Applied Stochastic Calculus for Exotic Options: Pricing and Modeling Path-Dependent Derivatives

By James Preston

Reactive Publishing

Master the mathematical and computational tools required to price and risk-manage complex derivative structures.

Applied Stochastic Calculus for Exotic Options provides a rigorous, application-focused treatment of continuous-time financial mathematics tailored specifically to path-dependent and exotic options. Designed for quantitative analysts, financial engineers, and advanced graduate students, this text bridges the gap between pure probability theory and practical implementation in modern trading environments.

Inside, you will find detailed coverage of:

Stochastic Foundations: Ito calculus, change of measure, Girsanov's theorem, and risk-neutral valuation frameworks.

Advanced Diffusion Models: Jump-diffusion processes, L vy models, and local-stochastic volatility dynamics.

Path-Dependent Structures: Precise valuation methodologies for Asian, barrier, lookback, and cliquet options.

Numerical Methods: PDE solving techniques, finite difference schemes, and Monte Carlo simulation design for path-dependent payoff structures.

Whether you are implementing quantitative pricing models in production or deepening your theoretical understanding of financial math, this book delivers the essential mathematical mechanics without sacrificing clarity or rigor.

• Format: Paperback
• Language: English
• ISBN: B0HD5VLVYR
• ISBN13: 9798191079714
• Release Date: August 2026
• Publisher: Independently Published
• Length: 600 Pages
• Weight: 1.57 lbs.
• Dimensions: 1.5" x 6.0" x 9.0"