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Application of Microlocal Analysis to an Inverse Problem Arising from Financial Markets
One of the most interesting problems discerned when applying the
Black--Scholes model to financial derivatives, is reconciling the deviation
between expected and observed values. In our recent work, we derived a new
model based on the Black--Scholes model and formulated a new mathematical
approach to an inverse problem in financial markets. In this paper, we apply
microlocal analysis to prove a uniqueness of the solution to our inverse
problem. While microlocal analysis is used for various models in physics and
engineering, this is the first attempt to apply it to a model in financial
markets. First, we explain our model, which is a type of arbitrage model. Next
we illustrate our new mathematical approach, and then for space-dependent real
drift, we obtain stable linearization and an integral equation. Finally, by
applying microlocal analysis to the integral equation, we prove our uniqueness
of the solution to our new mathematical model in financial markets
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