Download or read book Alternative Measures of Volatility in Agricultural Futures Markets written by Yuanfang Wang and published by . This book was released on 2005 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: The three essays of this thesis focus on modeling and forecasting agricultural futures market volatility utilizing two nonparametric volatility measures, realized volatility and range-based volatility. Special attention is given to comparing the performance of time series models used previously in the literature with these two measures. The first essay investigates the properties of realized volatility in the soybean futures market. The results indicate that the distributional properties of realized volatility based on 5-minute returns largely correspond with existing literature. The findings of three volatility measures confirm that the Mixture-of-Distributions-Hypothesis (MDH) is valid. In contrast, the standardized daily returns display some different properties compared with stock and exchange rate data. Moreover, the parametric ARFIMA and GARCH models reflect same patterns as described in nonparametric analysis. The second essay compares the performance of GARCH models, range-based GARCH models, and log-range based simple regression models in terms of their forecasting abilities. Realized volatility is used as the forecasting evaluation criterion. In-sample fitting results reveal that range-based GARCH models outperform standard GARCH models. Out-of-sample tests indicate that GARCH models extended with daily ranges work better than the log-range based ARMA models. The third essay examines the economic value of realized volatility in the context of hedging. Specifically, it provides an analysis of incorporating information contained in intraday prices into multivariate GARCH models and evaluates the statistical performance of the augmented GARCH models. Then, effectiveness of different optimal hedge ratios depending on different estimation procedures is compared by examining the in-sample and out-of-sample performance of the ratios. Results reveal that the use of the augmented GARCH models, while statistically appropriate, provides only marginal gains to the hedger.

Download or read book Food Price Volatility and Its Implications for Food Security and Policy written by Matthias Kalkuhl and published by Springer. This book was released on 2016-04-12 with total page 620 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides fresh insights into concepts, methods and new research findings on the causes of excessive food price volatility. It also discusses the implications for food security and policy responses to mitigate excessive volatility. The approaches applied by the contributors range from on-the-ground surveys, to panel econometrics and innovative high-frequency time series analysis as well as computational economics methods. It offers policy analysts and decision-makers guidance on dealing with extreme volatility.

Download or read book Forecasting Volatility in Agricultural Commodities Markets Considering Market Structural Breaks written by Mario Amado Ortez Amador and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This decade has seen movements in commodity futures markets never seen before. There are many factors that have intensified price movements and volatility behavior. Those factors likely altering supply and demand include governmental policy within and outside of the U.S, weather shocks, geopolitical conflicts, food safety concerns etc. Whatever the reasons are for price movements it is clear that the volatility behavior in commodity markets constantly change, and risk managers need to use current and efficient tools to mitigate price risk. This study identified market structural breaks of realized volatility in corn, wheat, soybeans, live cattle, feeder cattle and lean hogs futures markets. Furthermore, this study analyzes the forecasting performance of implied volatility, historical volatility, a composite approach and a naive approach as forecasters of realized volatility. The forecasting performance of these methods was analyzed in the full period of time of our weekly data from January 1995 to April 2014 and in each identified market regime for each commodity. Previous research has analyzed forecasting performance of implied volatility, a time series alternative and a composite method. However, to the best of my knowledge, they have not worried about market structural breaks in the data that might influence the performance of the mentioned forecasting methods in different periods of time. Overall, results indicate that indeed there are multiple market structural breaks present in the volatility datasets across all six commodities. We found differences in the forecasting performance of the analyzed methods when individual market regimes were analyzed. There seems to be evidence that corroborates the idea in the literature about the superiority of implied volatility over a historical volatility, a composite approach and a naive approach. Additionally, implied volatility encompassed all the information contained in the historical volatility and the naive measure across each identified market regime in all six commodities. Our results show that when both implied volatility and historical volatility are available, the benefit of combining those measures into a composite forecasting approach is very limited. Our results hold true for a short term 1 week ahead realized volatility forecast. It would be of interest to see how results vary for longer forecasting time horizons.

Download or read book The Economics of Food Price Volatility written by Jean-Paul Chavas and published by University of Chicago Press. This book was released on 2014-10-14 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The conference was organized by the three editors of this book and took place on August 15-16, 2012 in Seattle."--Preface.

Download or read book Methods to Analyse Agricultural Commodity Price Volatility written by Isabelle Piot-Lepetit and published by Springer Science & Business Media. This book was released on 2011-06-10 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the issue of price volatility in agricultural commodities markets and how this phenomenon has evolved in recent years. The factors underlying the price spike of 2007-08 appear to be global and macroeconomic in nature, including the rapid growth in demand by developing countries, the international financial crisis, and exchange rate movements. Some of these factors are new, appearing as influences on price volatility only in the last decade. Although volatility has always been a feature of agricultural commodity markets, the evidence suggests that volatility has increased in certain commodity markets. A growing problem is that agricultural price shocks and volatility disrupt agricultural markets, economic incentives and incomes. With increased globalization and integration of financial and energy markets with agricultural commodity markets, the relationships between markets are expanding and becoming more complex. When a crisis such as a regional drought, food safety scare or a financial crisis hits a particular market, policy-makers often do not know the extent to which it will impact on other markets and affect producer, consumer and trader decisions. Including contributions from experts at the World Bank, the Food and Agriculture Organization of the United Nations, the USDA, and the European Commission, the research developed throughout the chapters of this book is based on current methodologies that can be used to analyze price volatility and provide directions for understanding this volatility and the development of new agricultural policies. The book highlights the challenges facing policy makers in dealing with the changing nature of agricultural commodities markets, and offers recommendations for anticipating price movements and managing their consequences. It will be a practical guide for both present and future policy-makers in deciding on potential price-stabilizing interventions, and will also serve as a useful resource for researchers and students in agricultural economics.

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 239 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.

Download or read book Recent Advances and Applications in Alternative Investments written by Zopounidis, Constantin and published by IGI Global. This book was released on 2020-02-07 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, there has been a swell of investment opportunities in contemporary asset classes that have gained considerable attention, including cryptocurrencies, hedge funds, and private equity. These alternative investments provide the opportunity to enhance the diversification of financial portfolios and harvest risk premiums that traditional assets like stocks and bonds fail to provide. The emergence of these new properties has created the need to further understand the mechanics, risks, and returns of alternative investments. Recent Advances and Applications in Alternative Investments is a pivotal reference source that provides vital research on the emergence and development of complementary asset classes in the field of finance and investment. While highlighting topics such as carbon emission markets, renewable energy, and digital currencies, this publication explores modern investment strategies as well as the latest products and new types of risk. This book is ideally designed for managers, strategists, accountants, financial professionals, economists, brokers, investors, business practitioners, policymakers, researchers, and academicians seeking current research on contemporary developments in investment strategies and alternative assets.

Download or read book Volatility and Time Series Econometrics written by Mark Watson and published by Oxford University Press. This book was released on 2010-02-11 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: A volume that celebrates and develops the work of Nobel Laureate Robert Engle, it includes original contributions from some of the world's leading econometricians that further Engle's work in time series economics

Download or read book Safeguarding Food Security in Volatile Global Markets written by Adam Prakash and published by Bright Sparks. This book was released on 2011 with total page 620 pages. Available in PDF, EPUB and Kindle. Book excerpt: A timely publication as world leaders deliberate the causes of the latest bouts of food price volatility and search for solutions that address the recent velocity of financial, economic, political, demographic, and climatic change. As a collection compiled from a diverse group of economists, analysts, traders, institutions and policy formulators - comprising multiple methodologies and viewpoints - the book exposes the impact of volatility on global food security, with particular focus on the world's most vulnerable.

Download or read book Debt Risk and Liquidity in Futures Markets written by Barry Goss and published by Routledge. This book was released on 2007-09-17 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: The issues of developing country debt crises, increased volatility and risk, and the determination of market liquidity are high on the agendas of policy makers, market participants and researchers in the area of financial markets. These issues are also of major importance to regulators and exchange officials. This book contains a collection of eigh

Download or read book Market Liquidity written by Yakov Amihud and published by Cambridge University Press. This book was released on 2013 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the effect of liquidity on asset prices, liquidity variations over time and how liquidity risk affects prices.

Download or read book Reflections on the Global Food Crisis written by Derek Headey and published by Intl Food Policy Res Inst. This book was released on 2010 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: The dramatic surge in food prices from 2005 to 2008 seriously threatened the world's poor, who struggle to buy food even under normal circumstances, and led to protests and riots in the developing world. The crisis eventually receded, but such surges could recur unless steps are taken to prevent them. Using up-to-date information, the authors of Reflections on the Global Food Crisis identify the key causes of the food price surge, its consequences for global poverty, and the challenges involved in preventing another crisis. Breaking from many earlier interpretations, the authors conclude that the crisis was not primarily fostered by increased demand for meat products in rising economies such as China and India or by declines in agricultural yields or food stocks, or by futures market speculation. Instead, they attribute the rising food prices to a combination of rising energy prices, growing demand for biofuels, the U.S. dollar depreciation; and various trade shocks related to export restrictions, panic purchases and unfavorable weather. As part of their analysis, the authors also provide the first comprehensive review of both the macroeconomic and microeconomic consequences of the crisis, as well as a detailed comparison of the current crisis with the food price crisis of 1974. To prevent another crisis, the authors conclude that the global food system should be reformed through several key steps: make trade in agricultural commodities more free yet more secure; address long-term threats to agricultural productivity, such as climate change and resource degradation; scale up social protection in potentially food insecure countries; and encourage agricultural production in at least some of the countries now heavily dependent on food imports. Reflections on the Global Food Crisis will be a valuable resource for policymakers, development specialists, and others concerned with the world's poorest people.

Download or read book Trading and Hedging with Agricultural Futures and Options written by James B. Bittman and published by John Wiley & Sons. This book was released on 2012-10-10 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today's Premier Guidebook for Understanding Agricultural Options and Making Them a Key Part of Your Trading and Risk Management Strategy Agricultural futures and options represent a vital niche in today's options trading world. Trading and Hedging with Agricultural Futures and Options takes an in-depth look at these valuable trading tools, and presents clear, proven strategies and techniques for both hedgers and traders to achieve their goals while minimizing risk. Relying on nuts-and-bolts techniques and examples as opposed to the mathematical models and theory favored by other options-trading manuals this practical, hands-on book discusses many topics, including: How hedgers and traders can use options effectively with realistic expectations Methods to understand price behavior including the "Greeks" (delta, gamma, vega, and theta) The importance of volatility and little-known ways to make it work to your advantage For producers and processors, agricultural futures and options are necessary components for controlling costs and hedging risks. For traders, they are proven vehicles for earning exceptional risk-adjusted profits. Whichever side of the aisle you are on, Trading and Hedging with Agricultural Futures and Options will provide you with the answers you need to effectively use these versatile tools and make them an integral part of your business.

Download or read book Managing Climate Risk in the U S Financial System written by Leonardo Martinez-Diaz and published by U.S. Commodity Futures Trading Commission . This book was released on 2020-09-09 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: This publication serves as a roadmap for exploring and managing climate risk in the U.S. financial system. It is the first major climate publication by a U.S. financial regulator. The central message is that U.S. financial regulators must recognize that climate change poses serious emerging risks to the U.S. financial system, and they should move urgently and decisively to measure, understand, and address these risks. Achieving this goal calls for strengthening regulators’ capabilities, expertise, and data and tools to better monitor, analyze, and quantify climate risks. It calls for working closely with the private sector to ensure that financial institutions and market participants do the same. And it calls for policy and regulatory choices that are flexible, open-ended, and adaptable to new information about climate change and its risks, based on close and iterative dialogue with the private sector. At the same time, the financial community should not simply be reactive—it should provide solutions. Regulators should recognize that the financial system can itself be a catalyst for investments that accelerate economic resilience and the transition to a net-zero emissions economy. Financial innovations, in the form of new financial products, services, and technologies, can help the U.S. economy better manage climate risk and help channel more capital into technologies essential for the transition. https://doi.org/10.5281/zenodo.5247742

Download or read book Research Anthology on Macroeconomics and the Achievement of Global Stability written by Management Association, Information Resources and published by IGI Global. This book was released on 2022-08-05 with total page 1953 pages. Available in PDF, EPUB and Kindle. Book excerpt: The COVID-19 pandemic has shocked economies around the world and created an era of global instability. As the pandemic comes to a close, it is essential to examine global economies in order to achieve and maintain global stability. By maintaining global stability, the world may be prepared for future economic shocks. The Research Anthology on Macroeconomics and the Achievement of Global Stability discusses the emerging opportunities, challenges, and strategies within the field of macroeconomics. It features advancements in the field that encourage global economic stability. Covering topics such as Islamic banking, international trade, and Econophysics, this major reference work is an ideal resource for economists, government leaders and officials, business leaders and executives, finance professionals, students and educators of higher education, librarians, researchers, and academicians.

Download or read book Volatility and Correlation written by Riccardo Rebonato and published by John Wiley & Sons. This book was released on 2005-07-08 with total page 864 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Volatility and Correlation 2nd edition: The Perfect Hedger and the Fox, Rebonato looks at derivatives pricing from the angle of volatility and correlation. With both practical and theoretical applications, this is a thorough update of the highly successful Volatility & Correlation – with over 80% new or fully reworked material and is a must have both for practitioners and for students. The new and updated material includes a critical examination of the ‘perfect-replication’ approach to derivatives pricing, with special attention given to exotic options; a thorough analysis of the role of quadratic variation in derivatives pricing and hedging; a discussion of the informational efficiency of markets in commonly-used calibration and hedging practices. Treatment of new models including Variance Gamma, displaced diffusion, stochastic volatility for interest-rate smiles and equity/FX options. The book is split into four parts. Part I deals with a Black world without smiles, sets out the author’s ‘philosophical’ approach and covers deterministic volatility. Part II looks at smiles in equity and FX worlds. It begins with a review of relevant empirical information about smiles, and provides coverage of local-stochastic-volatility, general-stochastic-volatility, jump-diffusion and Variance-Gamma processes. Part II concludes with an important chapter that discusses if and to what extent one can dispense with an explicit specification of a model, and can directly prescribe the dynamics of the smile surface. Part III focusses on interest rates when the volatility is deterministic. Part IV extends this setting in order to account for smiles in a financially motivated and computationally tractable manner. In this final part the author deals with CEV processes, with diffusive stochastic volatility and with Markov-chain processes. Praise for the First Edition: “In this book, Dr Rebonato brings his penetrating eye to bear on option pricing and hedging.... The book is a must-read for those who already know the basics of options and are looking for an edge in applying the more sophisticated approaches that have recently been developed.” —Professor Ian Cooper, London Business School “Volatility and correlation are at the very core of all option pricing and hedging. In this book, Riccardo Rebonato presents the subject in his characteristically elegant and simple fashion...A rare combination of intellectual insight and practical common sense.” —Anthony Neuberger, London Business School

Download or read book Handbook of Financial Econometrics written by Yacine Ait-Sahalia and published by Elsevier. This book was released on 2009-10-19 with total page 809 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection of original articles—8 years in the making—shines a bright light on recent advances in financial econometrics. From a survey of mathematical and statistical tools for understanding nonlinear Markov processes to an exploration of the time-series evolution of the risk-return tradeoff for stock market investment, noted scholars Yacine Aït-Sahalia and Lars Peter Hansen benchmark the current state of knowledge while contributors build a framework for its growth. Whether in the presence of statistical uncertainty or the proven advantages and limitations of value at risk models, readers will discover that they can set few constraints on the value of this long-awaited volume. - Presents a broad survey of current research—from local characterizations of the Markov process dynamics to financial market trading activity - Contributors include Nobel Laureate Robert Engle and leading econometricians - Offers a clarity of method and explanation unavailable in other financial econometrics collections