Understanding Economic Forecasts

Understanding Economic Forecasts

Author: David F. Hendry

Publisher: MIT Press

Published: 2003

Total Pages: 236

ISBN-13: 9780262582421

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How to interpret and evaluate economic forecasts and the uncertainties inherent in them.


Economic Forecasting

Economic Forecasting

Author: Graham Elliott

Publisher: Princeton University Press

Published: 2016-04-05

Total Pages: 566

ISBN-13: 0691140138

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A comprehensive and integrated approach to economic forecasting problems Economic forecasting involves choosing simple yet robust models to best approximate highly complex and evolving data-generating processes. This poses unique challenges for researchers in a host of practical forecasting situations, from forecasting budget deficits and assessing financial risk to predicting inflation and stock market returns. Economic Forecasting presents a comprehensive, unified approach to assessing the costs and benefits of different methods currently available to forecasters. This text approaches forecasting problems from the perspective of decision theory and estimation, and demonstrates the profound implications of this approach for how we understand variable selection, estimation, and combination methods for forecasting models, and how we evaluate the resulting forecasts. Both Bayesian and non-Bayesian methods are covered in depth, as are a range of cutting-edge techniques for producing point, interval, and density forecasts. The book features detailed presentations and empirical examples of a range of forecasting methods and shows how to generate forecasts in the presence of large-dimensional sets of predictor variables. The authors pay special attention to how estimation error, model uncertainty, and model instability affect forecasting performance. Presents a comprehensive and integrated approach to assessing the strengths and weaknesses of different forecasting methods Approaches forecasting from a decision theoretic and estimation perspective Covers Bayesian modeling, including methods for generating density forecasts Discusses model selection methods as well as forecast combinations Covers a large range of nonlinear prediction models, including regime switching models, threshold autoregressions, and models with time-varying volatility Features numerous empirical examples Examines the latest advances in forecast evaluation Essential for practitioners and students alike


Handbook of Economic Forecasting

Handbook of Economic Forecasting

Author: Graham Elliott

Publisher: Elsevier

Published: 2013-08-23

Total Pages: 667

ISBN-13: 0444627405

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The highly prized ability to make financial plans with some certainty about the future comes from the core fields of economics. In recent years the availability of more data, analytical tools of greater precision, and ex post studies of business decisions have increased demand for information about economic forecasting. Volumes 2A and 2B, which follows Nobel laureate Clive Granger's Volume 1 (2006), concentrate on two major subjects. Volume 2A covers innovations in methodologies, specifically macroforecasting and forecasting financial variables. Volume 2B investigates commercial applications, with sections on forecasters' objectives and methodologies. Experts provide surveys of a large range of literature scattered across applied and theoretical statistics journals as well as econometrics and empirical economics journals. The Handbook of Economic Forecasting Volumes 2A and 2B provide a unique compilation of chapters giving a coherent overview of forecasting theory and applications in one place and with up-to-date accounts of all major conceptual issues. - Focuses on innovation in economic forecasting via industry applications - Presents coherent summaries of subjects in economic forecasting that stretch from methodologies to applications - Makes details about economic forecasting accessible to scholars in fields outside economics


Economic Forecasting

Economic Forecasting

Author: N. Carnot

Publisher: Springer

Published: 2005-08-12

Total Pages: 335

ISBN-13: 0230005810

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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.


Fortune Tellers

Fortune Tellers

Author: Walter A Friedman

Publisher: Princeton University Press

Published: 2013-12-01

Total Pages: 288

ISBN-13: 0691159114

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A gripping history of the pioneers who sought to use science to predict financial markets The period leading up to the Great Depression witnessed the rise of the economic forecasters, pioneers who sought to use the tools of science to predict the future, with the aim of profiting from their forecasts. This book chronicles the lives and careers of the men who defined this first wave of economic fortune tellers, men such as Roger Babson, Irving Fisher, John Moody, C. J. Bullock, and Warren Persons. They competed to sell their distinctive methods of prediction to investors and businesses, and thrived in the boom years that followed World War I. Yet, almost to a man, they failed to predict the devastating crash of 1929. Walter Friedman paints vivid portraits of entrepreneurs who shared a belief that the rational world of numbers and reason could tame--or at least foresee--the irrational gyrations of the market. Despite their failures, this first generation of economic forecasters helped to make the prediction of economic trends a central economic activity, and shed light on the mechanics of financial markets by providing a range of statistics and information about individual firms. They also raised questions that are still relevant today. What is science and what is merely guesswork in forecasting? What motivates people to buy forecasts? Does the act of forecasting set in motion unforeseen events that can counteract the forecast made? Masterful and compelling, Fortune Tellers highlights the risk and uncertainty that are inherent to capitalism itself.


Economic Value of Weather and Climate Forecasts

Economic Value of Weather and Climate Forecasts

Author: Richard W. Katz

Publisher: Cambridge University Press

Published: 1997

Total Pages: 244

ISBN-13: 9780521435710

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Weather and climate extremes can significantly impact the economics of a region. This book examines how weather and climate forecasts can be used to mitigate the impact of the weather on the economy. Interdisciplinary in scope, it explores the meteorological, economic, psychological, and statistical aspects to weather prediction. The contributors encompass forecasts over a wide range of temporal scales, from weather over the next few hours to the climate months or seasons ahead, and address the impact of these forecasts on human behaviour. Economic Value of Weather and Climate Forecasts seeks to determine the economic benefits of existing weather forecasting systems and the incremental benefits of improving these systems, and will be an interesting and essential reference for economists, statisticians, and meteorologists.


Economic Forecasting and Policy

Economic Forecasting and Policy

Author: N. Carnot

Publisher: Palgrave Macmillan

Published: 2011-07-26

Total Pages: 0

ISBN-13: 9780230243217

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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.


Forecasting Economic Time Series

Forecasting Economic Time Series

Author: Michael Clements

Publisher: Cambridge University Press

Published: 1998-10-08

Total Pages: 402

ISBN-13: 9780521634809

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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.


OECD Economic Outlook, Volume 2021 Issue 2

OECD Economic Outlook, Volume 2021 Issue 2

Author: OECD

Publisher: OECD Publishing

Published: 2021-12-01

Total Pages: 225

ISBN-13: 9264655719

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The global recovery from the COVID-19 pandemic is uneven and becoming imbalanced. The OECD Economic Outlook, Volume 2021 Issue 2, highlights the continued benefits of vaccinations and strong policy support for the global economy, but also points to the risks and policy challenges arising from supply constraints and rising inflation pressures.