Skip to main content

Lévy Processes in Lie Groups

  • Chapter
  • First Online:
Book cover Invariant Markov Processes Under Lie Group Actions
  • 695 Accesses

Abstract

It is well known that the distribution of a classical Lévy process in a Euclidean space \(\mathbb {R}^d\) is determined by a triple of a drift vector, a covariance matrix, and a Lévy measure, which are called the characteristics of the Lévy process. The triple appears in the Lévy-Khinchin formula, which is the Fourier transform of the distribution, or in the pathwise Lévy-Itô representation. In the latter representation, the three elements of the triple correspond respectively to a nonrandom drift, a diffusion part, and a pure jump part of the process. A Lévy process in a Lie group G cannot be decomposed into three parts as in \(\mathbb {R}^d\), due to the non-commutative nature of G, but the triple representation holds in an infinitesimal sense, in the form of Hunt’s generator formula, to be discussed in §2.1. The relation between Lévy measures and jumps of Lévy processes is considered in §2.2.

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 99.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 129.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 129.99
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. Applebaum, D., Kunita, H.: Lévy flows on manifolds and Lévy processes on Lie groups. J. Math. Kyoto Univ. 33, 1105–1125 (1993)

    Article  Google Scholar 

  2. Applebaum, D.: Compound Poisson processes and Lévy processes in groups and symmetric spaces. J. Theor. Probab. 13, 383–425 (2000)

    Article  MathSciNet  Google Scholar 

  3. Applebaum, D.: Lévy Processes and Stochastic Calculus, 2nd edn. Cambridge University Press, Cambridge (2009)

    Book  Google Scholar 

  4. Applebaum, D.: Probability on Compact Lie Groups. Springer, Berlin (2014)

    Book  Google Scholar 

  5. Born, E.: An explicit Lévy -Hinc̆in formula for convolution semigroups on locally compact groups. J. Theor. Probab. 2, 325–342 (1989)

    Article  Google Scholar 

  6. Heyer, H.: Probability Measures on Locally Compact Groups. Springer, Berlin (1977)

    Book  Google Scholar 

  7. Hunt, G.A.: Semigroups of measures on Lie groups. Trans. Am. Math. Soc. 81, 264–293 (1956)

    Article  Google Scholar 

  8. Kallenberg, O.: Foundations of Modern Probability, 2nd edn. Springer, Berlin (2002)

    Book  Google Scholar 

  9. Liao, M.: Lévy Processes in Lie Groups. Cambridge University Press, Cambridge (2004)

    Book  Google Scholar 

  10. Ramaswami, S.: Semigroups of measures on Lie groups. J. Indiana Math. Soc. 38, 175–189 (1974)

    MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer International Publishing AG, part of Springer Nature

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Liao, M. (2018). Lévy Processes in Lie Groups. In: Invariant Markov Processes Under Lie Group Actions. Springer, Cham. https://doi.org/10.1007/978-3-319-92324-6_2

Download citation

Publish with us

Policies and ethics