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.
2006
Pubblicato
Rilevanza internazionale
Articolo
Sì, ma tipo non specificato
Settore MAT/06 - PROBABILITA' E STATISTICA MATEMATICA
English
Gaussian processes; Importance sampling; Large deviations; Ruin probabilities
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].
Baldi, P; Pacchiarotti, B
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2108/23720
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