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Real Time Economic Activity
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Book Synopsis Real-time Forecasts of Economic Activity for Latin American Economies by : Mr.Philip Liu
Download or read book Real-time Forecasts of Economic Activity for Latin American Economies written by Mr.Philip Liu and published by International Monetary Fund. This book was released on 2011-04-01 with total page 27 pages. Available in PDF, EPUB and Kindle. Book excerpt: Macroeconomic policy decisions in real-time are based the assessment of current and future economic conditions. These assessments are made difficult by the presence of incomplete and noisy data. The problem is more acute for emerging market economies, where most economic data are released infrequently with a (sometimes substantial) lag. This paper evaluates "nowcasts" and forecasts of real GDP growth using five alternative models for ten Latin American countries. The results indicate that the flow of monthly data helps to improve forecast accuracy, and the dynamic factor model consistently produces more accurate nowcasts and forecasts relative to other model specifications, across most of the countries we consider.
Book Synopsis Big Data for Twenty-First-Century Economic Statistics by : Katharine G. Abraham
Download or read book Big Data for Twenty-First-Century Economic Statistics written by Katharine G. Abraham and published by University of Chicago Press. This book was released on 2022-03-11 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction.Big data for twenty-first-century economic statistics: the future is now /Katharine G. Abraham, Ron S. Jarmin, Brian C. Moyer, and Matthew D. Shapiro --Toward comprehensive use of big data in economic statistics.Reengineering key national economic indicators /Gabriel Ehrlich, John Haltiwanger, Ron S. Jarmin, David Johnson, and Matthew D. Shapiro ;Big data in the US consumer price index: experiences and plans /Crystal G. Konny, Brendan K. Williams, and David M. Friedman ;Improving retail trade data products using alternative data sources /Rebecca J. Hutchinson ;From transaction data to economic statistics: constructing real-time, high-frequency, geographic measures of consumer spending /Aditya Aladangady, Shifrah Aron-Dine, Wendy Dunn, Laura Feiveson, Paul Lengermann, and Claudia Sahm ;Improving the accuracy of economic measurement with multiple data sources: the case of payroll employment data /Tomaz Cajner, Leland D. Crane, Ryan A. Decker, Adrian Hamins-Puertolas, and Christopher Kurz --Uses of big data for classification.Transforming naturally occurring text data into economic statistics: the case of online job vacancy postings /Arthur Turrell, Bradley Speigner, Jyldyz Djumalieva, David Copple, and James Thurgood ;Automating response evaluation for franchising questions on the 2017 economic census /Joseph Staudt, Yifang Wei, Lisa Singh, Shawn Klimek, J. Bradford Jensen, and Andrew Baer ;Using public data to generate industrial classification codes /John Cuffe, Sudip Bhattacharjee, Ugochukwu Etudo, Justin C. Smith, Nevada Basdeo, Nathaniel Burbank, and Shawn R. Roberts --Uses of big data for sectoral measurement.Nowcasting the local economy: using Yelp data to measure economic activity /Edward L. Glaeser, Hyunjin Kim, and Michael Luca ;Unit values for import and export price indexes: a proof of concept /Don A. Fast and Susan E. Fleck ;Quantifying productivity growth in the delivery of important episodes of care within the Medicare program using insurance claims and administrative data /John A. Romley, Abe Dunn, Dana Goldman, and Neeraj Sood ;Valuing housing services in the era of big data: a user cost approach leveraging Zillow microdata /Marina Gindelsky, Jeremy G. Moulton, and Scott A. Wentland --Methodological challenges and advances.Off to the races: a comparison of machine learning and alternative data for predicting economic indicators /Jeffrey C. Chen, Abe Dunn, Kyle Hood, Alexander Driessen, and Andrea Batch ;A machine learning analysis of seasonal and cyclical sales in weekly scanner data /Rishab Guha and Serena Ng ;Estimating the benefits of new products /W. Erwin Diewert and Robert C. Feenstra.
Book Synopsis Alternative Economic Indicators by : C. James Hueng
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.
Book Synopsis Real-time Economic Activity by : Francis X. Diebold
Download or read book Real-time Economic Activity written by Francis X. Diebold and published by . This book was released on 2020 with total page 23 pages. Available in PDF, EPUB and Kindle. Book excerpt: We study the real-time signals provided by the Aruoba-Diebold-Scotti Index of Business conditions (ADS) for tracking economic activity at high frequency. We start with exit from the Great Recession, comparing the evolution of real-time vintage beliefs to a "final" late-vintage chronology. We then consider entry into the Pandemic Recession, again tracking the evolution of real-time vintage beliefs. ADS swings widely as its underlying economic indicators swing widely, but the emerging ADS path as of this writing (late June) indicates a return to growth in May. The trajectory of the nascent recovery, however, is highly uncertain (particularly as COVID-19 spreads in the South and West) and could be revised or eliminated as new data arrive.
Book Synopsis Foreign Exchange Value of the Dollar by :
Download or read book Foreign Exchange Value of the Dollar written by and published by . This book was released on 1984 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Macroeconomics for Professionals by : Leslie Lipschitz
Download or read book Macroeconomics for Professionals written by Leslie Lipschitz and published by Cambridge University Press. This book was released on 2019-01-23 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding macroeconomic developments and policies in the twenty-first century is daunting: policy-makers face the combined challenges of supporting economic activity and employment, keeping inflation low and risks of financial crises at bay, and navigating the ever-tighter linkages of globalization. Many professionals face demands to evaluate the implications of developments and policies for their business, financial, or public policy decisions. Macroeconomics for Professionals provides a concise, rigorous, yet intuitive framework for assessing a country's macroeconomic outlook and policies. Drawing on years of experience at the International Monetary Fund, Leslie Lipschitz and Susan Schadler have created an operating manual for professional applied economists and all those required to evaluate economic analysis.
Book Synopsis Using the Google Places API and Google Trends Data to Develop High Frequency Indicators of Economic Activity by : Mr. Paul A Austin
Download or read book Using the Google Places API and Google Trends Data to Develop High Frequency Indicators of Economic Activity written by Mr. Paul A Austin and published by International Monetary Fund. This book was released on 2021-12-17 with total page 47 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the pandemic heigthened policymakers’ demand for more frequent and timely indicators to assess economic activities, traditional data collection and compilation methods to produce official indicators are falling short—triggering stronger interest in real time data to provide early signals of turning points in economic activity. In this paper, we examine how data extracted from the Google Places API and Google Trends can be used to develop high frequency indicators aligned to the statistical concepts, classifications, and definitions used in producing official measures. The approach is illustrated by use of Google data-derived indicators that predict well the GDP trajectories of selected countries during the early stage of COVID-19. To this end, we developed a methodological toolkit for national compilers interested in using Google data to enhance the timeliness and frequency of economic indicators.
Book Synopsis Real-Time Real Economic Activity by : Francis X. Diebold
Download or read book Real-Time Real Economic Activity written by Francis X. Diebold and published by . This book was released on 2020 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: We study the real-time signals provided by the Aruoba-Diebold-Scotti Index of Business conditions (ADS) for tracking economic activity at high frequency. We start with exit from the Great Recession, comparing the evolution of real-time vintage beliefs to a "final" late-vintage chronology. We then consider entry into the Pandemic Recession, again tracking the evolution of real-time vintage beliefs. ADS swings widely as its underlying economic indicators swing widely, but the emerging ADS path as of this writing (late June) indicates a return to growth in May. The trajectory of the nascent recovery, however, is highly uncertain (particularly as COVID-19 spreads in the South and West) and could be revised or eliminated as new data arrive.
Book Synopsis Output Gap Uncertainty and Real-Time Monetary Policy by : Francesco Grigoli
Download or read book Output Gap Uncertainty and Real-Time Monetary Policy written by Francesco Grigoli and published by International Monetary Fund. This book was released on 2015-01-23 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: Output gap estimates are subject to a wide range of uncertainty owing to data revisions and the difficulty in distinguishing between cycle and trend in real time. This is important given the central role in monetary policy of assessments of economic activity relative to capacity. We show that country desks tend to overestimate economic slack, especially during recessions, and that uncertainty in initial output gap estimates persists several years. Only a small share of output gap revisions is predictable ex ante based on characteristics like output dynamics, data quality, and policy frameworks. We also show that for a group of Latin American inflation targeters the prescriptions from typical monetary policy rules are subject to large changes due to output gap revisions. These revisions explain a sizable proportion of the deviation of inflation from target, suggesting this information is not accounted for in real-time policy decisions.
Book Synopsis Macroeconomic Impacts of the 9/11 Attack by : Bryan W. Roberts
Download or read book Macroeconomic Impacts of the 9/11 Attack written by Bryan W. Roberts and published by DIANE Publishing. This book was released on 2011-04 with total page 16 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evaluates the macroeconomic impacts of the 9/11 attack on U.S. real GDP growth and the unemployment rate by examining how forecasts of these variables were revised after the attack occurred. By this approach, the immediate impact of the 9/11 attack was to reduce real GDP growth in 2001 by 0.5%, and to increase the unemployment rate by 0.11% (reduce employment by 598,000 jobs). Forecasted real GDP growth in 2002 fell dramatically immediately after the 9/11 attack but then recovered fully. The forecasted unemployment rate in 2002 rose sharply immediately after the 9/11 attack, but unlike real GDP growth, it never subsequently returned to a pre-9/11 level. Illustrations. This is a print on demand edition of a hard to find publication.
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 OUP USA. This book was released on 2011-07-08 with total page 732 pages. Available in PDF, EPUB and Kindle. Book excerpt: Greater data availability has been coupled with developments in statistical theory and economic theory to allow more elaborate and complicated models to be entertained. These include factor models, DSGE models, restricted vector autoregressions, and non-linear models.
Author :Organisation for Economic Co-operation and Development Staff Publisher : ISBN 13 :9789264057906 Total Pages : pages Book Rating :4.0/5 (579 download)
Book Synopsis Main Economic Indicators by : Organisation for Economic Co-operation and Development Staff
Download or read book Main Economic Indicators written by Organisation for Economic Co-operation and Development Staff and published by . This book was released on 1999 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :International Monetary Fund. Research Dept. Publisher :International Monetary Fund ISBN 13 :1513516175 Total Pages :208 pages Book Rating :4.5/5 (135 download)
Book Synopsis World Economic Outlook, October 2019 by : International Monetary Fund. Research Dept.
Download or read book World Economic Outlook, October 2019 written by International Monetary Fund. Research Dept. and published by International Monetary Fund. This book was released on 2019-10-15 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Global growth is forecast at 3.0 percent for 2019, its lowest level since 2008–09 and a 0.3 percentage point downgrade from the April 2019 World Economic Outlook.
Book Synopsis The Secrets of Economic Indicators by : Bernard Baumohl
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
Book Synopsis The Economic Performance Index (EPI) by : Mr.Vadim Khramov
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).
Book Synopsis Monitoring Economic Activity in Real Time Using Diffusion Indices by : Santiago Pinto
Download or read book Monitoring Economic Activity in Real Time Using Diffusion Indices written by Santiago Pinto and published by . This book was released on 2016 with total page 27 pages. Available in PDF, EPUB and Kindle. Book excerpt: We provide an analysis that parses out the conditions under which diffusion indices based on disaggregated information are informative about overall economic activity. Building on work by Pinto, Sarte, and Sharp (2015), we highlight the fact that diffusion indices, appropriately scaled, capture contributions of changes in the extensive margin -- e.g. how many sectors are growing or declining rather than by how much individual sectors are growing or declining -- to aggregate growth. In the Fifth Federal Reserve District, for example, this margin captures the bulk of variations in aggregate employment growth. We then show that the Fifth District employment index, produced in real time using firm-level surveys, closely tracks a synthetic diffusion index constructed ex post using observed data. However, we also underscore that diffusion indices have their limitations. In the Fifth District, for example, the growth rate of average wages (relative to its mean) is frequently of a sign opposite to that indicated by changes in the extensive margin. Finally, we explore some of the implications of producing diffusion indices at a more localized level.
Book Synopsis Stakeholder Capitalism by : Klaus Schwab
Download or read book Stakeholder Capitalism written by Klaus Schwab and published by John Wiley & Sons. This book was released on 2021-01-27 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reimagining our global economy so it becomes more sustainable and prosperous for all Our global economic system is broken. But we can replace the current picture of global upheaval, unsustainability, and uncertainty with one of an economy that works for all people, and the planet. First, we must eliminate rising income inequality within societies where productivity and wage growth has slowed. Second, we must reduce the dampening effect of monopoly market power wielded by large corporations on innovation and productivity gains. And finally, the short-sighted exploitation of natural resources that is corroding the environment and affecting the lives of many for the worse must end. The debate over the causes of the broken economy—laissez-faire government, poorly managed globalization, the rise of technology in favor of the few, or yet another reason—is wide open. Stakeholder Capitalism: A Global Economy that Works for Progress, People and Planet argues convincingly that if we don't start with recognizing the true shape of our problems, our current system will continue to fail us. To help us see our challenges more clearly, Schwab—the Founder and Executive Chairman of the World Economic Forum—looks for the real causes of our system's shortcomings, and for solutions in best practices from around the world in places as diverse as China, Denmark, Ethiopia, Germany, Indonesia, New Zealand, and Singapore. And in doing so, Schwab finds emerging examples of new ways of doing things that provide grounds for hope, including: Individual agency: how countries and policies can make a difference against large external forces A clearly defined social contract: agreement on shared values and goals allows government, business, and individuals to produce the most optimal outcomes Planning for future generations: short-sighted presentism harms our shared future, and that of those yet to be born Better measures of economic success: move beyond a myopic focus on GDP to more complete, human-scaled measures of societal flourishing By accurately describing our real situation, Stakeholder Capitalism is able to pinpoint achievable ways to deal with our problems. Chapter by chapter, Professor Schwab shows us that there are ways for everyone at all levels of society to reshape the broken pieces of the global economy and—country by country, company by company, and citizen by citizen—glue them back together in a way that benefits us all.
