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A stochastic target approach for P&L matching problems

Bouchard, Bruno; Vu, Thanh Nam (2012), A stochastic target approach for P&L matching problems, Mathematics of Operations Research, 37, 3, p. 526-558. http://dx.doi.org/10.1287/moor.1120.0549

Type
Article accepté pour publication ou publié
Date
2012
Journal name
Mathematics of Operations Research
Volume
37
Number
3
Publisher
Institute of Management Sciences
Pages
526-558
Publication identifier
http://dx.doi.org/10.1287/moor.1120.0549
Metadata
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Author(s)
Bouchard, Bruno
Vu, Thanh Nam
Abstract (EN)
Within a Brownian diffusion Markovian framework, we provide a direct PDE characterization of the minimal initial endowment required so that the terminal wealth of a financial agent (possibly diminished by the payoff of a random claim) can match a set of constraints in probability. Such constraints should be interpreted as a rough description of a targeted profit and loss (P&L) distri- bution. This allows to give a price to options under a P&L constraint, or to provide a description of the discrete P&L profiles that can be achieved given an initial capital. This approach provides an alternative to the standard utility indifference (or marginal) pricing rules which is better adapted to market practices. From the mathematical point of view, this is an extension of the stochastic target problem under controlled loss, studied in Bouchard, Elie and Touzi (2009), to the case of multiple constraints. Although the associated Hamilton-Jacobi-Bellman operator is fully discontinuous, and the terminal condition is irregular, we are able to construct a numerical scheme that converges at any continuity points of the pricing function.
Subjects / Keywords
Quantile Hedging; Discontinuous viscosity solutions; Stochastic target problem

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