, high-frequency data, multiple data vintages, methods for forecasting when there are structural breaks, and how breaks might be forecast. Also covered are areas which are less commonly associated with economic forecasting, such as climate change, health economics, long-horizon growth forecasting, and political elections. Econometric forecasting has important contributions to make in these areas along with how their developments inform the mainstream.
Book Synopsis The Future of the World Economy by : Wilhelm Krelle
Download or read book The Future of the World Economy written by Wilhelm Krelle and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 680 pages. Available in PDF, EPUB and Kindle. Book excerpt: Economic growth and structural change - the future of the world economy - is analysed in this book. Conditional forecasts are given for the economic development of the most important world market countries till the year 2000. The driving forces of economic growth are identified and forecasted, in connection with collaborating scholars in most of these countries and with international organizations. This information is used in solving a coherent world model. The model consists of linked growth models for each country (or groups of countries). The solutions show that the inequality in international income distribution will further increase and that the CMEA and OECD countries will approximately keep their relative positions, with some changes within these groups. Structural change is also analysed. Additionally separate forecasts prepared by each collaborating country group are given and may be compared with the forecasts by the world model. The book closes with chapters on special features of the future economic development: on the international debt problem, on long waves, on structural change in the world trade, on the emergence of service economics and on the comparison of GDP and NMP national accounting.
Download or read book Economic Forecasting written by N. Carnot and published by Springer. This book was released on 2005-08-12 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: Economic Forecasting provides a comprehensive overview of macroeconomic forecasting. The focus is first on a wide range of theories as well as empirical methods: business cycle analysis, time series methods, macroeconomic models, medium and long-run projections, fiscal and financial forecasts, and sectoral forecasting. In addition, the book addresses the main issues surrounding the use of forecasts (accuracy, communication challenges) and their policy implications. A tour of the economic data and forecasting institutions is also provided.
Book Synopsis Forecasting Economic Time Series by : Michael Clements
Download or read book Forecasting Economic Time Series written by Michael Clements and published by Cambridge University Press. This book was released on 1998-10-08 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a formal analysis of the models, procedures, and measures of economic forecasting with a view to improving forecasting practice. David Hendry and Michael Clements base the analyses on assumptions pertinent to the economies to be forecast, viz. a non-constant, evolving economic system, and econometric models whose form and structure are unknown a priori. The authors find that conclusions which can be established formally for constant-parameter stationary processes and correctly-specified models often do not hold when unrealistic assumptions are relaxed. Despite the difficulty of proceeding formally when models are mis-specified in unknown ways for non-stationary processes that are subject to structural breaks, Hendry and Clements show that significant insights can be gleaned. For example, a formal taxonomy of forecasting errors can be developed, the role of causal information clarified, intercept corrections re-established as a method for achieving robustness against forms of structural change, and measures of forecast accuracy re-interpreted.
Book Synopsis The Art of Forecasting Economic Growth by : Barrett Williams
Download or read book The Art of Forecasting Economic Growth written by Barrett Williams and published by Barrett Williams. This book was released on 2024-08-24 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the Power of Predicting Tomorrow with "The Art of Forecasting Economic Growth"! Are you ready to delve into the intricate world of economic forecasting? Discover the strategies, methods, and tools that shape the way experts predict future economic trends. "The Art of Forecasting Economic Growth" is your comprehensive guide to mastering economic predictions and leveraging them for smarter decision-making. Start your journey with an essential introduction to economic forecasting, exploring its significance, history, and the key players that have set the stage. As you progress, get acquainted with the fundamentals of data analysis in economics – uncover the types of data, collection methods, and basic concepts in economic modeling. Dive deeper into statistical techniques with chapters dedicated to descriptive and inferential statistics, and regression analysis. Grasp the intricacies of time series analysis and learn how to utilize economic indicators for accurate predictions. Build your full understanding of constructing and validating predictive economic models. Venture into advanced econometric techniques and discover the cutting-edge role of machine learning in economic forecasting. Understand the impact of big data, and the nuanced field of behavioral economics, to enhance your forecasting accuracy even further. Explore the significance of economic policy analysis, scenario planning, and stress testing. Enhance your insight on forecasting financial markets and evaluate the accuracy of your predictions with clear, actionable metrics. Learn the best practices for communicating your forecasts, ensuring clarity and impact. Ethics play a critical role in economic forecasting. This eBook provides a mindful exploration of ethical considerations, dilemmas, and solutions, backed by real-world case studies. Utilize forecasts to shape business strategies and align them with market realities. As you reach the final chapters, look ahead to the future of economic forecasting, exploring emerging trends, the transformative influence of AI, and the dynamics of a globalized economy. "The Art of Forecasting Economic Growth" is a must-have for anyone seeking to understand and apply economic forecasting techniques. Equip yourself with the knowledge to predict, plan, and prosper in an ever-changing economic landscape. Your journey into the future of economics starts here!
Download or read book Forecasts in a Changing World written by and published by . This book was released on 2013 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Economic Forecasting and Policy by : N. Carnot
Download or read book Economic Forecasting and Policy written by N. Carnot and published by Palgrave Macmillan. This book was released on 2011-07-26 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Economic Forecasting provides a comprehensive overview of macroeconomic forecasting. The focus is first on a wide range of theories as well as empirical methods: business cycle analysis, time series methods, macroeconomic models, medium and long-run projections, fiscal and financial forecasts, and sectoral forecasting.
Book Synopsis Economic Fluctuations and Forecasting by : Edward J. Chambers
Download or read book Economic Fluctuations and Forecasting written by Edward J. Chambers and published by Englewood Cliffs, N.J., Prentic-Hall. This book was released on 1961 with total page 680 pages. Available in PDF, EPUB and Kindle. Book excerpt: Economic Fluctuations: Their Nature: Forty Years of Business-Cycle History; The Theory of Cyclical Fluctuations; Economic Forecasting; Economic Stabilization.
Book Synopsis Forecasting Non-stationary Economic Time Series by : Michael P. Clements
Download or read book Forecasting Non-stationary Economic Time Series written by Michael P. Clements and published by MIT Press. This book was released on 1999 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text on economic forecasting asks why some practices seem to work empirically despite a lack of formal support from theory. After reviewing the conventional approach to forecasting, it looks at the implications for causal modelling, presents forecast errors and delineates sources of failure.
Book Synopsis Macroeconomic Modelling in a Changing World by : Christopher Allen
Download or read book Macroeconomic Modelling in a Changing World written by Christopher Allen and published by . This book was released on 1997-02-12 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Macroeconomic Modelling in a Changing World Towards a Common Approach Edited by Chris Allen and Stephen Hall Practical economic model building has changed enormously over the last twenty years. Econometrics has become much more sophisticated with the introduction of cointegration and non-stationary time series analysis. The use of economic theory in the form of complex non-linear cross equation restrictions is now much more widespread and the explicit modelling of expectations and credibility effects is more satisfactory. This has meant that the old style macroeconomic models which were complex by virtue of their size alone have been replaced by a generation of new models which embody complex theory and estimation to provide more superior forecasting and policy tools. Macroeconomic Modelling in a Changing World outlines the modelling approach which has been adopted at the Centre for Economic Forecasting at the London Business School, one of the world’s leading research institutes into macroeconomic modelling, in building its own models. Using explicit examples and illustrations, the authors examine the latest state-of-the-art models, and answer questions such as: How are modern econometrics used by model builders? How should we deal with structural change? How should expectations be modelled? How are models used in practice? Economics
Book Synopsis Growth Trends in the Developing World by : Elena Ianchovichina
Download or read book Growth Trends in the Developing World written by Elena Ianchovichina and published by World Bank Publications. This book was released on 2005 with total page 62 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The authors present real per capita GDP growth forecasts for all developing countries for the period 2005-14. For 55 of these countries, representing major world regions and accounting for close to 80 percent of the developing world's GDP, they forecast the growth effects of the main forces underpinning growth, assuming that these evolve following past trends. The authors find that for the average developing country the largest growth dividend comes from continued improvement in public infrastructure, followed by the growth contributions of rising secondary school enrollment, trade openness, and financial deepening. The joint contribution of these four growth determinants to average, annual per capita GDP growth in the next decade is estimated to be 1 percentage point. Failure to keep improving public infrastructure alone could reduce this growth dividend by 50 percent. The forecasted growth contributions differ by country qualitatively and quantitatively. "--World Bank web site.
Book Synopsis Economic Structural Change by : Peter Hackl
Download or read book Economic Structural Change written by Peter Hackl and published by Springer. This book was released on 1991 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Structural change is a fundamental concept in economic model building. Statistics and econometrics provide the tools for identification of change, for estimating the onset of a change, for assessing its extent and relevance. Statistics and econometrics also have de veloped models that are suitable for picturing the data-generating process in the presence of structural change by assimilating the changes or due to the robustness to its presence. Important subjects in this context are forecasting methods. The need for such methods became obvious when, as a consequence of the oil price shock, the results of empirical analyses suddenly seemed to be much less reliable than before. Nowadays, economists agree that models with fixed structure that picture reality over longer periods are illusions. An example for less dramatic causes than the oil price shock with similarly profound effects is economic growth and its impacts on the economic system. Indeed, economic growth was a motivating concept for this volume. In 1983, the International Institute for Applied Systems Analysis (IIASA) in Laxen burg/ Austria initiated an ambitious project on "Economic Growth and Structural Change".
Book Synopsis Forecasting Financial and Economic Cycles by : Michael P. Niemira
Download or read book Forecasting Financial and Economic Cycles written by Michael P. Niemira and published by John Wiley & Sons. This book was released on 1994-03-31 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gain the knowledge and skills that can help you exploit instability. No book can help you construct foolproof forecasting systems that will ensure you'll accurately predict economic turning points every time. But with Niemira and Klein's Forecasting Financial and Economic Cycles on hand, you'll be able to significantly strengthen your ability to measure, monitor, and forecast important fluctuations. Part history, it provides you with essential background material on the characteristics and causes of economic volatility. It offers accessible coverage of the classical business cycle, the five basic types of economic cycles as determined by leading economists, and evolving ideas on the forces driving instability—ranging from simple unicausal theories, more complex Keynesian theory, to new classical macroeconomics. In addition, its concise review of America's economic past highlights the lessons that can be learned from the various cycles experienced since shortly before World War II. Part handbook, Forecasting Financial and Economic Cycles presents the full spectrum of statistical techniques used to measure cycles, trends, seasonal patterns, and other vital changes, offering you step-by-step guidance on applying a specific method and detailing its uses and limitations. It goes on to show how youcan adapt particular techniques to assess, track, and predict: Industry cycles—including an objective, tailor-made forecasting tool Regional business cycles—including a survey of regional indicators International business cycles—with an international business cycle chronology Inflation cycles—plus "12 little-known facts" about this complex cycle Financial cycles—covering credit, monetary, and interest rate cycles Stock market cycles—with advice on achieving more disciplined trading Based on outstanding scholarship and years of practical experience, Forecasting Financial and Economic Cycles will serve as an invaluable tool for practitioners like you whose decision-making—and profit margin—depend on accurately assessing today's often uncertain economic climate. "Forecasting Financialand Economic Cycles provides a lively survey of the many ways that cyclical economic activity has been dissected and analyzed. With this book, an astute reader may even be able to anticipate the next cyclical turn." —Samuel D. Kahan, Chief Economist Fuji Securities, Inc. "The definitive book on the most important and enduringfeature of an often mist-bound economic landscape: the business cycle." —Alfred L. Malabre, Jr., Economics Editor, The Wall Street,Journal "Niemira and Klein cover both the theory of economic cyclesand methods for forecasting them. They provide one of the most comprehensive and current reviews of academic studies of economic cycles to be found anywhere." —Anthony F. Herbst, Professor of Finance, The University of Texas at El Paso "This book succeeds as a comprehensive, balanced, and accessible treatment of fluctuations in economic and financial activity. It should prove useful to all those in industry and finance who wish to understand and analyze the trends and changes in the modern dynamic economy." —Victor Zarnowitz, Professor Emeritus of Economics and Finance, University of Chicago
