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Forecasting With The Index Of Leading Indicators
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Book Synopsis Leading Economic Indicators by : Kajal Lahiri
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.
Book Synopsis Forecasting with the Index of Leading Indicators by : Beatrice N. Vaccara
Download or read book Forecasting with the Index of Leading Indicators written by Beatrice N. Vaccara and published by . This book was released on 1978 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The composite index of leading indicators is found to be a valuable tool for predicting not only the direction but also the size of near- term changes in aggregate economic activity. This conclusion is based on assessments of the leading index as a predictor of (1) business cycle turning points as dated by the National Bureau of Economic Research and (2) quantitative changes in real GNP and the composite index of coincident indicators. Specific smoothing rules are identified which reduce the frequency of false signals but still provide adequate early warning of cyclical turning points. Simple regression models based on first differences in the logarithms produce a comparatively good record of forecasts one and two quarters ahead. The best results are obtained by using predictive chains whereby, e.g., quarterly changes in the lagging index (inverted) for Q[sub t] are used to forecast changes in the leading index in quarter Q which in turn are used to forecast changes in real GNP (or the coincident index) in Q[sub t+2].
Book Synopsis Economic Forecasting: The State of the Art by : Elia Xacapyr
Download or read book Economic Forecasting: The State of the Art written by Elia Xacapyr and published by Routledge. This book was released on 2016-09-16 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: An overview of the macroeconomic forecasting industry in the United States that explains and evaluates the forecasting techniques used to make predictions about various aspects of the national economy.
Book Synopsis Business Cycles, Indicators, and Forecasting by : James H. Stock
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.
Book Synopsis Business Cycles by : Victor Zarnowitz
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.
Book Synopsis A Procedure for Predicting Recessions with Leading Indicators by : James H. Stock
Download or read book A Procedure for Predicting Recessions with Leading Indicators written by James H. Stock and published by . This book was released on 1992 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper examines the forecasting performance of various leading economic indicators and composite indexes since 1988. in particular during the onset of the 1990 recession. The primary focus is on an experimental recession index (tile "XRI"). a composite index which provides probabilistic forecasts of whether the U.S. economy will be in a recession six months hence. After detailing its construction, the paper examines the out-of-sample performance of the XRI and a related forecast of overall economic growth. the experimental leading index (XLI). These indexes performed well from 1988 through the summer of 1990 - for example. in June 1990 the XLI model forecasted a .4% (annual rate) decline in the experimental coincident index from June through September. when in fact the decline was only slightly greater, .8%. However. the XLI failed to forecast the sharp declines of October and November 1990. After exploring several possible explanations. we conclude that one important source of the forecast error was the use of financial variables during a recession that was not associated with a particularly tight monetary policy. Financial indicators -- and the experimental index -- were not alone. however. in failing to forecast the 1990 recession, An examination of 45 economic indicators shows that almost all failed to forecast the 1990downturn. and the few that did provided unclear signals before the recessions of the 19705 and 1980s
Book Synopsis The Leading Indicator Approach to Economic Forecasting by : Philip A. Klein
Download or read book The Leading Indicator Approach to Economic Forecasting written by Philip A. Klein and published by . This book was released on 1982 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt: For many years a system of leading, coincident, and lagging economic indicators, first developed in the 1930s by the National Bureau of Economic Research (NBER), has been widely used in the United States to appraise the state of the business cycle. Since 1961 the current monthly figures for these indicators have been published by the U.S. Department of Commerce in Business Conditions Digest. Similar systems have been developed by government or private agencies in Canada, Japan, the United Kingdom, and more recently in many other countries. A few years ago the Organization for Economic Cooperation and Development (OECD) set up a working party to develop this type of analysis and most of the member countries participated. The Center for International Business Cycle Research at Rutgers University has given guidance in this field to some fifteen countries during the past three years, in Europe, Asia, the Middle East, Africa and South America. Our purpose in this paper is to explain briefly the theory and rationale underlying this approach to economic forecasting, describe the more important statistical procedures used, and review the evidence on how the indicators have performed in practice. The tests of performance concentrate on data not used in the selection of the indicators, in the United States and nine other countries. We conclude with some suggestions for future research and development, including the application of the approach to the analysis of inflation. [Resumen de autor]
Book Synopsis Predicting Recessions by : Chikako Baba
Download or read book Predicting Recessions written by Chikako Baba and published by International Monetary Fund. This book was released on 2011-10-01 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: This study proposes a data-based algorithm to select a subset of indicators from a large data set with a focus on forecasting recessions. The algorithm selects leading indicators of recessions based on the forecast encompassing principle and combines the forecasts. An application to U.S. data shows that forecasts obtained from the algorithm are consistently among the best in a large comparative forecasting exercise at various forecasting horizons. In addition, the selected indicators are reasonable and consistent with the standard leading indicators followed by many observers of business cycles. The suggested algorithm has several advantages, including wide applicability and objective variable selection.
Book Synopsis Improved Forecasting with Leading Indicators by :
Download or read book Improved Forecasting with Leading Indicators written by and published by . This book was released on 2007 with total page 37 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Ex Ante Turning Point Forecasting with the Composite Leading Index by : Francis X. Diebold
Download or read book Ex Ante Turning Point Forecasting with the Composite Leading Index written by Francis X. Diebold and published by . This book was released on 1988 with total page 52 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Scoring the Leading Indicators by : Francis X. Diebold
Download or read book Scoring the Leading Indicators written by Francis X. Diebold and published by . This book was released on 1987 with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Business Cycle Indicators by : Karl Heinrich Oppenländer
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.
Book Synopsis A More Timely and Useful Index of Leading Indicators by : Robert H. McGuckin
Download or read book A More Timely and Useful Index of Leading Indicators written by Robert H. McGuckin and published by . This book was released on 2003 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Effectively predicting cyclical movements in the economy is a major challenge. While there are other approaches to forecasting, the U.S. leading index has long been used to analyze and predict economic fluctuations. We describe and test a new procedure for making the index more timely. The new index significantly outperforms its less timely counterpart and offers substantial gains in real-time out-of-sample forecasts of changes in aggregate economic activity and industrial production. It provides timely and accurate ex-ante information for predicting, not only the business cycle turning points, but the monthly changes in the economy.
Book Synopsis Business Cycles by : Francis X. Diebold
Download or read book Business Cycles written by Francis X. Diebold and published by Princeton University Press. This book was released on 2020-10-06 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the most sophisticated and up-to-date econometric analysis of business cycles now available. Francis Diebold and Glenn Rudebusch have long been acknowledged as leading experts on business cycles. And here they present a highly integrative collection of their most important essays on the subject, along with a detailed introduction that draws together the book's principal themes and findings. Diebold and Rudebusch use the latest quantitative methods to address five principal questions about the measurement, modeling, and forecasting of business cycles. They ask whether business cycles have become more moderate in the postwar period, concluding that recessions have, in fact, been shorter and shallower. They consider whether economic expansions and contractions tend to die of "old age." Contrary to popular wisdom, they find little evidence that expansions become more fragile the longer they last, although they do find that contractions are increasingly likely to end as they age. The authors discuss the defining characteristics of business cycles, focusing on how economic variables move together and on the timing of the slow alternation between expansions and contractions. They explore the difficulties of distinguishing between long-term trends in the economy and cyclical fluctuations. And they examine how business cycles can be forecast, looking in particular at how to predict turning points in cycles, rather than merely the level of future economic activity. They show here that the index of leading economic indicators is a poor predictor of future economic activity, and consider what we can learn from other indicators, such as financial variables. Throughout, the authors make use of a variety of advanced econometric techniques, including nonparametric analysis, fractional integration, and regime-switching models. Business Cycles is crucial reading for policymakers, bankers, and business executives.
Book Synopsis Forecasting GDP with the Leading Indicators by : Raphael Kahan
Download or read book Forecasting GDP with the Leading Indicators written by Raphael Kahan and published by . This book was released on 2015 with total page 67 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Conference Board's Leading Economic Indicators Index suffers from construction flaws, which reduce its predictive power as well as one's ability to interpret its signals. This paper develops a vector autoregression model to address these problems. The model's out-of-sample GDP forecasts, using revised data, are found to outperform other private-sector forecasters on average over the period considered.
Book Synopsis The Index of Leading Indicators by : Alan J. Auerbach
Download or read book The Index of Leading Indicators written by Alan J. Auerbach and published by . This book was released on 1983 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The index of leading economic indicators first developed by the NBER remains a popular informal forecasting tool in spite of the original criticism that its use represents "measurement without theory. " This paper seeks to evaluate the performance of the index in comparison to alternative time series methods in predicting business cycle behavior. While the actual method of choosing the weights for the twelve series included in the index is essentially unnecessary (because the resulting series is indistinguishable from another with uniform weights) the series itself helps explain business cycle behavior, and outperforms an index with econometrically chosen weights
Book Synopsis Dating and Forecasting the Spanish Business Cycle by : Humberto López
Download or read book Dating and Forecasting the Spanish Business Cycle written by Humberto López and published by . This book was released on 1997 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt:
