Kemeny’s constant for one-dimensional diffusions

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Abstract

Let X(·) be a non-degenerate, positive recurrent one-dimensional diffusion process on R with invariant probability density µ(x), and let τy = inf {t ≥ 0: X(t) = y} denote the first hitting time of y. Let X be a random variable independent of the diffusion process X(·) and distributed according to the process’s invariant probability measure µ(x)dx. Denote by Eµ the expectation with respect to X. Consider the expression (Formula presented) In words, this expression is the expected hitting time of the diffusion starting from x of a point chosen randomly according to the diffusion’s invariant distribution. We show that this expression is constant in x, and that it is finite if and only if ±∞ are entrance boundaries for the diffusion. This result generalizes to diffusion processes the corresponding result in the setting of finite Markov chains, where the constant value is known as Kemeny’s constant.

Original languageEnglish
Article number36
JournalElectronic Communications in Probability
Volume24
DOIs
StatePublished - 2019

Keywords

  • Entrance boundary
  • Kemeny’s constant
  • One-dimensional diffusion

All Science Journal Classification (ASJC) codes

  • Statistics and Probability
  • Statistics, Probability and Uncertainty

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