Skip to main content
Log in

On Generalized Berman Constants

  • Published:
Methodology and Computing in Applied Probability Aims and scope Submit manuscript

Abstract

Considering the important role in Gaussian related extreme value topics, we evaluate the Berman constants involved in the study of the sojourn time of Gaussian processes, given by

$$ \mathcal{B}_{\alpha}^{h}(x, E) = {\int}_{\mathbb{R}} e^{z} \mathbb{P} \left\{{{\int}_{E} \mathbb{I}\left( \sqrt2B_{\alpha}(t) - |t|^{\alpha} - h(t) - z>0 \right) \text{d} t \!>\! x}\right\} \text{d} z,\quad x\in[0, \text{mes}(E)], $$

where mes(E) is the Lebesgue measure of a compact set \(E\subset \mathbb {R}\), h is a continuous drift function, and Bα is a centered fractional Brownian motion (fBm) with Hurst index α/2 ∈ (0, 1]. This note specifies its explicit expression for α = 1 and α = 2 under certain conditions of drift functions. Explicit expressions of \({{\mathcal{B}}_{2}^{h}}(x, E)\) with typical drift functions are given and several bounds of \({\mathcal{B}}_{\alpha }^{h}(x, E)\) are established as well. Numerical studies are performed to illustrate the main results.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  • Adler RJ, Taylor JE (2009) Random fields and geometry. Springer Science & Business Media

  • Akahori J (1995) Some formulae for a new type of path-dependent option. Ann Appl Probab 5(2):383–388

    Article  MathSciNet  Google Scholar 

  • Bai L, Dȩbicki K, Hashorva E, Luo L (2018) On generalised Piterbarg constants. Methodol Comput Appl Probab 20(1):137–164

    Article  MathSciNet  Google Scholar 

  • Berman SM (1992) Sojourns and extremes of stochastic processes. Wadsworth & Brooks/Cole Advanced Books & Software, Pacific Grove

    Book  Google Scholar 

  • Borodin AN, Salminen P (2012) Handbook of Brownian motion-facts and formulae. Birkhäuser

  • Dȩbicki K (2002) Ruin probability for Gaussian integrated processes. Stoch Process Appl 98(1):151–174

    Article  MathSciNet  Google Scholar 

  • Dȩbicki K, Hashorva E, Liu P (2017a) Uniform tail approximation of homogenous functionals of Gaussian fields. Adv Appl Probab 49(04):1037–1066

    Article  MathSciNet  Google Scholar 

  • Dȩbicki K, Hashorva E, Ji L, Ling C (2017b) Comparison inequalities for order statistics of Gaussian arrays. ALEA Lat Amer J Probab Math Stat 14:1–25

    MathSciNet  Google Scholar 

  • Dȩbicki K, Michna Z, Peng X (2017c) Approximation of sojourn times of Gaussian processes. Methodol Comput Appl Probab, 1–31

  • Dȩbicki K, Engelke S, Hashorva E (2017d) Generalized Pickands constants and stationary max-stable processes. Extremes 20(3):493–517

    Article  MathSciNet  Google Scholar 

  • Dȩbicki K, Liu P, Michna Z (2018) Sojourn times of Gaussian processes with trend, arXiv:1810.10145

  • Dieker AB (2005) Extremes of Gaussian processes over an infinite horizon. Stoch Processes Appl 115(2):207–248

    Article  MathSciNet  Google Scholar 

  • Dieker AB, Mikosch T (2015) Exact simulation of Brown-Resnick random fields at a finite number of locations. Extremes 18:301–314

    Article  MathSciNet  Google Scholar 

  • Ling C, Zhang H, Bai L (2019) On generalized Piterbarg-B,erman function, arXiv:1905.09599

  • Pickands J III (1969) Upcrossing probabilities for stationary Gaussian processes. Trans Amer Math Soc 145:51–73

    Article  MathSciNet  Google Scholar 

  • Piterbarg VI (2012) Asymptotic methods in the theory of Gaussian processes and fields, vol 148. American Mathematical Soc.

Download references

Acknowledgements

C. Ling would like to thank Prof. Krzysztof Debicki for several useful discussions and important comments during the work on the contribution. C. Ling is partially supported by National Natural Science Foundation (NSFC) (11604375) and XJTLU Key Programme Special Fund (KSF-P-02). H. Zhang is partially supported by the NSFC (11701469) and the Basic and Frontier Research Program of Chongqing, China (cstc2016jcyjA0510).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Chengxiu Ling.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Chengxiu Ling would like to thank Dr. Long Bai for his reading and comments in the work on this contribution.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ling, C., Zhang, H. On Generalized Berman Constants. Methodol Comput Appl Probab 22, 1125–1143 (2020). https://doi.org/10.1007/s11009-019-09754-0

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11009-019-09754-0

Keywords

Mathematics Subject Classification (2010)

Navigation