Volatility and Correlation - Trading and Risk Management
Day One
09.00 - 09.15 Welcome and Introduction
09.15 - 12.00 General Introduction to Volatility and Correlation
- Why Volatility and Correlation Are Important in Trading and Risk
Management?
- Important Volatility and Correlation Concepts
- Realized Volatility, Implied Volatility, Stochastic Volatility etc.
- Volatility and Correlation “Smiles”
Modelling and Forecasting Volatility
- Standard Approach to Estimating Volatility
- Moving Averages
- Simple Moving Average and EWMA
- GARCH Modelling
- Conditional and Unconditional Variance
- GARCH (1,1) and Higher Order GARCH
- Implementing GARCH
- Variance Targeting
- Maximum Likelihood Methods
- Forecasting Future Volatility
- Volatility Term Structures and Volatility Skews
- Practical Implementation Issues and Pitfalls
12.00 - 13.00 Lunch
13.00 - 16.30 Trading and Hedging Volatility
- The Trading Process
- Formulating a View on Volatility
- Setting Trading Goals and Limits
- Implementation and Follow-Up
- Using Volatility Cones to Determine Current Volatility Levels
Relative to Historical Volatility
- Standard Long and Short Volatility Trade Using Options
- Volatility Trading Using Corporate Derivatives
- Setting future re-hedging points: The delta contour map
- Using CBOE VIX Futures and Options
- Using OTC Volatility Products
- OTC Variance and Volatility Swaps
- Gamma Swaps and Corridor Variance Swaps
- Options on Realized Variance
- Trading Volatility without the Use of Options or Swaps
- Volatility Arbitrage
- Hedging Volatility Risk
- Hedging the “Volatility Book” Using Volatility Swaps, Futures and
Options on Volatility
- Transferring Volatility Risk Using Structured Products
- Small Exercises
Day Two
09.00 - 09.15 Brief recap
09.15 - 12.00 Modelling Correlation
- Types of Correlation Coefficients
- Pearson's Product-Moment Coefficient
- Non-Parametric Correlation Coefficients
- Copulas and Correlation
- Estimating Correlation
- The Need to Reduce Dimensionality in Estimating Correlation
- The Stability Or Lack of Correlation Amongst Assets
- Volatility Clustering and Correlations
- Modelling Default Correlation
- Causes of Default Correlation
- Market Variables and Data Sources
- Methods for Estimating Default Correlation
- Moody’s Binomial Expansion Method
- Asset-Based Approaches
- Factor Models for Asset Dynamics
- Modelling Default Correlations with Intensity Models
- Modelling Dependence Using Copula Functions
- Backing Out Implied Correlations from Market Data
- Exercises
12.00 - 13.00 Lunch
13.00 - 16.30 Trading and Hedging Correlation
- Overview of Ways of Buying and Selling Correlation
- Correlation Related Products
- OTC covariance swaps
- Nth-to-default Swaps
- Single-Tranche Synthetic CDOs
- CDO-Squared
- Index Tranches
- Leveraged Super-Senior Swaps
- Constant Principal Protection Insurance
- Dispersion Trades
- Trading Correlation with CDO and Basket CDS Tranches
- Case Study: CPPI Correlation Trade
- Strategies for Profiting from Correlation “Breakdowns”
- Hedging Correlation Risk
- Using Currency Baskets to Hedge Currency Correlation Risk
- Hedging the Correlation Risk in CDO Tranches
- Delta-Hedging the “Correlation Book”
- Small Exercises
Summary, Evaluation and Termination of the Seminar