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Risk and Valuation of Financial Assets: A Robust Approach

Objective

The recent financial crisis has brought to light the importance of correctly evaluating financial assets and their underlying risk. Any such valuation should be robust, i.e., should not be overly sensitive to the modelling assumptions. According to the Black--Scholes theory, which lies at the heart of most current valuation methods, the risk involved by a financial asset can be perfectly eliminated by pursuing a proper dynamic hedging strategy. Unfortunately, although formally elegant, this theory is too much of an idealization of the real world situation. The underlying model fails to be robust in two ways: the prices follow geometric Brownian motion, and transaction costs must be zero. The use of alternative models, e.g. based on fractional Brownian motion, was proposed more than 45 years ago by B.~Mandelbrot. The empirical findings give support to the use of such alternative models. Nevertheless, up to now these models could not be used to value financial assets, as they are not free of arbitrage. We propose an approach which makes it possible to value financial assets in an arbitrage free way, even in the framework of fractal models, by properly taking transaction costs into account. Our approach is based on utility theory. We also propose to control the risk of the related hedging strategies by imposing bounds in terms of risk measures. This allows for more realistic financial modelling with special emphasis on the aspect of the residual risk, remaining after hedging. From a mathematical point of view, our approach is based on the duality theory of infinite-dimensional optimization.

Call for proposal

ERC-2009-AdG
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Funding Scheme

ERC-AG - ERC Advanced Grant

Host institution

UNIVERSITAT WIEN
Address
Universitatsring 1
1010 Wien
Austria
Activity type
Higher or Secondary Education Establishments
EU contribution
€ 1 266 000
Principal investigator
Walter Schachermayer (Prof.)
Administrative Contact
Helmut Schaschl (Dr.)

Beneficiaries (1)

UNIVERSITAT WIEN
Austria
EU contribution
€ 1 266 000
Address
Universitatsring 1
1010 Wien
Activity type
Higher or Secondary Education Establishments
Principal investigator
Walter Schachermayer (Prof.)
Administrative Contact
Helmut Schaschl (Dr.)