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We consider a class of discrete time Markov chains with state space [0,1] and the following dynamics. At each time step, first the direction of the next transition is chosen at random with probability depending on the current location. Then…

概率论 · 数学 2014-12-04 Shaun McKinlay , Konstantin Borovkov

We develop a method for deriving thermodynamic bounds for first-passage problems of currents with two boundaries in Markov chains. Using this method, we derive a thermodynamic bound on the rate of dissipation in terms of the splitting…

统计力学 · 物理学 2025-12-23 Adarsh Raghu , Izaak Neri

This paper studies birth and death processes in interactive random environments where the birth and death rates and the dynamics of the state of the environment are dependent on each other. Two models of a random environment are considered:…

概率论 · 数学 2022-06-28 Guodong Pang , Andrey Sarantsev , Yuri Suhov

The recurrence features of persistent random walks built from variable length Markov chains are investigated. We observe that these stochastic processes can be seen as L{\'e}vy walks for which the persistence times depend on some internal…

概率论 · 数学 2017-12-11 Peggy Cénac , Basile De Loynes , Yoann Offret , Arnaud Rousselle

In this paper, we present new Poisson-type deviation inequalities for continuous-time Markov chains whose Wasserstein curvature or $\Gamma$-curvature is bounded below. Although these two curvatures are equivalent for Brownian motion on…

概率论 · 数学 2007-09-14 Aldéric Joulin

In this work, we consider an inhomogeneous (discrete time) Markov chain and are interested in its long time behavior. We provide sufficient conditions to ensure that some of its asymptotic properties can be related to the ones of a…

概率论 · 数学 2017-11-09 Michel Benaïm , Florian Bouguet , Bertrand Cloez

Motivated by the dynamics of resonant neurons we consider a differentiable, non-Markovian random process $x(t)$ and particularly the time after which it will reach a certain level $x_b$. The probability density of this first passage time is…

统计力学 · 物理学 2009-11-11 T. Verechtchaguina , I. M. Sokolov , L. Schimansky-Geier

We consider a stochastic spatial point process with births and deaths on $\mathbb{R}^d$, with the hard-core property that at any time the balls of radius half of any two points do not overlap. We give explicit construction of the process.…

概率论 · 数学 2016-04-19 Mayank Manjrekar

The birth-death process is a special type of continuous-time Markov chain with index set $\mathbb{N}$. Its resolvent matrix can be fully characterized by a set of parameters $(\gamma, \beta, \nu)$, where $\gamma$ and $\beta$ are…

概率论 · 数学 2024-09-10 Liping Li

In this review we discuss the persistence and the related first-passage properties in extended many-body nonequilibrium systems. Starting with simple systems with one or few degrees of freedom, such as random walk and random acceleration…

统计力学 · 物理学 2013-06-26 Alan J. Bray , Satya N. Majumdar , G. Schehr

We study the existence of densities for distributions of piecewise deterministic Markov processes. We also obtain relationships between invariant densities of the continuous time process and that of the process observed at jump times. In…

概率论 · 数学 2020-06-03 Piotr Gwiżdż , Marta Tyran-Kamińska

There are many Markov chains on infinite dimensional spaces whose one-step transition kernels are mutually singular when starting from different initial conditions. We give results which prove unique ergodicity under minimal assumptions on…

概率论 · 数学 2009-08-20 Martin Hairer , Jonathan C. Mattingly , Michael Scheutzow

In this short paper, we consider discrete-time Markov chains on lattices as approximations to continuous-time diffusion processes. The approximations can be interpreted as finite difference schemes for the generator of the process. We…

概率论 · 数学 2016-11-08 Christoph Reisinger

Spatial birth-and-death processes with a finite number of particles are obtained as unique solutions to certain stochastic equations. Conditions are given for existence and uniqueness of such solutions, as well as for continuous dependence…

概率论 · 数学 2015-02-25 Viktor Bezborodov

A birth-death process is a continuous-time Markov chain that counts the number of particles in a system over time. In the general process with $n$ current particles, a new particle is born with instantaneous rate $\lambda_n$ and a particle…

种群与进化 · 定量生物学 2012-10-11 Forrest W. Crawford , Marc A. Suchard

Consider a sequence (indexed by n) of Markov chains Z^n in R^d characterized by transition kernels that approximately (in n) depend only on the rescaled state n^{-1} Z^n. Subject to a smoothness condition, such a family can be closely…

概率论 · 数学 2009-08-17 Kamil Szczegot

A strong negative dependence property for measures on {0,1}^n - stability - was recently developed in [5], by considering the zero set of the probability generating function. We extend this property to the more general setting of…

概率论 · 数学 2011-04-27 Thomas M. Liggett , Alexander Vandenberg-Rodes

We consider continuous-time Markov chains on integers which allow transitions to adjacent states only, with alternating rates. We give explicit formulas for probability generating functions, and also for means, variances and state…

概率论 · 数学 2019-10-30 Luisa Beghin , Claudio Macci , Barbara Martinucci

In the analysis of Markov chains and processes, it is sometimes convenient to replace an unbounded state space with a "truncated" bounded state space. When such a replacement is made, one often wants to know whether the equilibrium behavior…

概率论 · 数学 2022-03-30 Alex Infanger , Peter W. Glynn , Yuanyuan Liu

Consider two epidemics whose expansions on $\mathbb{Z}^d$ are governed by two families of passage times that are distinct and stochastically comparable. We prove that when the weak infection survives, the space occupied by the strong one is…

概率论 · 数学 2016-08-16 Olivier Garet , Régine Marchand