Skip to main content

Stationary Processes and Random Fourier Series

  • Chapter
Probability in Banach Spaces

Part of the book series: Ergebnisse der Mathematik und ihrer Grenzgebiete ((CLASSICS,volume 23))

Abstract

In Chapter 11, we evaluated random processes indexed by an arbitrary index set T. In this chapter, we take advantage of some homogeneity properties of T and we investigate in this setting, using the general conclusions of Chapters 11 and 12, the more concrete random Fourier series. The tools developed so far indeed lead to a definitive treatment of those processes with applications to Harmonic Analysis. Our main reference for this chapter is the work by M. B. Marcus and G. Pisier [M-P1], [M-P2] to which we refer for an historical background and accurate references and priorities.

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 44.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 59.99
Price excludes VAT (USA)
  • Compact, lightweight 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

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Notes and References

  1. M. B. Marcus, G. Pisier: Random Fourier series with applications to harmonic analysis. Ann. Math. Studies, vol. 101. Princeton Univ. Press, 1981

    Google Scholar 

  2. M. B. Marcus, G. Pisier: Characterizations of almost surely continuous p-stable random Fourier series and strongly stationary processes. Acta Math. 152, 245–301 (1984)

    Article  MathSciNet  MATH  Google Scholar 

  3. M. B. Marcus, G. Pisier: Some results on the continuity of stable processes and the domain of attraction of continuous stable processes. Ann. Inst. H. Poincaré 20, 177–199 (1984)

    MathSciNet  MATH  Google Scholar 

  4. J.-P. Kahane: Some random series of functions. Heath Math. Monographs, 1968 Cambridge Univ. Press, 1985, 2nd edn.

    Google Scholar 

  5. X. Fernique: Régularité des trajectoires des fonctions aléatoires gaussiennes. Ecole d’Eté de Probabilités de St-Flour 1974. Lecture Notes in Mathematics, vol. 480. Springer, Berlin Heidelberg 1975, pp. 1–96

    Google Scholar 

  6. N. C. Jain, M. B. Marcus: Continuity of sub-gaussian processes. Advances in Probability, vol. 4. Dekker, New York 1978, pp. 81–196

    Google Scholar 

  7. Y. K. Belaev: Continuity and Hölder’s conditions for sample functions of stationary Gaussian processes. Proc. of the Fourth Berkeley Symposium on Math. Statist. and Probab., vol. 2, 1961, pp. 22–33

    Google Scholar 

  8. M. B. Marcus: Continuity and the central limit theorem for random trigonometric series. Z. Wahrscheinlichkeitstheor. Verw. Geb. 42, 35–56 (1978)

    Article  MATH  Google Scholar 

  9. M. Talagrand: Characterization of almost surely continuous 1-stable random Fourier series and strongly stationary processes. Ann. Probab. 18, 85–91 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  10. X. Fernique: Continuité et théorème central limite pour les transformées de Fourier aléatoires du second ordre. Z. Wahrscheinlichkeitstheor. Verw. Geb.. 42, 57–66 (1978)

    Article  MathSciNet  MATH  Google Scholar 

  11. G. Pisier: Sur l’espace de Banach des séries de Fourier aléatoires presque sûrement continues. Séminaire sur la Géométrie des Espaces de Banach 1977–78. Ecole Polytechnique, Paris 1978

    Google Scholar 

  12. G. Pisier: A remarkable homogeneous Banach algebra. Israel J. Math. 34, 38–44 (1979)

    MathSciNet  MATH  Google Scholar 

  13. J. Bourgain, V. D. Milman: Dichotomie du cotype pour les espaces invariants. C. R. Acad. Sci. Paris 300, 263–266 (1985)

    MathSciNet  MATH  Google Scholar 

  14. G. Pisier: Ensembles de Sidon et espaces de cotype 2 Séminaire sur la Géométrie des Espaces de Banach 1977–78. Ecole Polytechnique, Paris 1978

    Google Scholar 

  15. M. B. Marcus: e-radial processes and random Fourier series. Mem. Amer. Math. Soc., vol. 368. Providence, 1987

    Google Scholar 

  16. M. Talagrand: Necessary and sufficient conditions for sample continuity of random Fourier series and of harmonic infinitely divisible processes. (1989), to appear in Ann. Probab.

    Google Scholar 

  17. X. Fernique: Régularité de fonctions aléatoires gaussiennes stationnaires à valeurs vectorielles. Probability Theory on Vector Spaces, Lancut (Poland)Lecture Notes in Mathematics, vol. 1391. Springer, Berlin Heidelberg 1989, pp. 66–73

    Google Scholar 

  18. X. Fernique: Fonctions aléatoires dans les espaces lusiniens. (1989), to appear in Expositiones Math.

    Google Scholar 

  19. X. Fernique: Régularité de fonctions aléatoires gaussiennes à valeurs vectorielles. Ann. Probab. 18, 1739–1745 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  20. X. Fernique: Sur la régularité de certaines fonctions aléatoires d’OrnsteinUhlenbeck. Ann. Inst. H. Poincaré 26, 399–417 (1990)

    Google Scholar 

  21. I. Iscoe, M. B. Marcus, D. McDonald, M. Talagrand, J. Zinn: Continuity of l2-valued Ornstein-Uhlenbeck processes. Ann. Probab. 18, 68–84 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  22. M. B. Marcus: Weak convergence of the empirical characteristic function. Ann. Probab. 9, 194–201 (1981)

    Article  MathSciNet  MATH  Google Scholar 

  23. M. Ledoux: Loi du logarithme itéré dans C(S)et function caractéristique empirique. Z. Wahrscheinlichkeitstheor. Verw. Geb. 60, 425–435 (1982)

    Google Scholar 

  24. M. T. Lacey: Laws of the iterated logarithm for the empirical characteristic function. Ann. Probab. 17, 292–300 (1989)

    Article  MathSciNet  MATH  Google Scholar 

  25. M. Ledoux, M. B. Marcus: Some remarks on the uniform convergence of Gaussian and Rademacher Fourier quadratic forms. Geometrical and Statistical Aspects of Probability in Banach Spaces, Strasbourg 1985. Lecture Notes in Mathematics, vol. 1193. Springer, Berlin Heidelberg 1986, pp. 5372

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

Copyright information

© 1991 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Ledoux, M., Talagrand, M. (1991). Stationary Processes and Random Fourier Series. In: Probability in Banach Spaces. Ergebnisse der Mathematik und ihrer Grenzgebiete, vol 23. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-20212-4_15

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-20212-4_15

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-20211-7

  • Online ISBN: 978-3-642-20212-4

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics