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arxiv: 1710.07492 · v2 · pith:B6H2L3TKnew · submitted 2017-10-20 · 🧮 math.NA · q-fin.CP

Multilevel estimation of expected exit times and other functionals of stopped diffusions

classification 🧮 math.NA q-fin.CP
keywords varepsilondiffusionsestimationexitfunctionalsmultileveltimesachieve
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This paper proposes and analyses a new multilevel Monte Carlo method for the estimation of mean exit times for multi-dimensional Brownian diffusions, and associated functionals which correspond to solutions to high-dimensional parabolic PDEs through the Feynman-Kac formula. In particular, it is proved that the complexity to achieve an $\varepsilon$ root-mean-square error is $O(\varepsilon^{-2}\, |\!\log \varepsilon|^3)$.

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