Abstract
We consider systems of interacting diffusion processes which generalize the volatility-stabilized market models introduced in Fernholz and Karatzas (Ann Finance 1(2):149–177, 2005). We show how to construct a weak solution of the underlying system of stochastic differential equations. In particular, we express the solution in terms of time changed squared-Bessel processes, and discuss sufficient conditions under which one can show that this solution is unique in distribution (respectively, does not explode). Sufficient conditions for the existence of a strong solution are also provided. Moreover, we discuss the significance of these processes in the context of arbitrage relative to the market portfolio within the framework of Stochastic Portfolio Theory.
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References
Banner, A., Fernholz, D.: Short-term relative arbitrage in volatility-stabilized markets. Ann Finance 4, 445–454 (2008)
Bass, R.F., Perkins, E.A.: Degenerate stochastic differential equations with Hölder continuous coefficients and super-Markov chains. Trans Am Math Soc 355, 373–405 (2002)
Engelbert, H.J., Schmidt, W.: On the behaviour of certain Bessel functionals. An application to a class of stochastic differential equations. Math Nachr 131, 219–234 (1987)
Fernholz, E.R.: Stochastic Portfolio Theory. New York: Springer (2002)
Fernholz, E.R., Karatzas, I.: Relative arbitrage in volatility-stabilized markets. Ann Finance 1(2), 149–177 (2005)
Fernholz, E.R., Karatzas, I.: Stochastic portfolio theory: an overview. Mathematical modelling and numerical methods in finance. In: Bensoussan, A., Zhang, Q. (Guest editors) Ciarlet, P.G. (ed.) Special volume of Handbook of Numerical Analysis, vol. XV, pp. 89–167. Amsterdam: Elsevier (2009)
Goia, I.: Bessel and volatility-stabilized processes. ProQuest LLC, Ann Arbor, MI, Ph.D. thesis, Columbia University (2009)
Karatzas, I., Shreve, S.E.: Brownian Motion and Stochastic Calculus, 2nd edn. New York: Springer (1991)
Krylov, N.: On Itô’s stochastic differential equations. Theory Probab Appl 14(2), 330–336 (1969)
Pal, S.: Analysis of market weights under volatility-stabilized market models. Ann Appl Probab 21(3), 1180–1213 (2011)
Revuz, D., Yor, M.: Continuous Martingales and Brownian Motion, 3rd edn. Berlin: Springer (1999)
Rogers, L., Williams, D.: Diffusions, Markov Processes and Martingales, vol. 2. Cambridge: Cambridge University Press (2000)
Yamada, T., Watanabe, S.: On the uniqueness of solutions of stochastic differential equations. J Math Kyoto Univ 11, 155–167 (1971)
Acknowledgments
The author is indebted to Professor Ioannis Karatzas for his suggestion to study this topic, his careful reading of preliminary versions of the manuscript and invaluable advice. The author is grateful to Robert Fernholz, Mike Hogan, Tomoyuki Ichiba, Soumik Pal, Johannes Ruf, Mykhaylo Shkolnikov, and Phillip Whitman for discussions on the subject matter of this paper. The author would also like to thank an anonymous referee for his/her helpful comments and suggestions. Research partially supported by the National Science Foundation grant DMS-09-05754.
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Picková, R. Generalized volatility-stabilized processes. Ann Finance 10, 101–125 (2014). https://doi.org/10.1007/s10436-013-0230-9
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DOI: https://doi.org/10.1007/s10436-013-0230-9