Valuation of FX Barrier Options Under Stochastic Volatility

Valuation of FX Barrier Options Under Stochastic Volatility PDF Author: David Heath
Publisher:
ISBN:
Category : Hedging (Finance)
Languages : en
Pages : 21

Book Description


Value of FX Barrier Options Under Stochastic Volatility

Value of FX Barrier Options Under Stochastic Volatility PDF Author: D. Heath
Publisher:
ISBN:
Category : Foreign exchange rates
Languages : en
Pages : 21

Book Description


FX Barrier Options

FX Barrier Options PDF Author: Zareer Dadachanji
Publisher: Springer
ISBN: 1137462752
Category : Business & Economics
Languages : en
Pages : 274

Book Description
Barrier options are a class of highly path-dependent exotic options which present particular challenges to practitioners in all areas of the financial industry. They are traded heavily as stand-alone contracts in the Foreign Exchange (FX) options market, their trading volume being second only to that of vanilla options. The FX options industry has correspondingly shown great innovation in this class of products and in the models that are used to value and risk-manage them. FX structured products commonly include barrier features, and in order to analyse the effects that these features have on the overall structured product, it is essential first to understand how individual barrier options work and behave. FX Barrier Options takes a quantitative approach to barrier options in FX environments. Its primary perspectives are those of quantitative analysts, both in the front office and in control functions. It presents and explains concepts in a highly intuitive manner throughout, to allow quantitatively minded traders, structurers, marketers, salespeople and software engineers to acquire a more rigorous analytical understanding of these products. The book derives, demonstrates and analyses a wide range of models, modelling techniques and numerical algorithms that can be used for constructing valuation models and risk-management methods. Discussions focus on the practical realities of the market and demonstrate the behaviour of models based on real and recent market data across a range of currency pairs. It furthermore offers a clear description of the history and evolution of the different types of barrier options, and elucidates a great deal of industry nomenclature and jargon.

Pricing Window Barrier Options with a Hybrid Stochastic-Local Volatility Model

Pricing Window Barrier Options with a Hybrid Stochastic-Local Volatility Model PDF Author: Yu Tian
Publisher:
ISBN:
Category :
Languages : en
Pages : 8

Book Description
In this paper, we present our research on pricing window barrier options under a hybrid stochastic-local volatility (SLV) model in the foreign exchange (FX) market. Due to the hybrid effect of the local volatility and stochastic volatility components of the model, the SLV model can reproduce the market implied volatility surface, and can improve the pricing accuracy for exotic options at the same time. In this paper, numerical techniques such as Monte Carlo and finite difference methods for standard exotic barrier options under the SLV model are extended to pricing window barrier options and numerical results produced by the SLV model are used to examine the performance and accuracy of the model for pricing window barrier options.

On the Valuation of Fader and Discrete Barrier Options in Heston's Stochastic Volatility Model

On the Valuation of Fader and Discrete Barrier Options in Heston's Stochastic Volatility Model PDF Author: Susanne Griebsch
Publisher:
ISBN:
Category :
Languages : en
Pages : 33

Book Description


Foreign Exchange Option Pricing

Foreign Exchange Option Pricing PDF Author: Iain J. Clark
Publisher: John Wiley & Sons
ISBN: 1119978602
Category : Business & Economics
Languages : en
Pages : 308

Book Description
This book covers foreign exchange options from the point of view of the finance practitioner. It contains everything a quant or trader working in a bank or hedge fund would need to know about the mathematics of foreign exchange—not just the theoretical mathematics covered in other books but also comprehensive coverage of implementation, pricing and calibration. With content developed with input from traders and with examples using real-world data, this book introduces many of the more commonly requested products from FX options trading desks, together with the models that capture the risk characteristics necessary to price these products accurately. Crucially, this book describes the numerical methods required for calibration of these models – an area often neglected in the literature, which is nevertheless of paramount importance in practice. Thorough treatment is given in one unified text to the following features: Correct market conventions for FX volatility surface construction Adjustment for settlement and delayed delivery of options Pricing of vanillas and barrier options under the volatility smile Barrier bending for limiting barrier discontinuity risk near expiry Industry strength partial differential equations in one and several spatial variables using finite differences on nonuniform grids Fourier transform methods for pricing European options using characteristic functions Stochastic and local volatility models, and a mixed stochastic/local volatility model Three-factor long-dated FX model Numerical calibration techniques for all the models in this work The augmented state variable approach for pricing strongly path-dependent options using either partial differential equations or Monte Carlo simulation Connecting mathematically rigorous theory with practice, this is the essential guide to foreign exchange options in the context of the real financial marketplace.

FX Market Behavior and Valuation

FX Market Behavior and Valuation PDF Author: Harvey J. Stein
Publisher:
ISBN:
Category :
Languages : en
Pages : 41

Book Description
Lecture notes for a short course on FX option valuation. Includes: - Mathematical framework for FX valuation - Handling the smile and term structure for vanilla options (calls and puts): -- Interpolation issues and techniques -- Handling business time -- Handling market conventions - Pricing of barrier options: -- Attention to the joints along with the marginals -- Barrier option pricing models -- Black-Scholes -- Vanna-volga -- Semi-static hedging -- Stochastic volatility - the Heston model -- Local volatility -- Stochastic local volatility -- Random risk reversal model - Hedging performance as a measure of model quality.

Analytic Methods for Pricing Double Barrier Options in the Presence of Stochastic Volatility

Analytic Methods for Pricing Double Barrier Options in the Presence of Stochastic Volatility PDF Author: Oliver Faulhaber
Publisher:
ISBN:
Category :
Languages : en
Pages :

Book Description


Empirical Performance of Models for Valuation and Risk-Management of Barrier Options

Empirical Performance of Models for Valuation and Risk-Management of Barrier Options PDF Author: Cathrine Jessen
Publisher:
ISBN:
Category :
Languages : en
Pages : 12

Book Description
In this paper the empirical performance of alternative models for barrier option valuation and risk management is studied. Five commonly used models are compared: the Black-Scholes model, the constant elasticity of variance model, the Heston stochastic volatility model, the Merton jump-diffusion model, and the infinite activity Variance Gamma model. We employ time-series data from the USD/EUR exchange rate market, and use plain vanilla option prices as well as a unique data-set of observed market values of barrier options. The different models are calibrated to the plain vanilla option prices, and cross-sectional and predicted pricing errors for both plain vanilla and barrier options are investigated. For the plain vanilla options the Heston model has superior performance both in cross-section and for prediction horizons of up to one month, with its closest competitors being the Merton and the Variance Gamma models. For the barrier options, the Heston model has a slightly, but not significantly, better performance than the continuous alternatives Black-Scholes and constant elasticity of variance, while both models with jumps(Merton and Variance Gamma) perform markedly worse.

The Hybrid Stochastic-local Volatility Model with Applications in Pricing FX Options

The Hybrid Stochastic-local Volatility Model with Applications in Pricing FX Options PDF Author: Yu Tian
Publisher:
ISBN:
Category :
Languages : en
Pages : 264

Book Description
This thesis presents our study on using the hybrid stochastic-local volatility model for option pricing. Many researchers have demonstrated that stochastic volatility models cannot capture the whole volatility surface accurately, although the model parameters have been calibrated to replicate the market implied volatility data for near at-the-money strikes. On the other hand, the local volatility model can reproduce the implied volatility surface, whereas it does not consider the stochastic behaviour of the volatility. To combine the advantages of stochastic volatility (SV) and local volatility (LV) models, a class of stochastic-local volatility (SLV) models has been developed. The SLV model contains a stochastic volatility component represented by a volatility process and a local volatility component represented by a so-called leverage function. The leverage function can be roughly seen as a ratio between local volatility and conditional expectation of stochastic volatility. The difficulty of implementing the SLV model lies in the calibration of the leverage function. In the thesis, we first review the fundamental theories of stochastic differential equations and the classic option pricing models, and study the behaviour of the volatility in the context of FX market. We then introduce the SLV model and illustrate our implementation of the calibration and pricing procedure. We apply the SLV model to exotic option pricing in the FX market and compare pricing results of the SLV model with pure local volatility and pure stochastic volatility models. Numerical results show that the SLV model can match the implied volatility surface very well as well as improve the pricing performance for barrier options. In addition, we further discuss some extensions of the SLV project, such as parallelization potential for accelerating option pricing and pricing techniques for window barrier options. Although the SLV model we use in the thesis is not entirely new, we contribute to the research in the following aspects: 1) we investigate the hybrid volatility modeling thoroughly from theoretical backgrounds to practical implementations; 2) we resolve some critical issues in implementing the SLV model such as developing a fast and stable numerical method to derive the leverage function; and 3) we build a robust calibration and pricing platform under the SLV model, which can be extended for practical uses.