Forecasting The Nominal Brent Oil Price With Vars One Model Fits All

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Forecasting the Nominal Brent Oil Price with VARs—One Model Fits All?

Author : Benjamin Beckers
Publisher : International Monetary Fund
ISBN 13 : 1513523899
Total Pages : 32 pages
Book Rating : 4.5/5 (135 download)

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Book Synopsis Forecasting the Nominal Brent Oil Price with VARs—One Model Fits All? by : Benjamin Beckers

Download or read book Forecasting the Nominal Brent Oil Price with VARs—One Model Fits All? written by Benjamin Beckers and published by International Monetary Fund. This book was released on 2015-11-25 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: We carry out an ex post assessment of popular models used to forecast oil prices and propose a host of alternative VAR models based on traditional global macroeconomic and oil market aggregates. While the exact specification of VAR models for nominal oil price prediction is still open to debate, the bias and underprediction in futures and random walk forecasts are larger across all horizons in relation to a large set of VAR specifications. The VAR forecasts generally have the smallest average forecast errors and the highest accuracy, with most specifications outperforming futures and random walk forecasts for horizons up to two years. This calls for caution in reliance on futures or the random walk for forecasting, particularly for near term predictions. Despite the overall strength of VAR models, we highlight some performance instability, with small alterations in specifications, subsamples or lag lengths providing widely different forecasts at times. Combining futures, random walk and VAR models for forecasting have merit for medium term horizons.

Forecasting the Nominal Brent Oil Price with VARs-One Model Fits All?.

Author : Benjamin; Beidas-Strom Samya Beckers
Publisher :
ISBN 13 : 9781513518039
Total Pages : pages
Book Rating : 4.5/5 (18 download)

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Book Synopsis Forecasting the Nominal Brent Oil Price with VARs-One Model Fits All?. by : Benjamin; Beidas-Strom Samya Beckers

Download or read book Forecasting the Nominal Brent Oil Price with VARs-One Model Fits All?. written by Benjamin; Beidas-Strom Samya Beckers and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Forecasting the Nominal Brent Oil Price with VARs—One Model Fits All?

Author : Benjamin Beckers
Publisher : International Monetary Fund
ISBN 13 : 1513524275
Total Pages : 32 pages
Book Rating : 4.5/5 (135 download)

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Book Synopsis Forecasting the Nominal Brent Oil Price with VARs—One Model Fits All? by : Benjamin Beckers

Forecasting the Brent Oil Price

Author :
Publisher :
ISBN 13 : 9789289911436
Total Pages : 48 pages
Book Rating : 4.9/5 (114 download)

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Book Synopsis Forecasting the Brent Oil Price by :

Download or read book Forecasting the Brent Oil Price written by and published by . This book was released on 2014 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper demonstrates how the real-time forecasting accuracy of different Brent oil price forecast models changes over time. We find considerable instability in the performance of all models evaluated and argue that relying on average forecasting statistics might hide important information on a model's forecasting properties. To address this instability, we propose a forecast combination approach to predict quarterly real Brent oil prices. A four-model combination (consisting of futures, risk-adjusted futures, a Bayesian VAR and a DGSE model of the oil market) predicts Brent oil prices more accurately than the futures and the random walk up to 11 quarters ahead, on average, and generates a forecast whose performance is remarkably robust over time. In addition, the model combination reduces the forecast bias and predicts the direction of the oil price changes more accurately than both benchmarks.

Reliability and Statistical Computing

Author : Hoang Pham
Publisher : Springer Nature
ISBN 13 : 3030434125
Total Pages : 325 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Reliability and Statistical Computing by : Hoang Pham

Download or read book Reliability and Statistical Computing written by Hoang Pham and published by Springer Nature. This book was released on 2020-03-28 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest developments in both qualitative and quantitative computational methods for reliability and statistics, as well as their applications. Consisting of contributions from active researchers and experienced practitioners in the field, it fills the gap between theory and practice and explores new research challenges in reliability and statistical computing. The book consists of 18 chapters. It covers (1) modeling in and methods for reliability computing, with chapters dedicated to predicted reliability modeling, optimal maintenance models, and mechanical reliability and safety analysis; (2) statistical computing methods, including machine learning techniques and deep learning approaches for sentiment analysis and recommendation systems; and (3) applications and case studies, such as modeling innovation paths of European firms, aircraft components, bus safety analysis, performance prediction in textile finishing processes, and movie recommendation systems. Given its scope, the book will appeal to postgraduates, researchers, professors, scientists, and practitioners in a range of fields, including reliability engineering and management, maintenance engineering, quality management, statistics, computer science and engineering, mechanical engineering, business analytics, and data science.

Data-Driven Approaches for Effective Managerial Decision Making

Author : Anubha
Publisher : IGI Global
ISBN 13 : 1668475707
Total Pages : 354 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Data-Driven Approaches for Effective Managerial Decision Making by : Anubha

Download or read book Data-Driven Approaches for Effective Managerial Decision Making written by Anubha and published by IGI Global. This book was released on 2023-05-08 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: In todays competitive market, a manager must be able to look at data, understand it, analyze it, and then interpret it to design a smart business strategy. Big data is also a valuable source of information on how customers interact with firms through various mediums such as social media platforms, online reviews, and many more. The applications and uses of business analytics are numerous and must be further studied to ensure they are utilized appropriately. Data-Driven Approaches for Effective Managerial Decision Making investigates management concepts and applications using data analytics and outlines future research directions. The book also addresses contemporary advancements and innovations in the field of management. Covering key topics such as big data, business intelligence, and artificial intelligence, this reference work is ideal for managers, business owners, industry professionals, researchers, scholars, academicians, practitioners, instructors, and students.

IMF Research Bulletin, March 2016

Author : International Monetary Fund. Research Dept.
Publisher : International Monetary Fund
ISBN 13 : 1484316495
Total Pages : 20 pages
Book Rating : 4.4/5 (843 download)

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Book Synopsis IMF Research Bulletin, March 2016 by : International Monetary Fund. Research Dept.

Download or read book IMF Research Bulletin, March 2016 written by International Monetary Fund. Research Dept. and published by International Monetary Fund. This book was released on 2016-04-06 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt: The IMF Research Bulletin includes listings of recent IMF Working Papers and Staff Discussion Notes. The research summaries in this issue are “Explaining the Recent Slump in Investment” (Mathieu Bussiere, Laurent Ferrara, and Juliana Milovich) and “The Quest for Stability in the Housing Markets” (Hites Ahir). The Q&A column reviews “Seven Questions on Estimating Monetary Transmission Mechanism in Low-Income Countries” (Bin Grace Li, Christopher Adam, and Andrew Berg). Also included in this issue are updates on the IMF’s official journal, the IMF Economic Review, and recommended readings from IMF Publications.

Commodity Prices and Markets

Author : Takatoshi Ito
Publisher : University of Chicago Press
ISBN 13 : 0226386899
Total Pages : 346 pages
Book Rating : 4.2/5 (263 download)

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Book Synopsis Commodity Prices and Markets by : Takatoshi Ito

Download or read book Commodity Prices and Markets written by Takatoshi Ito and published by University of Chicago Press. This book was released on 2011-03 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fluctuations of commodity prices, most notably of oil, capture considerable attention and have been tied to important economic effects. This book advances our understanding of the consequences of these fluctuations, providing both general analysis and a particular focus on the countries of the Pacific Rim.

Quarterly Projection Model for Vietnam: A Hybrid Approach for Monetary Policy Implementation

Author : Mr. Natan P. Epstein
Publisher : International Monetary Fund
ISBN 13 :
Total Pages : 36 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Quarterly Projection Model for Vietnam: A Hybrid Approach for Monetary Policy Implementation by : Mr. Natan P. Epstein

Download or read book Quarterly Projection Model for Vietnam: A Hybrid Approach for Monetary Policy Implementation written by Mr. Natan P. Epstein and published by International Monetary Fund. This book was released on 2022-06-24 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: We present a newly developed Quarterly Projection Model (QPM) for Vietnam. This QPM represents an extended version of the canonical New Keynesian semi-structural model, accounting for Vietnam-specific factors, including a hybrid monetary policy framework. The model incorporates the array of policy instruments, specifically interest rates, indicative nominal credit growth guidance, and exchange rate interventions, that the authorities employ to meet the primary objective of price stability. The calibrated model embeds a theoretically consistent monetary transmission mechanism and demonstrates robust in-sample forecasting accuracy, both of which are important prerequisites for the richer analysis and forecast-based narratives that support a forward-looking monetary policy regime.

A Small Quarterly Multi-country Projection Model with Financial-real Linkages and Oil Prices

Author :
Publisher :
ISBN 13 :
Total Pages : 76 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis A Small Quarterly Multi-country Projection Model with Financial-real Linkages and Oil Prices by :

Download or read book A Small Quarterly Multi-country Projection Model with Financial-real Linkages and Oil Prices written by and published by . This book was released on 2008 with total page 76 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the third of a series of papers that are being written as part of a larger project to estimate a small quarterly Global Projection Model (GPM). The GPM project is designed to improve the toolkit for studying both own-country and cross-country linkages. In this paper, we estimate a small quarterly projection model of the US, Euro Area, and Japanese economies that incorporates oil prices and allows us to trace out the effects of shocks to oil prices. The model is estimated with Bayesian techniques. We show how the model can be used to construct efficient baseline forecasts that incorporate judgment imposed on the near-term outlook.

Inflation Expectations

Author : Peter J. N. Sinclair
Publisher : Routledge
ISBN 13 : 1135179778
Total Pages : 402 pages
Book Rating : 4.1/5 (351 download)

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Book Synopsis Inflation Expectations by : Peter J. N. Sinclair

Download or read book Inflation Expectations written by Peter J. N. Sinclair and published by Routledge. This book was released on 2009-12-16 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: Inflation is regarded by the many as a menace that damages business and can only make life worse for households. Keeping it low depends critically on ensuring that firms and workers expect it to be low. So expectations of inflation are a key influence on national economic welfare. This collection pulls together a galaxy of world experts (including Roy Batchelor, Richard Curtin and Staffan Linden) on inflation expectations to debate different aspects of the issues involved. The main focus of the volume is on likely inflation developments. A number of factors have led practitioners and academic observers of monetary policy to place increasing emphasis recently on inflation expectations. One is the spread of inflation targeting, invented in New Zealand over 15 years ago, but now encompassing many important economies including Brazil, Canada, Israel and Great Britain. Even more significantly, the European Central Bank, the Bank of Japan and the United States Federal Bank are the leading members of another group of monetary institutions all considering or implementing moves in the same direction. A second is the large reduction in actual inflation that has been observed in most countries over the past decade or so. These considerations underscore the critical – and largely underrecognized - importance of inflation expectations. They emphasize the importance of the issues, and the great need for a volume that offers a clear, systematic treatment of them. This book, under the steely editorship of Peter Sinclair, should prove very important for policy makers and monetary economists alike.

Commodity Price Dynamics

Author : Craig Pirrong
Publisher : Cambridge University Press
ISBN 13 : 1139501976
Total Pages : 238 pages
Book Rating : 4.1/5 (395 download)

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Book Synopsis Commodity Price Dynamics by : Craig Pirrong

Download or read book Commodity Price Dynamics written by Craig Pirrong and published by Cambridge University Press. This book was released on 2011-10-31 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: Commodities have become an important component of many investors' portfolios and the focus of much political controversy over the past decade. This book utilizes structural models to provide a better understanding of how commodities' prices behave and what drives them. It exploits differences across commodities and examines a variety of predictions of the models to identify where they work and where they fail. The findings of the analysis are useful to scholars, traders and policy makers who want to better understand often puzzling - and extreme - movements in the prices of commodities from aluminium to oil to soybeans to zinc.

The Future of Oil and Fiscal Sustainability in the GCC Region

Author : Mr.Tokhir N Mirzoev
Publisher : International Monetary Fund
ISBN 13 : 1513525905
Total Pages : 55 pages
Book Rating : 4.5/5 (135 download)

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Book Synopsis The Future of Oil and Fiscal Sustainability in the GCC Region by : Mr.Tokhir N Mirzoev

Download or read book The Future of Oil and Fiscal Sustainability in the GCC Region written by Mr.Tokhir N Mirzoev and published by International Monetary Fund. This book was released on 2020-02-06 with total page 55 pages. Available in PDF, EPUB and Kindle. Book excerpt: The oil market is undergoing fundamental change. New technologies are increasing the supply of oil from old and new sources, while rising concerns over the environment are seeing the world gradually moving away from oil. This spells a significant challenge for oil-exporting countries, including those of the Gulf Cooperation Council (GCC) who account for a fifth of the world’s oil production. The GCC countries have recognized the need to reduce their reliance on oil and are all implementing reforms to diversify their economies as well as fiscal and external revenues. Nevertheless, as global oil demand is expected to peak in the next two decades, the associated fiscal imperative could be both larger and more urgent than implied by the GCC countries’ existing plans.

Oil Price Volatility and the Role of Speculation

Author : Samya Beidas-Strom
Publisher : International Monetary Fund
ISBN 13 : 1498333486
Total Pages : 34 pages
Book Rating : 4.4/5 (983 download)

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Book Synopsis Oil Price Volatility and the Role of Speculation by : Samya Beidas-Strom

Download or read book Oil Price Volatility and the Role of Speculation written by Samya Beidas-Strom and published by International Monetary Fund. This book was released on 2014-12-12 with total page 34 pages. Available in PDF, EPUB and Kindle. Book excerpt: How much does speculation contribute to oil price volatility? We revisit this contentious question by estimating a sign-restricted structural vector autoregression (SVAR). First, using a simple storage model, we show that revisions to expectations regarding oil market fundamentals and the effect of mispricing in oil derivative markets can be observationally equivalent in a SVAR model of the world oil market à la Kilian and Murphy (2013), since both imply a positive co-movement of oil prices and inventories. Second, we impose additional restrictions on the set of admissible models embodying the assumption that the impact from noise trading shocks in oil derivative markets is temporary. Our additional restrictions effectively put a bound on the contribution of speculation to short-term oil price volatility (lying between 3 and 22 percent). This estimated short-run impact is smaller than that of flow demand shocks but possibly larger than that of flow supply shocks.

Quarterly Projection Model for India

Author : Mr.Jaromir Benes
Publisher : International Monetary Fund
ISBN 13 : 1475578709
Total Pages : 41 pages
Book Rating : 4.4/5 (755 download)

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Book Synopsis Quarterly Projection Model for India by : Mr.Jaromir Benes

Download or read book Quarterly Projection Model for India written by Mr.Jaromir Benes and published by International Monetary Fund. This book was released on 2017-02-13 with total page 41 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper outlines the key features of the production version of the quarterly projection model (QPM), which is a forward-looking open-economy gap model, calibrated to represent the Indian case, for generating forecasts and risk assessment as well as conducting policy analysis. QPM incorporates several India-specific features like the importance of the agricultural sector and food prices in the inflation process; features of monetary policy transmission and implications of an endogenous credibility process for monetary policy formulation. The paper also describes key properties and historical decompositions of some important macroeconomic variables.

A Practical Guide to Forecasting Financial Market Volatility

Author : Ser-Huang Poon
Publisher : John Wiley & Sons
ISBN 13 : 0470856157
Total Pages : 236 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis A Practical Guide to Forecasting Financial Market Volatility by : Ser-Huang Poon

Download or read book A Practical Guide to Forecasting Financial Market Volatility written by Ser-Huang Poon and published by John Wiley & Sons. This book was released on 2005-08-19 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial market volatility forecasting is one of today's most important areas of expertise for professionals and academics in investment, option pricing, and financial market regulation. While many books address financial market modelling, no single book is devoted primarily to the exploration of volatility forecasting and the practical use of forecasting models. A Practical Guide to Forecasting Financial Market Volatility provides practical guidance on this vital topic through an in-depth examination of a range of popular forecasting models. Details are provided on proven techniques for building volatility models, with guide-lines for actually using them in forecasting applications.

Advances in Markov-Switching Models

Author : James D. Hamilton
Publisher : Springer Science & Business Media
ISBN 13 : 3642511821
Total Pages : 267 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis Advances in Markov-Switching Models by : James D. Hamilton

Download or read book Advances in Markov-Switching Models written by James D. Hamilton and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of state-of-the-art papers on the properties of business cycles and financial analysis. The individual contributions cover new advances in Markov-switching models with applications to business cycle research and finance. The introduction surveys the existing methods and new results of the last decade. Individual chapters study features of the U. S. and European business cycles with particular focus on the role of monetary policy, oil shocks and co movements among key variables. The short-run versus long-run consequences of an economic recession are also discussed. Another area that is featured is an extensive analysis of currency crises and the possibility of bubbles or fads in stock prices. A concluding chapter offers useful new results on testing for this kind of regime-switching behaviour. Overall, the book provides a state-of-the-art over view of new directions in methods and results for estimation and inference based on the use of Markov-switching time-series analysis. A special feature of the book is that it includes an illustration of a wide range of applications based on a common methodology. It is expected that the theme of the book will be of particular interest to the macroeconomics readers as well as econometrics professionals, scholars and graduate students. We wish to express our gratitude to the authors for their strong contributions and the reviewers for their assistance and careful attention to detail in their reports.