We study a family of importance sampling estimators of the probability of level crossing when the crossing level is large or the intensity of the noise is small. We develop a method which gives, explicitly the asymptotics of the second-order moment. Some of the results apply to fractional Brownian motion, some are more general. The main tools are refined versions of classical large-deviations results.
Baldi, P., Pacchiarotti, B. (2006). Explicit computation of second-order moments of importance sampling estimators for fractional Brownian motion. BERNOULLI, 12(4), 663-688 [10.3150/bj/1155735931].
Explicit computation of second-order moments of importance sampling estimators for fractional Brownian motion
BALDI, PAOLO;PACCHIAROTTI, BARBARA
2006-01-01
Abstract
We study a family of importance sampling estimators of the probability of level crossing when the crossing level is large or the intensity of the noise is small. We develop a method which gives, explicitly the asymptotics of the second-order moment. Some of the results apply to fractional Brownian motion, some are more general. The main tools are refined versions of classical large-deviations results.File in questo prodotto:
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