On the Stochastic Solution to a Cauchy Problem Associated with Nonnegative Price Processes
We consider the stochastic solution to a Cauchy problem corresponding to a nonnegative diffusion with zero drift, which represents a price process under some risk-neutral measure. When the diffusion coefficient is locally Holder continuous with some exponent in (0,1], the stochastic solution is shown to be a classical solution. A comparison theorem for the Cauchy problem is also proved, without the linear growth condition on the diffusion coefficient. Moreover, we establish the equivalence: the stochastic solution is the unique classical solution to the Cauchy problem if, and only if, a comparison theorem holds. For the case where the stochastic solution may not be smooth, we characterize it as a limit of smooth stochastic solutions associated with some approximating Cauchy problems.
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- Erhan Bayraktar & Constantinos Kardaras & Hao Xing, 2010.
"Valuation equations for stochastic volatility models,"
1004.3299, arXiv.org, revised Dec 2011.
- Erhan Bayraktar & Constantinos Kardaras & Hao Xing, 2012. "Valuation equations for stochastic volatility models," LSE Research Online Documents on Economics 43460, London School of Economics and Political Science, LSE Library.
- Erhan Bayraktar & Hao Xing, 2009. "On the uniqueness of classical solutions of Cauchy problems," Papers 0908.1086, arXiv.org, revised Sep 2009.
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