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 language | English |
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Article number | 36 |
Journal | Electronic Communications in Probability |
Volume | 24 |
DOIs | |
State | Published - 2019 |
Keywords
- Entrance boundary
- Kemeny’s constant
- One-dimensional diffusion
All Science Journal Classification (ASJC) codes
- Statistics and Probability
- Statistics, Probability and Uncertainty