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1. Mathematical Introduction
Probability Basis
Processes
Stochastic Calculus
Financial Interpretations
Two Canonical Examples
2. Incomplete Markets
Martingale Measures
Self-Financing Strategies, Completeness, and No Arbitrage
Examples
Martingale Measures, Completeness, and No Arbitrage
Completing the Market
Pricing in Incomplete Markets
Variance-Optimal Pricing and Hedging
Super Hedging and Quantile Hedging
3. Financial Modeling with Levy Processes
A Primer on Levy Processes
Modeling with Levy Processes
Products and Models
Model Calibration and Smile Replication
Numerical Methods for Levy Processes
A Model Involving Levy Processes
4. Finite-Difference Methods for Multifactor Models
Pricing Models and PDEs
The Pricing PDE and Its Discretization
Explicit and Implicit Schemes
The ADI Scheme
Convergence and Performance
Dividend Treatment in Stochastic Volatility Models
5. Convertible Bonds and Asset Swaps
Convertible Bonds
Convertible Bond Asset Swaps
6. Data Representation
XML
XML Schema
XML Transformation
Market Data
7. Application Connectivity
Components
Distributed Components
SOAP
Web Services
8. Web-Based Quantitative Services
Web Pricing Servers
Model Integration into Risk Management and Booking Systems
Web Applications and Dynamic Web Pages
9. Portfolio and Hedging Simulation
Algorithm and Software Design
Example: Discrete Hedging and Volatility Misspecification
Example: Hedging a Heston Market
Example: Constant Proportion Portfolio Insurance
Server Integration |