Persistence probabilities of mixed FBM and other mixed processes

Autor: Frank Aurzada, Martin Kilian, Ercan Sönmez
Jazyk: angličtina
Rok vydání: 2022
Předmět:
Popis: We consider the sum of two self-similar centred Gaussian processes with different self-similarity indices. Under non-negativity assumptions of covariance functions and some further minor conditions, we show that the asymptotic behaviour of the persistence probability of the sum is the same as for the single process with the greater self-similarity index. In particular, this covers the mixed fractional Brownian motion introduced in Cheridito (2001) and shows that the corresponding persistence probability decays asymptotically polynomially with persistence exponent $1-\max(1/2,H),$ where $H$ is the Hurst parameter of the underlying fractional Brownian motion.
19 pages
Databáze: OpenAIRE