Skip to main content
Log in

On the Spectral Density of Stationary Processes and Random Fields

  • Published:
Journal of Mathematical Sciences Aims and scope Submit manuscript

In this note, we show that a stationary sequence obtained by applying a fixed deterministic function to shifts of a stationary sequence (satisfying a mild regularity condition) has a spectral density. In the multiparametric setting, we obtain a similar result for a function of a shifted i.i.d. field.

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.

Similar content being viewed by others

References

  1. R. C. Bradley, “Basic properties of strong mixing conditions. A survey and some open questions.” Probab. Surv., 2, 107–144 (2005).

    Article  MathSciNet  MATH  Google Scholar 

  2. R. C. Bradley, Introduction to Strong Mixing Conditions, Vols. 1–3, Kendrick Press, Heber City, UT (2007).

    Google Scholar 

  3. P. J. Brockwell and R. A. Davis, Time Series: Theory and Methods, Springer, New York (1991).

    Book  MATH  Google Scholar 

  4. A. V. Bulinski and A. N. Shyriaev, Theory of Random Processes [in Russian], Fizmatlit, Moscow (2003).

    Google Scholar 

  5. L. Carleson, “On convergence and growth of partial sums of Fourier series,” Acta Math., 116, 135–157 (1966).

    Article  MathSciNet  MATH  Google Scholar 

  6. S. R. S. Varadhan, Probability Theory, Courant Lecture Notes, 7, Amer. Math. Soc. (2001).

  7. D. Volný and Y. Wang, “An invariance principle for stationary random fields under Hannan’s condition,” Stoch. Proc. Appl. 124, 4012–4029 (2014).

    Article  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to M. A. Lifshits.

Additional information

Published in Zapiski Nauchnykh Seminarov POMI, Vol. 441, 2015, pp. 274–285.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Lifshits, M.A., Peligrad, M. On the Spectral Density of Stationary Processes and Random Fields. J Math Sci 219, 789–797 (2016). https://doi.org/10.1007/s10958-016-3147-9

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10958-016-3147-9

Navigation