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相关论文: Approximations for the boundary crossing probabili…

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In this paper we study approximations for boundary crossing probabilities for the moving sums of i.i.d. normal random variables. We propose approximating a discrete time problem with a continuous time problem allowing us to apply developed…

统计理论 · 数学 2019-04-30 Jack Noonan , Anatoly Zhigljavsky

Among the various procedures used to detect potential changes in a stochastic process the moving sum algorithms are very popular due to their intuitive appeal and good statistical performance. One of the important design parameters of a…

统计方法学 · 统计学 2009-08-21 Swarnendu Kar , Kishan G. Mehrotra , Pramod K. Varshney

We derive explicit formulas for probabilities of Brownian motion with jumps crossing linear or piecewise linear boundaries in any finite interval. We then use these formulas to approximate the boundary crossing probabilities for general…

概率论 · 数学 2012-05-16 Jinghai Shao , Liqun Wang

Motivated by an approximation problem from mathematical finance, we analyse the stability of the boundary crossing probability for the multivariate Brownian motion process, with respect to small changes of the boundary. Under broad…

概率论 · 数学 2015-03-11 S. McKinlay , K. Borovkov

Donsker's theorem shows that random walks behave like Brownian motion in an asymptotic sense. This result can be used to approximate expectations associated with the time and location of a random walk when it first crosses a nonlinear…

统计理论 · 数学 2013-02-01 Robert Keener

Several classical results on boundary crossing probabilities of Brownian motion and random walks are extended to asymptotically Gaussian random fields, which include sums of i.i.d. random variables with multidimensional indices,…

概率论 · 数学 2007-05-23 Hock Peng Chan , Tze Leung Lai

For a multivariate random walk with i.i.d. jumps satisfying the Cramer moment condition and having a mean vector with at least one negative component, we derive the exact asymptotics of the probability of ever hitting the positive orthant…

概率论 · 数学 2019-05-09 Yuqing Pan , Konstantin Borovkov

We investigate crossing path probabilities for two agents that move randomly in a bounded region of the plane or on a sphere (denoted $R$). At each discrete time-step the agents move, independently, fixed distances $d_1$ and $d_2$ at angles…

应用统计 · 统计学 2009-09-29 Marc Artzrouni

We study the asymptotic probability that a random walk with heavy-tailed increments crosses a high boundary on a random time interval. We use new techniques to extend results of Asmussen [Ann. Appl. Probab. 8 (1998) 354-374] to completely…

概率论 · 数学 2017-11-29 Sergey Foss , Zbigniew Palmowski , Stan Zachary

One problem of wide interest involves estimating expected crossing-times. Several tools have been developed to solve this problem beginning with the works of Wald and the theory of sequential analysis. An extension of his approach is…

统计方法学 · 统计学 2015-06-17 Mark Brown , Victor de la Pena , Tony Sit

We investigate the distribution of the time spent by a random walker to the right of a boundary moving with constant velocity v. For the continuous-time problem (Brownian motion), we provide a simple alternative proof of Newman's recent…

统计力学 · 物理学 2009-11-07 C. Godreche , J. M. Luck

The inverse first-passage time problem determines a boundary such that the first-passage time of a Wiener process to this boundary has a given distribution. An approximation which is based on the starting value of the boundary to a smooth…

概率论 · 数学 2023-09-06 Yoann Potiron

For certain materials science scenarios arising in rubber technology, one-dimensional moving boundary problems (MBPs) with kinetic boundary conditions are capable of unveiling the large-time behavior of the diffusants penetration front,…

数值分析 · 数学 2023-12-04 Surendra Nepal , Magnus Ogren , Yosief Wondmagegne , Adrian Muntean

We calculate crossing probabilities and one-sided last exit time densities for a class of moving barriers on an interval $[0,T]$ via Schwartz distributions. We derive crossing probabilities and first hitting time densities for another class…

概率论 · 数学 2008-08-28 Nabil Kahale

We propose an approach to compute the boundary crossing probabilities for a class of diffusion processes which can be expressed as piecewise monotone (not necessarily one-to-one) functionals of a standard Brownian motion. This class…

概率论 · 数学 2007-05-23 Liqun Wang , Klaus Pötzelberger

We prove an estimate for the probability that a simple random walk in a simply connected subset A of Z^2 starting on the boundary exits A at another specified boundary point. The estimates are uniform over all domains of a given inradius.…

概率论 · 数学 2009-05-15 Michael J. Kozdron , Gregory F. Lawler

We propose a discrete time discrete space Markov chain approximation with a Brownian bridge correction for computing curvilinear boundary crossing probabilities of a general diffusion process on a finite time interval. For broad classes of…

概率论 · 数学 2021-12-13 Vincent Liang , Konstantin Borovkov

We consider the boundary crossing problem for time-homogeneous diffusions and general curvilinear boundaries. Bounds are derived for the approximation error of the one-sided (upper) boundary crossing probability when replacing the original…

概率论 · 数学 2007-08-28 A. N. Downes , K. Borovkov

Let {X_n,n\geq0} be a Markov chain on a general state space X with transition probability P and stationary probability \pi. Suppose an additive component S_n takes values in the real line R and is adjoined to the chain such that…

概率论 · 数学 2016-09-07 Cheng-Der Fuh

An explicit formula for the probability that a continuous local martingale crosses a one or two-sided random constant boundary in a finite time interval is derived. We obtain that the boundary crossing probability of a continuous local…

概率论 · 数学 2024-03-04 Yoann Potiron
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