Modeling and Forecasting Primary Commodity Prices PDF Download
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Author: Walter C. Labys
Publisher: Taylor & Francis
ISBN: 1351917099
Category : Business & Economics
Languages : en
Pages : 260
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Book Description
Recent economic growth in China and other Asian countries has led to increased commodity demand which has caused price rises and accompanying price fluctuations not only for crude oil but also for the many other raw materials. Such trends mean that world commodity markets are once again under intense scrutiny. This book provides new insights into the modeling and forecasting of primary commodity prices by featuring comprehensive applications of the most recent methods of statistical time series analysis. The latter utilize econometric methods concerned with structural breaks, unobserved components, chaotic discovery, long memory, heteroskedasticity, wavelet estimation and fractional integration. Relevant tests employed include neural networks, correlation dimensions, Lyapunov exponents, fractional integration and rescaled range. The price forecasting involves structural time series trend plus cycle and cyclical trend models. Practical applications focus on the price behaviour of more than twenty international commodity markets.
Author: Walter C. Labys
Publisher: Taylor & Francis
ISBN: 1351917099
Category : Business & Economics
Languages : en
Pages : 260
Get Book Here
Book Description
Recent economic growth in China and other Asian countries has led to increased commodity demand which has caused price rises and accompanying price fluctuations not only for crude oil but also for the many other raw materials. Such trends mean that world commodity markets are once again under intense scrutiny. This book provides new insights into the modeling and forecasting of primary commodity prices by featuring comprehensive applications of the most recent methods of statistical time series analysis. The latter utilize econometric methods concerned with structural breaks, unobserved components, chaotic discovery, long memory, heteroskedasticity, wavelet estimation and fractional integration. Relevant tests employed include neural networks, correlation dimensions, Lyapunov exponents, fractional integration and rescaled range. The price forecasting involves structural time series trend plus cycle and cyclical trend models. Practical applications focus on the price behaviour of more than twenty international commodity markets.
Author: Takatoshi Ito
Publisher: University of Chicago Press
ISBN: 0226386899
Category : Business & Economics
Languages : en
Pages : 346
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Book Description
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.
Author: Lukas Boer
Publisher: International Monetary Fund
ISBN: 1513599372
Category : Business & Economics
Languages : en
Pages : 41
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Book Description
The energy transition requires substantial amounts of metals such as copper, nickel, cobalt and lithium. Are these metals a key bottleneck? We identify metal-specific demand shocks, estimate supply elasticities and pin down the price impact of the energy transition in a structural scenario analysis. Metal prices would reach historical peaks for an unprecedented, sustained period in a net-zero emissions scenario. The total value of metals production would rise more than four-fold for the period 2021 to 2040, rivaling the total value of crude oil production. Metals are a potentially important input into integrated assessments models of climate change.
Author: Craig Pirrong
Publisher: Cambridge University Press
ISBN: 1139501976
Category : Business & Economics
Languages : en
Pages : 239
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Book Description
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.
Author: Mr. Christian Bogmans
Publisher: International Monetary Fund
ISBN: 155775246X
Category : Business & Economics
Languages : en
Pages : 40
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Book Description
We study how two aspects of food insecurity - caloric insufficiency and diet composition - are affected by aggregate economic fluctuations. The use of cross-country panel data allows us to adopt a global prospective on the identification of the macroeconomic determinants of food insecurity. Income shocks are the most relevant driver of food insecurity, displaying high elasticities at the early stages of economic development. The role of food price shocks is more limited. Social protection has a direct effect and mitigates the impact of income shocks. Effects are highly heterogeneous across a range of structural characteristics of the economy, highlighting the role of distributional aspects and of food import dependency.
Author: Stijn Claessens
Publisher: World Bank Publications
ISBN:
Category : Business & Economics
Languages : en
Pages : 490
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Book Description
Primary commodities represent more than one-half of the export earnings of many developing countries. The large fluctuations that can occur in the prices of such commodities are therefore a main economic difficulty for these countries. New financial techniques can lower the risk caused by these price changes over longer periods and allow financial obligations to be linked to commodity prices. But few developing countries have used these techniques. This book shows policymakers in developing countries how to use the full range of new and established financial techniques. Through case studies, it provides detailed information about the techniques, analyzes the institutional constraints on them, and illustrates the kinds of technical assistance needed to make good use of them. It also describes the instruments, the markets, and the current regulatory framework. For the past several years, the World Bank has assisted developing countries in managing commodity price risk. The book draws extensively on the lessons learned from this assistance to demonstrate that developing countries can benefit significantly from using financial techniques to manage their risk.
Author: Bertrand Gruss
Publisher: International Monetary Fund
ISBN: 1484393856
Category : Business & Economics
Languages : en
Pages : 38
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Book Description
This paper presents a comprehensive database of country-specific commodity price indices for 182 economies covering the period 1962-2018. For each country, the change in the international price of up to 45 individual commodities is weighted using commodity-level trade data. The database includes a commodity terms-of-trade index—which proxies the windfall gains and losses of income associated with changes in world prices—as well as additional country-specific series, including commodity export and import price indices. We provide indices that are constructed using, alternatively, fixed weights (based on average trade flows over several decades) and time-varying weights (which can account for time variation in the mix of commodities traded and the overall importance of commodities in economic activity). The paper also discusses the dynamics of commodity terms of trade across country groups and their influence on key macroeconomic aggregates.
Author: International Monetary Fund
Publisher: International Monetary Fund
ISBN: 1451953089
Category : Business & Economics
Languages : en
Pages : 46
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Book Description
Commodity prices may be a leading indicator of inflation, because of the relative importance of flexible auction markets for the determination of these prices. Empirical tests using data for the large industrial countries as a group suggest that changes in commodity prices tend to lead those in consumer prices, and that the inclusion of commodity prices significantly improves the fit of regressions of a multi-country consumer price index. However, there does not appear to be a reliable long-run relationship between the level of commodity prices and the level of consumer prices.
Author: International Monetary Fund. Commodities Division
Publisher:
ISBN:
Category : Business & Economics
Languages : en
Pages : 116
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Book Description
Author: International Monetary Fund. Research Dept.
Publisher: International Monetary Fund
ISBN: 1475507038
Category : Business & Economics
Languages : en
Pages : 299
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Book Description
The April 2012 issue of the World Economic Outlook assesses the prospects for the global economy, which has gradually strengthened after a major setback during 2011. The threat of a sharp global slowdown eased with improved activity in the United States and better policies in the euro area. Weak recovery will likely resume in the major advanced economies, and activity will remain relatively solid in most emerging and developing economies. However, recent improvements are very fragile. Policymakers must calibrate policies to support growth in the near term and must implement fundamental changes to achieve healthy growth in the medium term. Chapter 3 examines how policies directed at real estate markets can accelerate the improvement of household balance sheets and thus support otherwise anemic consumption. Chapter 4 examines how swings in commodity prices affect commodity-exporting economies, many of which have experienced a decade of good growth. With commodity prices unlikely to continue growing at the recent elevated pace, however, these economies may have to adapt their fiscal and other policies to lower potential output growth in the future.
