On an integral equation for first-passage-time probability densities

We prove that for a diffusion process the first-passage-time p.d.f. through a continuous-time function with bounded derivative satisfies a Volterra integral equation of the second kind whose kernel and right-hand term are probability currents. For the case of the standard Wiener process this equation is solved in closed form not only for the class of boundaries already introduced by Park and Paranjape [15] but also for all boundaries of the type S(I) = a + bt ‘/p (p ∼ 2, a, b E ∼) for which no explicit analytical results have previously been available.

[1]  R. L. Stratonovich,et al.  Topics in the theory of random noise , 1967 .

[2]  H. D. Miller,et al.  The Theory Of Stochastic Processes , 1977, The Mathematical Gazette.

[3]  H. E. Daniels The minimum of a stationary Markov process superimposed on a U-shaped trend , 1969 .

[4]  J. Durbin Boundary-crossing probabilities for the Brownian motion and Poisson processes and techniques for computing the power of the Kolmogorov-Smirnov test , 1971, Journal of Applied Probability.

[5]  A note on boundary - crossing probabilities for the Brownian motion , 1972 .

[6]  R. Anderssen,et al.  On the numerical solution of Brownian motion processes , 1973, Journal of Applied Probability.

[7]  Ian F. Blake,et al.  Level-crossing problems for random processes , 1973, IEEE Trans. Inf. Theory.

[8]  Chull Park,et al.  Probabilities of Wiener paths crossing differentiable curves. , 1974 .

[9]  Evaluations of barrier-crossing probabilities of Wiener paths , 1976 .

[10]  Luigi M. Ricciardi On the transformation of diffusion processes into the Wiener process , 1976 .

[11]  A. Holden Models of the stochastic activity of neurones , 1976 .

[12]  Shunsuke Sato,et al.  Evaluation of the first-passage time probability to a square root boundary for the Wiener process , 1977, Journal of Applied Probability.

[13]  T. Maruyama,et al.  Stochastic Problems in Population Genetics , 1977 .

[14]  J. Hammersley,et al.  Diffusion Processes and Related Topics in Biology , 1977 .

[15]  Shunsuke Sato,et al.  On the moments of the firing interval of the diffusion approximated model neuron , 1978 .

[16]  Roger Ratcliff,et al.  A note on modeling accumulation of information when the rate of accumulation changes over time , 1980 .

[17]  Evaluations of absorption probabilities for the Wiener process on large intervals , 1980 .

[18]  R. Heath A tandem random walk model for psychological discrimination. , 1981, The British journal of mathematical and statistical psychology.

[19]  L. Favella,et al.  On a weakly singular Volterra integral equation , 1981 .

[20]  Laura Sacerdote,et al.  MEAN VARIANCE AND SKEWNESS OF THE FIRST PASSAGE TIME FOR THE ORNSTEIN-UHLENBECK PROCESS , 1981 .

[21]  L. Ricciardi,et al.  FIRST PASSAGE TIME PROBLEMS AND SOME RELATED COMPUTATIONAL METHODS , 1982 .

[22]  Shunsuke Sato,et al.  Diffusion approximation and first passage time problem for a model neuron. II. Outline of a computation method , 1983 .

[23]  L. Ricciardi,et al.  A note on the evaluation of first-passage-time probability densities , 1983, Journal of Applied Probability.