Stochastic Volatility

Neil Shephard is Professor of Economics and Official Fellow in Economics, Nuffield College, at the University of Oxford. He has also taught at the London School of Economics. He has published widely, is on the Editorial Board of the Review of Economic Studies, and is Associate Editor of Econometrica.

General Introduction ; PART I: MODEL BUILDING ; 1. A Subordinated Stochastic Process Model with Finite Variance for Speculative Prices ; 2. Financial Returns Modelled by the Product of Two Stochastic Processes: A Study of Daily Sugar Prices, 1961-79 ; 3. The Behavior of Random Variables with Nonstationary Variance and the Distribution of Security Prices ; 4. The Pricing of Options on Assets with Stochastic Volatilities ; 5. The Dynamics of Exchange Rate Volatility: A Multivariate Latent Factor ARCH Model ; 6. Multivariate Stochastic Variance Models ; 7. Stochastic Autoregressive Volatility: A Framework for Volatility Modelling ; 8. Long Memory in Continuous-time Stochastic Volatility Models ; PART II: INFERENCE ; 9. Bayesian Analysis of Stochastic Volatility Models ; 10. Stochastic Volatility: Likelihood Inference and Comparison with ARCH Models ; 11. Estimation of Stochastic Volatility Models with Diagnostics ; PART III: OPTION PRICING ; 12. Pricing Foreign Currency Options with Stochastic Volatility ; 13. A Closed-Form Solution for Options with Stochastic Volatility, with Applications to Bond and Currency Options ; 14. A Study Towards a Unified Approach to the Joint Estimation of Objective and Risk Neutral Measures for the Purpose of Options Valuation ; PART IV: REALISED VARIATION ; 15. The Distribution of Exchange Rate Volatility ; 16. Econometric Analysis of Realized Volatility and its use in Estimating Stochastic Volatility Models ; Index