The course commences with a review of the key empirical properties of asset returns, initially for daily returns and then for intraday, high-frequency returns.
Volatility clustering is emphasised and motivates the material in the second lecture about ARCH models for daily returns.
Methods for forecasting volatility are explained in the third lecture making use firstly of daily and high-frequency asset returns and secondly daily measures of implied volatility revealed by options prices.
Finally, the more challenging task of forecasting the density of a future asset price is explored, now relying on the information provided by all traded option prices. Empirical illustrations are provided for stock indices and exchange rates.
Important dates
Registration deadline: September 21st, 2018
Payment deadline: September 28th, 2018
Fee (includes coffee breaks, lunch and course materials)
Regular fee: 180€
Student fee*: 150€
Αναλυτικές πληροφορίες - Δηλώσεις συμμετοχής: uc.pt