Spectral analysis of the zigzag process

Joris Bierkens, Sjoerd M. Verduyn Lunel

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3 Citations (Scopus)
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Abstract

The zigzag process is a variant of the telegraph process with position dependent switching intensities. A characterization of the L2-spectrum for the generator of the one-dimensional zigzag process is obtained in the case where the marginal stationary distribution on R is unimodal and the refreshment intensity is zero. Sufficient conditions are obtained for a spectral mapping theorem, mapping the spectrum of the generator to the spectrum of the corresponding Markov semigroup. Furthermore results are obtained for symmetric stationary distributions and for perturbations of the spectrum, in particular for the case of a non-zero refreshment intensity. In the examples we consider (including a Gaussian target distribution) a slight increase of the refreshment intensity above zero results in a larger L2-spectral gap, corresponding to an improved convergence in L2.

Original languageEnglish
Pages (from-to)827-860
Number of pages34
JournalAnnales de l'institut Henri Poincare (B) Probability and Statistics
Volume58
Issue number2
DOIs
Publication statusPublished - 2022

Keywords

  • Exponential ergodicity
  • Markov semigroup
  • Non-reversible Markov process
  • Perturbation theory
  • Piecewise deterministic Markov process
  • Spectral theory
  • Telegraph process
  • Zigzag process

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