Exponential trends of Ornstein–Uhlenbeck first-passage-time densities
- 1 June 1985
- journal article
- Published by Cambridge University Press (CUP) in Journal of Applied Probability
- Vol. 22 (2) , 360-369
- https://doi.org/10.2307/3213779
Abstract
The asymptotic behaviour of the first-passage-time pdf through a constant boundary for an Ornstein-Uhlenbeck process is investigated for large boundaries. It is shown that an exponential pdf arises, whose mean is the average first-passage time from 0 to the boundary. The proof relies on a new recursive expression of the moments of the first-passage-time pdf. The excellent agreement of theoretical and computational results is pointed out. It is also remarked that in many cases the exponential behaviour actually occurs even for small values of time and boundaryKeywords
This publication has 16 references indexed in Scilit:
- On an integral equation for first-passage-time probability densitiesJournal of Applied Probability, 1984
- Diffusion approximation and first passage time problem for a model neuron. II. Outline of a computation methodMathematical Biosciences, 1983
- A note on the evaluation of first-passage-time probability densitiesJournal of Applied Probability, 1983
- FIRST PASSAGE TIME PROBLEMS AND SOME RELATED COMPUTATIONAL METHODSCybernetics and Systems, 1982
- On the moments of the firing interval of the diffusion approximated model neuronMathematical Biosciences, 1978
- Evaluation of the first-passage time probability to a square root boundary for the Wiener processJournal of Applied Probability, 1977
- On the numerical solution of Brownian motion processesJournal of Applied Probability, 1973
- Boundary-crossing probabilities for the Brownian motion and Poisson processes and techniques for computing the power of the Kolmogorov-Smirnov testJournal of Applied Probability, 1971
- Solutions for a stochastic model of neuronal spike productionMathematical Biosciences, 1970
- Analysis of the exponential decay model of the neuron showing frequency threshold effectsBulletin of Mathematical Biology, 1969