A simple discretization scheme for nonnegative diffusion processes, with applications to option pricing
Chantal Labb\'e,
Bruno R\'emillard and
Jean-Fran\c{c}ois Renaud
Authors registered in the RePEc Author Service: Bruno Remillard ()
Papers from arXiv.org
Abstract:
A discretization scheme for nonnegative diffusion processes is proposed and the convergence of the corresponding sequence of approximate processes is proved using the martingale problem framework. Motivations for this scheme come typically from finance, especially for path-dependent option pricing. The scheme is simple: one only needs to find a nonnegative distribution whose mean and variance satisfy a simple condition to apply it. Then, for virtually any (path-dependent) payoff, Monte Carlo option prices obtained from this scheme will converge to the theoretical price. Examples of models and diffusion processes for which the scheme applies are provided.
Date: 2010-11
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Persistent link: https://EconPapers.repec.org/RePEc:arx:papers:1011.3247
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