The Fields Institute
Seminar on Financial Mathematics
Wednesday, April 30, 1997, 4:30 - 7:00 p.m.
SCHEDULE
4:30 - 5:30
Volatility Clustering, Asymmetry and Hysteresis in Stock Returns
Michel Crouhy (Canadian Imperial Bank of Commerce)
6:00 - 7:00 p.m.
Pricing Derivatives in the Positive Interest Framework
Bjorn Flesaker (Bear Sterns)
ABSTRACTS OF THE TALKS
Volatility Clustering, Asymmetry and Hysteresis in Stock Returns
Michel Crouhy (Canadian Imperial Bank of Commerce)
Encompassing a very broad family of ARCH-GARCH models we show
that heteroskedasticity, already well documented for the US market, is a worldwide
phenomenon. The ATGARCH (1.1) model, where volatility rises more in response
to bad news than to good news, and where news are considered bad only below
a certain level, is found to be a remarkably robust representation of worldwide
stock market returns. The residual structure is then captured by extending
ATGARCH (1.1) to a hysteresis model, HGARCH, where we model structured
memory effects from past innovations. Obviously, this feature relates to the
psychology of the markets and the way traders process information. For the
French stock market we show that a shock of either sign may affect volatility
differently, depending on the recent past being characterized by either all
positive or all negative returns. In the same way a longer term trend of either
sign may also influence the impact on volatility of current innovations. It
is found that bad news are discounted very quickly in volatility, this effect
is reinforced when it comes after a negative trend in the stock index. On
the opposite, good news have a very small impact on volatility except when
they are clustered over a few days, which in this case reduces volatility
substantially.
Pricing Derivatives in the Positive Interest Framework
Bjorn Flesaker (Bear Sterns)
The positive interest framework provides a new representation
of the dynamics of the term structure of interest rates. The talk will give
an overview of the framework, including its multi-currency version, and discuss
the role played by different numeraires and their corresponding martingale
measures: the terminal, the risk-neutral, and the natural. Practical issues
arising in the context of derivatives pricing, such as state variable representation,
numerical implementation, and calibration, will be addressed.
SPEAKERS
Dr. Michel Crouhy is Vice President, Global Analytics,
Market Risk Management Division, at Canadian Imperial Bank of Commerce (CIBC).
Prior to his current position at CIBC, Crouhy was a Professor of Finance at
the HEC School of Management, where he was also Director of the M.S. HEC in
International Finance, a unique program which prepares engineers from the
best engineering schools in Europe to become investment bankers. He has been
a visiting professor at the Wharton School and at UCLA. Crouhy holds a Ph.D.
from the Wharton School and is a graduate from Ecole Nationale des Ponts et
Chaussées, France.
He has extensively published in academic journals in the areas
of banking, options and financial markets, and is editor of the collection
Banque & Bourse at Presses Universitaires de France. He is also associate
editor of the Journal of Derivatives, the Journal of Banking and
Finance, and Financial Engineering and the Japanese Markets. He
is a board member of the European Institute for Advanced Studies in Management
(EIASM), Brussels. He has also served as a consultant to major financial institutions
in Europe and in the United States in the areas of quantitative portfolio
management, risk management, valuation and hedging of derivative products,
forecasting volatility term structure and correlations.
Bjorn Flesaker is a Managing Director in the Financial
Analytics & Structured Transactions Group at Bear Stearns, where he is
responsible for all derivatives research and modeling. Previously, he managed
the global fixed income derivatives quant group at the Union Bank of Switzerland
and the fixed income trading research group at Merrill Lynch. He has a Master
of Management degree from the Norwegian School of Management, and he earned
a Ph.D. in finance from the University of California at Berkeley in 1990,
after which he spent two years as an assistant professor of finance at the
University of Illinois at Urbana-Champaign. He has published articles and
lectured on a variety of topics in mathematical finance, with particular focus
on term structure modeling and derivatives pricing.
ORGANIZERS
Claudio Albanese (Professor of Mathematics, University of Toronto), Phelim
Boyle (J. Page R. Wadsworth Chair of Finance, University of Waterloo), Don
Dawson (Director, The Fields Institute), Ron Dembo (President, Algorithmics
Inc.), Gordon Roberts (CIBC Professor of Finance, York University), Stuart
Turnbull (Professor of Economics, School of Business, Queen's University)
OTHER INFORMATION
The Financial Mathematics Seminar is offered to any interested participant
-- no reservation is necessary. The Institute is located at 222 College Street,
between University Ave. and Spadina Ave. near Huron. Parking is available
in pay lots located behind the Fields Institute building (quarters and loonies
only), across College St. from the Institute (cash only), and underground
at the Clarke Institute of Psychiatry (entry on Spadina Ave., just north of
College St.)
Information on the 1996-97 Seminar Series on Financial Mathematics is available
through electronic notices sent via e-mail and through the Fields Institute's
world wide web site. For quick reference, place an electronic bookmark on
the web page