Skip to main content

Approximation of Strictly Stationary Banach-Valued Random Sequence by Fourier Integral

  • Conference paper
Functional Statistics and Applications

Part of the book series: Contributions to Statistics ((CONTRIB.STAT.))

  • 939 Accesses

Abstract

This paper is devoted to the approximation of a second-order E-valued strictly stationary random sequence by the Fourier transform of a L E 2-valued random measure, where E is a complex separable Banach space. For this purpose, we use the spectral representation of a second order E-valued stationary random function and we introduce a bijective linear operator on L E 2 which preserves the norm in the form of a “shift operator” associated with a L E 2-valued strictly stationary sequence.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. R. Azencott, D. Dacunha-Castelle: Séries d’observations irrégulières. Modélisation et prévision. Techniques stochastiques, Masson, Paris (1984)

    MATH  Google Scholar 

  2. T. Benchikh, A. Boudou, Y. Romain: Mesures aléatoires banachiques. Publi. Labo. Stat. Proba. 12-2006. Université Toulouse III - Paul Sabatier, Toulouse (2006)

    Google Scholar 

  3. T. Benchikh: Spectral representation of Banach-valued stationary random function on locally compact Abelian group. Georgian Math. J. 21(2), 139–145 (2014)

    Article  MATH  MathSciNet  Google Scholar 

  4. D. Brillinger: Time Series Analysis and Theory. Society for Industrial Applied Mathematics, Philadelphia (2001)

    Book  MATH  Google Scholar 

  5. D. Bosq: Linear Processes in Function Spaces: Theory and Mappings. Lecture Notes in Statistics, vol. 149. Springer, New York (2000)

    Google Scholar 

  6. A. Boudou: Interpolation de processus stationnaire. C.R.A.Sc. Paris Ser. I 336(12), 1021–1024 (2003)

    Google Scholar 

  7. A. Boudou, J. Dauxois: Principal component analysis for a stationary random function defined on a locally compact abelian group. J. Multivar. Anal. 51, 1–16 (1994)

    Article  MATH  MathSciNet  Google Scholar 

  8. A. Boudou, Y. Romain: On spectral and random measures associated to discrete and continuous-time processes. Stat. Probab. Lett. 59, 145–157 (2002)

    Article  MATH  MathSciNet  Google Scholar 

  9. A. Boudou, Y. Romain: On the integral with respect to the tensor product of two random measures. J. Multivar. Anal. 101(2), 385–394 (2010)

    Article  MATH  MathSciNet  Google Scholar 

  10. S.A. Chobanjan, A. Weron: Banach space-valued stationary processes and their linear prediction. Dissertationes Math. 125, 1–45 (1975)

    Google Scholar 

  11. G. Kallianpur, V. Mandrekar: Spectral Theory of Stationary H-valued Processes. J. Multivar Anal. 1(1), 1–16 (1971)

    Article  MathSciNet  Google Scholar 

  12. P. Masani: Orthogonally scattered measures. Adv. Math. 2, 61–117 (1968)

    Article  MATH  MathSciNet  Google Scholar 

  13. R. Payen: Fonctions aléatoires du second ordre á valeurs dans un espace de Hilbert. Ann. Inst. Henri Poincaré Sect. B 3(4), 323–396 (1967)

    MATH  MathSciNet  Google Scholar 

  14. I. Singer: Bases in Banach Spaces I. (Springer, Berlin 1970)

    Book  MATH  Google Scholar 

  15. A.M. Yaglom: An Introduction to the Theory of Stationary Random Function. Dover edition, New York (1987)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Tawfik Benchikh .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer International Publishing Switzerland

About this paper

Cite this paper

Benchikh, T. (2015). Approximation of Strictly Stationary Banach-Valued Random Sequence by Fourier Integral. In: Ould Saïd, E., Ouassou, I., Rachdi, M. (eds) Functional Statistics and Applications. Contributions to Statistics. Springer, Cham. https://doi.org/10.1007/978-3-319-22476-3_3

Download citation

Publish with us

Policies and ethics