A New Framework to Estimate the Risk-Neutral Probability Density Functions Embedded in Options Prices

A New Framework to Estimate the Risk-Neutral Probability Density Functions Embedded in Options Prices
Title A New Framework to Estimate the Risk-Neutral Probability Density Functions Embedded in Options Prices PDF eBook
Author Mr.Kevin C. Cheng
Publisher International Monetary Fund
Pages 33
Release 2010-08-01
Genre Business & Economics
ISBN 1455202150

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Building on the widely-used double-lognormal approach by Bahra (1997), this paper presents a multi-lognormal approach with restrictions to extract risk-neutral probability density functions (RNPs) for various asset classes. The contributions are twofold: first, on the technical side, the paper proposes useful transformation/restrictions to Bahra’s original formulation for achieving economically sensible outcomes. In addition, the paper compares the statistical properties of the estimated RNPs among major asset classes, including commodities, the S&P 500, the dollar/euro exchange rate, and the US 10-year Treasury Note. Finally, a Monte Carlo study suggests that the multi-lognormal approach outperforms the double-lognormal approach.

Unconventional Monetary Policy and Asset Price Risk

Unconventional Monetary Policy and Asset Price Risk
Title Unconventional Monetary Policy and Asset Price Risk PDF eBook
Author Mr.Shaun K. Roache
Publisher International Monetary Fund
Pages 26
Release 2013-08-30
Genre Business & Economics
ISBN 1475544626

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We examine the effects of unconventional monetary policy (UMP) events in the United States on asset price risk using risk-neutral density functions estimated from options prices. Based on an event study including a key exchange rate, an equity index, and five commodities, we find that “tail risk” diminishes in the immediate aftermath of UMP events, particularly downside left tail risk. We also find that QE1 and QE3 had stronger effects than QE2. We conclude that UMP events that serve to ease policies can help to bolster market confidence in times of high uncertainty.

Measures of Fiscal Risk in Hydrocarbon-Exporting Countries

Measures of Fiscal Risk in Hydrocarbon-Exporting Countries
Title Measures of Fiscal Risk in Hydrocarbon-Exporting Countries PDF eBook
Author Carlos Caceres
Publisher International Monetary Fund
Pages 21
Release 2012-10-30
Genre Business & Economics
ISBN 1475530161

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The recent relatively high levels of global oil prices have led to a significant improvement in the public finances of several hydrocarbon-exporting countries. However, despite the increase in fiscal buffers, medium-term risks remain high. Fiscal vulnerabilities have increased as a consequence of the substantial spending packages that have been implemented in recent years. This has raised break-even prices—that is, the price levels that ensure that fiscal accounts are in balance at a given level of spending—in these countries. This study analyses such risks and develops measures of fiscal risk stemming from oil price fluctuations. An empirical application to hydrocarbon-exporting countries from the Middle East and North Africa region is included. Additionally, it is noted that countries with large net assets and proven oil reserves are much less vulnerable to fiscal risk than is indicated by standard measures based on break-even prices.

IMF Research Bulletin, December 2010

IMF Research Bulletin, December 2010
Title IMF Research Bulletin, December 2010 PDF eBook
Author International Monetary Fund. Research Dept.
Publisher International Monetary Fund
Pages 12
Release 2010-12-01
Genre Business & Economics
ISBN 1463904924

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The Q&A in this issue features seven questions about emerging markets and the financial crisis (by Ayhan Kose); the research summaries are "Tax Revenue Response to the Business Cycle" (by Cemile Sancak, Ricardo Velloso, and Jing Xing) and "Banking Crisis Resolution: Was this Time Different?" (by Luc Laeven and Fabian Valencia). The issue also lists the contents of the second issue of the IMF Economic Review, Volume 58 Number 2; visiting scholars at the IMF during October-December 2010; and recent IMF Working Papers and Staff Position Notes.

Systemic Contingent Claims Analysis

Systemic Contingent Claims Analysis
Title Systemic Contingent Claims Analysis PDF eBook
Author Mr.Andreas A. Jobst
Publisher International Monetary Fund
Pages 93
Release 2013-02-27
Genre Business & Economics
ISBN 1475557531

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The recent global financial crisis has forced a re-examination of risk transmission in the financial sector and how it affects financial stability. Current macroprudential policy and surveillance (MPS) efforts are aimed establishing a regulatory framework that helps mitigate the risk from systemic linkages with a view towards enhancing the resilience of the financial sector. This paper presents a forward-looking framework ("Systemic CCA") to measure systemic solvency risk based on market-implied expected losses of financial institutions with practical applications for the financial sector risk management and the system-wide capital assessment in top-down stress testing. The suggested approach uses advanced contingent claims analysis (CCA) to generate aggregate estimates of the joint default risk of multiple institutions as a conditional tail expectation using multivariate extreme value theory (EVT). In addition, the framework also helps quantify the individual contributions to systemic risk and contingent liabilities of the financial sector during times of stress.

Dynamic Asset Pricing Theory

Dynamic Asset Pricing Theory
Title Dynamic Asset Pricing Theory PDF eBook
Author Darrell Duffie
Publisher Princeton University Press
Pages 488
Release 2010-01-27
Genre Business & Economics
ISBN 1400829208

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This is a thoroughly updated edition of Dynamic Asset Pricing Theory, the standard text for doctoral students and researchers on the theory of asset pricing and portfolio selection in multiperiod settings under uncertainty. The asset pricing results are based on the three increasingly restrictive assumptions: absence of arbitrage, single-agent optimality, and equilibrium. These results are unified with two key concepts, state prices and martingales. Technicalities are given relatively little emphasis, so as to draw connections between these concepts and to make plain the similarities between discrete and continuous-time models. Readers will be particularly intrigued by this latest edition's most significant new feature: a chapter on corporate securities that offers alternative approaches to the valuation of corporate debt. Also, while much of the continuous-time portion of the theory is based on Brownian motion, this third edition introduces jumps--for example, those associated with Poisson arrivals--in order to accommodate surprise events such as bond defaults. Applications include term-structure models, derivative valuation, and hedging methods. Numerical methods covered include Monte Carlo simulation and finite-difference solutions for partial differential equations. Each chapter provides extensive problem exercises and notes to the literature. A system of appendixes reviews the necessary mathematical concepts. And references have been updated throughout. With this new edition, Dynamic Asset Pricing Theory remains at the head of the field.

Volatility and Time Series Econometrics

Volatility and Time Series Econometrics
Title Volatility and Time Series Econometrics PDF eBook
Author Mark Watson
Publisher Oxford University Press
Pages 432
Release 2010-02-11
Genre Business & Economics
ISBN 0199549494

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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