Download or read book Key Economic Indicators as an Early Warning System of Recessions written by Anis Djermouni and published by . This book was released on 2017 with total page 65 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Forecasting economic recessions is of strategic importance to all participants in the economy. All stakeholders are impacted to different degrees by recessions, thus early warning systems (EWS) of recession are of critical importance in order for them to take preemptive measures and policies to lessen its impact on society. The main sources of data to create these EWS models are economic indicators. These economic variables can be processed through statistical methods, in order to analyze and forecast potential recessions. These methods have the potential to reveal trends and signal recessions at different degrees of horizons, consistency and accuracy. These indicators can be selected in terms of how leading they are in terms of GDP fluctuation in order to have this early warning ability. Other key indicators can be also used if they are rich in information and are very reflective of the economic activity. This research employs eight US key economic indicators, most of which are leading indicators of economic activity. They will be used in order to cluster their volatilities which in this research will be done through the General Auto Regressive Conditional Heteroskedasticity (GARCH) regression analysis. These indicators will then be indexed using the Principal Component Analysis (PCA). Forecasting based upon these indicators will also be performed using the Mixed Data Sampling (MIDAS) method introduced by Ghysels et al (2004). The US indicators used in this research have a horizon of fifty years, from 1960 to 2016. They will be tested and converted accordingly, in order to make sure that stationarity is observed, which is important for the purpose of this study. The conditional variance of the GARCH regression for each indicators suggested that the most performing indicators were the bond spread and the share price index. This was assessed through their accuracy and horizon of prediction of recessions. The signals behaved better for these indicators with a longer horizon for bond spreads. Their conditional variances were indexed in order to model a more performing EWS. The marginal effects extracted showed that the CLI has a bigger impact and effect on the recession variable. The CLI has better EWS attributes but still displays false signals. The key indicators can be also used for forecasting purposes and trends can interpreted to foresee recessions. The MIDAS regression based on these key indicators showed that significant accuracy can be reached when using these variables. This confirms and comforts the idea that macro-economic data is of crucial importance to all stakeholders as they enable researchers to construct EWS of recessions"--Pages 3-4.

Download or read book The efficiency of early warning indicators for financial crises written by Jens Michael Rabe and published by diplom.de. This book was released on 2000-03-30 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt: Inhaltsangabe:Abstract: The banking and currency crises of the last two decades inflicted substantial financial, economic, and social damage on the countries in which they originated. In this work, the efficiency of early warning indicators for these disastrous economic events is evaluated. An analysis of the traditional and recent literature on currency crises is performed in order to extract potential early warning indicators that are suggested by theory. Alongside others, these candidate indicators are tested in alternative empirical studies that are reviewed in this work. The results are mixed, but somewhat encouraging for further research in this field. Furthermore, the analysis is extended to a critique of systems of early warning indicators currently used by international institutions. Inhaltsverzeichnis:Table of Contents: 1.Introduction1 2.The Currency Crisis Literature as a Reference Point for the Identification of Early Warning Indicators4 2.1The Traditional Theory5 2.2Second Generation Models11 2.3A Cross-generation Framework Proposition19 2.4Early Warning Indicators as Suggested by Theory22 3.The Empirical Assessment of Early Warning Indicators24 3.1Univariate Indicators for Financial Crises24 3.1.1Cross-Country Regressions26 3.1.2Multivariate Probit Models35 3.1.3The Signals Approach40 3.2Composite Leading Indicators for Financial Crises48 4.A Critique of Early Warning Indicators Used in Practice53 5.Conclusion64 Appendix68 Bibliography69

Download or read book Financial Cycles Early Warning Indicators of Banking Crises written by Ms. Sally Chen and published by International Monetary Fund. This book was released on 2021-04-29 with total page 79 pages. Available in PDF, EPUB and Kindle. Book excerpt: Can the upturns and downturns in financial variables serve as early warning indicators of banking crises? Using data from 59 advanced and emerging economies, we show that financial overheating can be detected in real time. Equity prices and output gap are the best leading indicators in advanced markets; in emerging markets, these are equity and property prices and credit gap. Moreover, aggregating this information flags financial crisis many years before the crisis. Lastly, we find that the length of financial cycles is of medium-term frequency, calling into question the longer frequency widely used in the estimation of countercyclical capital buffers.

Download or read book Business Cycle Indicators written by Karl Heinrich Oppenländer and published by . This book was released on 1997 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: The pressure to produce explanations and forecasts and the economic dichotomies which insist on appearing, lead to a desire to deal with the description, analysis and forecast of the phenomenon of business cycles using economic indicators. This text provides an introduction to business cycles and their theoretical and historical basis. It also includes work on early indicator research and provides examples of business cycle indicators.

Download or read book Business Cycles Indicators and Forecasting written by James H. Stock and published by University of Chicago Press. This book was released on 2008-04-15 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: The inability of forecasters to predict accurately the 1990-1991 recession emphasizes the need for better ways for charting the course of the economy. In this volume, leading economists examine forecasting techniques developed over the past ten years, compare their performance to traditional econometric models, and discuss new methods for forecasting and time series analysis.

Download or read book Financial Crises Explanations Types and Implications written by Mr.Stijn Claessens and published by International Monetary Fund. This book was released on 2013-01-30 with total page 66 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper reviews the literature on financial crises focusing on three specific aspects. First, what are the main factors explaining financial crises? Since many theories on the sources of financial crises highlight the importance of sharp fluctuations in asset and credit markets, the paper briefly reviews theoretical and empirical studies on developments in these markets around financial crises. Second, what are the major types of financial crises? The paper focuses on the main theoretical and empirical explanations of four types of financial crises—currency crises, sudden stops, debt crises, and banking crises—and presents a survey of the literature that attempts to identify these episodes. Third, what are the real and financial sector implications of crises? The paper briefly reviews the short- and medium-run implications of crises for the real economy and financial sector. It concludes with a summary of the main lessons from the literature and future research directions.

Download or read book Business Cycles written by Victor Zarnowitz and published by University of Chicago Press. This book was released on 2007-11-01 with total page 613 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents the most complete collection available of the work of Victor Zarnowitz, a leader in the study of business cycles, growth, inflation, and forecasting.. With characteristic insight, Zarnowitz examines theories of the business cycle, including Keynesian and monetary theories and more recent rational expectation and real business cycle theories. He also measures trends and cycles in economic activity; evaluates the performance of leading indicators and their composite measures; surveys forecasting tools and performance of business and academic economists; discusses historical changes in the nature and sources of business cycles; and analyzes how successfully forecasting firms and economists predict such key economic variables as interest rates and inflation.

Download or read book The Economic Performance Index EPI written by Mr.Vadim Khramov and published by International Monetary Fund. This book was released on 2013-10-23 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt: Existing economic indicators and indexes assess economic activity but no single indicator measures the general macro-economic performance of a nation, state, or region in a methodologically simple and intuitive way. This paper proposes a simple, yet informative metric called the Economic Performance Index (EPI). The EPI represents a step toward clarity, by combining data on inflation, unemployment, government deficit, and GDP growth into a single indicator. In contrast to other indexes, the EPI does not use complicated mathematical procedures but was designed for simplicity, making it easier for professionals and laypeople alike to understand and apply to the economy. To maximize ease of understanding, we adopt a descriptive grading system. In addition to a Raw EPI that gives equal weights to its components, we construct a Weighted EPI and show that both indexes perform similarly for U.S. data. To demonstrate the validity of the EPI, we conduct a review of U.S. history from 1790 to 2012. We show that the EPI reflects the major events in U.S. history, including wars, periods of economic prosperity and booms, along with economic depressions, recessions, and even panics. Furthermore, the EPI not only captures official recessions over the past century but also allows for measuring and comparing their relative severity. Even though the EPI is simple by its construction, we show that its dynamics are similar to those of the Chicago Fed National Activity Index (CFNAI) and The Conference Board Coincident Economic Index® (CEI).

Download or read book Global Waves of Debt written by M. Ayhan Kose and published by World Bank Publications. This book was released on 2021-03-03 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: The global economy has experienced four waves of rapid debt accumulation over the past 50 years. The first three debt waves ended with financial crises in many emerging market and developing economies. During the current wave, which started in 2010, the increase in debt in these economies has already been larger, faster, and broader-based than in the previous three waves. Current low interest rates mitigate some of the risks associated with high debt. However, emerging market and developing economies are also confronted by weak growth prospects, mounting vulnerabilities, and elevated global risks. A menu of policy options is available to reduce the likelihood that the current debt wave will end in crisis and, if crises do take place, will alleviate their impact.

Download or read book Signals of Recession and Recovery written by Julius Shiskin and published by . This book was released on 1961 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book International Macroeconomics in the Wake of the Global Financial Crisis written by Laurent Ferrara and published by Springer. This book was released on 2018-06-13 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book collects selected articles addressing several currently debated issues in the field of international macroeconomics. They focus on the role of the central banks in the debate on how to come to terms with the long-term decline in productivity growth, insufficient aggregate demand, high economic uncertainty and growing inequalities following the global financial crisis. Central banks are of considerable importance in this debate since understanding the sluggishness of the recovery process as well as its implications for the natural interest rate are key to assessing output gaps and the monetary policy stance. The authors argue that a more dynamic domestic and external aggregate demand helps to raise the inflation rate, easing the constraint deriving from the zero lower bound and allowing monetary policy to depart from its current ultra-accommodative position. Beyond macroeconomic factors, the book also discusses a supportive financial environment as a precondition for the rebound of global economic activity, stressing that understanding capital flows is a prerequisite for economic-policy decisions.

Download or read book The Secrets of Economic Indicators written by Bernard Baumohl and published by FT Press. This book was released on 2007-07-24 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: “This is the real deal. Baumohl miraculously breathes life into economic indicators and statistics.” –The Wall Street Journal “This is the most up-to-date guide to economic indicators and their importance to financial markets in print. The coverage of less-reported indicators, especially those from nongovernment sources, is hard to find elsewhere. The inclusion of the actual published tables helps the newer student of the markets find the data in the public release. For anyone trying to follow the economic data, this should be next to your computer so that you can understand and find the data on the Internet.” –David Wyss, Chief Economist, Standard and Poor’s “I find Baumohl’s writing fascinating. In addition to the famous indicators, he includes many that I hadn’t heard of. I really appreciate that he tells you exactly where to find each indicator on the Web. Just about anyone who’s serious about understanding which way the economy is headed will want to read this book. It could be a classic.” –Harry Domash, Columnist for MSN Money and Publisher, Winning Investing Newsletter “Bernie Baumohl has accomplished something of real value in The Secrets of Economic Indicators. He has successfully demystified the world of financial and economic news that bombards us in our daily lives. Both professional investors and casual observers of the world of finance and economics will be grateful for what he has done. The constant stream of heretofore bewildering news from the world of business and finance can now be easily understood. Every businessperson or investor should keep a copy of Baumohl’s book close at hand as he or she catches up on the business, stock market, and economic events of the day. It is great, at long last, to have someone who has eliminated what may have been so perplexing to so many and to have done so with such remarkable clarity.” –Hugh Johnson, Chairman and Chief Investment Officer of Johnson Illington Advisors “Bernie Baumohl has written a must-read educational and reference book that every individual investor will find indispensable for watching, monitoring, and interpreting the markets. The daily flow of high frequency economic indicators is the stuff that makes financial markets move and that can signal the big trends that make or break investor portfolios. Most important, Bernie’s long experience in reporting economics for Time Magazine helps make the ‘dismal science’ lively and interesting.” –Allen Sinai, President and Chief Global Economist, Decision Economics, Inc. “Baumohl has a gift for taking a complicated subject and allowing it to read like a fast-moving novel. My confidence in reading and understanding economic indicators as portrayed in this book made me realize the possibilities this information holds for improving my personal net worth as well as navigating my business toward higher profits. I recommend this book if you care about your future finances.” –Morris E. Lasky, CEO, Lodging Unlimited, Inc.; Manager and consultant for $6 billion in hotel assets; Chairman, Lodging Conference; Chairman, International Hotel Conference “I think this is an excellent book. It’s well written, accessible to a variety of readers, deals with an interesting and important subject, and covers the topic well. It deserves to get a lot of notice and use.” –D. Quinn Mills, Alfred J. Weatherhead, Jr., Professor of Business Administration, Harvard Business School “Economic statistics, employment data, Federal Reserve surveys. Think they are boring? Think again! They can drive markets into a frenzy, causing billions of dollars to be made or lost in an instant. Bernie Baumohl brilliantly, clearly, and, yes, entertainingly describes what every investor and business manager should know about economic indicators: which ones move markets, how to interpret them, and how to use them to spot and capitalize on future economic trends. The Secrets of Economic Indicators is an extraordinary and insightful work–an enormously important contribution to the body of financial literature. Read it and then keep it on your desk. Consult it the next time you are deluged with a flurry of economic statistics. Your understanding certainly will be enhanced, and your portfolio will likely be as well.” –Robert Hormats, Vice Chairman, Goldman Sachs (International) “If you want to make money investing, this is an essential trend-tracking tool that will help get you to the bank. This book is the real deal. Bernard Baumohl miraculously breathes life into deadly economic indicators and boring statistics . . . he knows what he’s talking about, and his expertise proves it.” –Gerald Celente, Director, The Trends Research Institute COMPLETELY UPDATED! THE PLAIN-ENGLISH, UP-TO-THE-MINUTE GUIDE TO ECONOMIC INDICATORS: WHAT THEY MEAN, AND HOW TO USE THEM! Every day, investments bounce wildly in response to new economic indicators: statistics that provide crucial clues about the future of the economy and the markets. Now, you can use these indicators to make smarter investment decisions, just like the professionals. You don’t need an economics degree, or a CPA–just The Secrets of Economic Indicators, Second Edition! Using up-to-the-minute examples and real-world stories, former TIME Magazine senior economics reporter Bernard Baumohl illuminates every U.S. and foreign indicator that matters right now. You’ll learn where to find them, what their track records are, how to interpret them, and how to use that information to make better decisions. Baumohl has thoroughly updated this best-seller with new data, new examples, new indicators, and revised analyses–including a new assessment of the value of yield curves in predicting business cycles. Thousands of investors and business planners swore by the First Edition: these updates make it even more valuable. • New! Today’s 10 most crucial leading indicators Better ways to predict economic turning points in time to profit • Get ahead of the curve with the latest U.S. indicators New insights into U.S. employment, monetary policy, inflation, capital flows, and more • Emerging foreign indicators you need to track From China to India, Europe to Brazil...and beyond • Making sense of indicators in conflict What to do when the numbers disagree • Finding the data Free Web resources for the latest economic data • Which economic indicators really matter right now? • What do they mean for stocks, bonds, interest rates, currencies...your portfolio? • How can you use them to make faster, smarter investment decisions? • Simple, clear, non-technical, friendly, usable...the only book of its kind! • By Bernard Baumohl, renowned economic analyst and former award-winning TIME Magazine financial journalist New edition, with extensive new coverage: • Many new U.S. and global indicators, from new employment reports to box office receipts • New examples and up-to-the-minute data • Updated analyses of yield curves and other key metrics • More international coverage • New rankings of leading economic indicators, and much more About the Author xiii What’s New in the Second Edition? xv Preface xvii Acknowledgments xxiii Chapter 1 The Lock-Up 1 Chapter 2 A Beginner’s Guide: Understanding the Lingo 17 Chapter 3 The Most Influential U.S. Economic Indicators 25 Chapter 4 International Economic Indicators: Why Are They So Important? 325 Chapter 5 Best Web Sites for U.S. Economic Indicators 373 Chapter 6 Best Web Sites for International Economic Indicators 381 Index 387

Download or read book A Decade after the Global Recession written by M. Ayhan Kose and published by World Bank Publications. This book was released on 2021-03-19 with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: This year marks the tenth anniversary of the 2009 global recession. Most emerging market and developing economies weathered the global recession relatively well, in part by using the sizable fiscal and monetary policy ammunition accumulated during prior years of strong growth. However, their growth prospects have weakened since then, and many now have less policy space. This study provides the first comprehensive stocktaking of the past decade from the perspective of emerging market and developing economies. Many of these economies have now become more vulnerable to economic shocks. The study discusses lessons from the global recession and policy options for these economies to strengthen growth and prepare for the possibility of another global downturn.

Download or read book Assessing Financial Vulnerability written by Morris Goldstein and published by Peterson Institute. This book was released on 2000 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt: This study reviews the literature on the origins of currency and banking crises. It presents empirical tests on the performance of alternative early-warning indicators for emerging-market economies. The book also identifies crisis-threshold values for early-warning indicators.

Download or read book Anticipating Balance of Payments Crises The Role of Early Warning Systems written by Mr.Eduardo Borensztein and published by International Monetary Fund. This book was released on 2000-01-24 with total page 44 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent years have witnessed an increase in the frequency of currency and balance of payments crises in developing countries. More important, the crises have become more virulent, have caused widespread disruption to other developing countries, and have even had repercussions on advanced economies. To predict crises, their causes must be clearly understood. Two competing strands of theories are reviewed in this paper. The first focuses on the consequences of such policies as excessive credit growth in provoking depletion of foreign exchange reserves and making a devaluation enevitable. The second emphasizes the trade-offs between internal and external balance that the policymaker faces in defending a peg.

Download or read book Leading Economic Indicators written by Kajal Lahiri and published by Cambridge University Press. This book was released on 1991 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developed fifty years ago by the National Bureau of Economic Research, the analytic methods of business cycles and economic indicators enable economists to forecast economic trends by examining the repetitive sequences that occur in business cycles. The methodology has proven to be an inexpensive and useful tool that is now used extensively throughout the world. In recent years, however, significant new developments have emerged in the field of business cycles and economic indicators. This volume contains twenty-two articles by international experts who are working with new and innovative approaches to indicator research. They cover advances in three broad areas of research: the use of new developments in economic theory and time-series analysis to rationalise existing systems of indicators; more appropriate methods to evaluate the forecasting records of leading indicators, particularly of turning point probability; and the development of new indicators.

Download or read book Alternative Economic Indicators written by C. James Hueng and published by W.E. Upjohn Institute. This book was released on 2020-09-08 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt: Policymakers and business practitioners are eager to gain access to reliable information on the state of the economy for timely decision making. More so now than ever. Traditional economic indicators have been criticized for delayed reporting, out-of-date methodology, and neglecting some aspects of the economy. Recent advances in economic theory, econometrics, and information technology have fueled research in building broader, more accurate, and higher-frequency economic indicators. This volume contains contributions from a group of prominent economists who address alternative economic indicators, including indicators in the financial market, indicators for business cycles, and indicators of economic uncertainty.