Probability Abstracts 94

This document contains abstracts 4514-4721 from Aug-1-2006 to Set-30-2006.
They have been mailed on Oct 1st, 2006.

4514. An isoperimetric inequality on the ell_p balls

Author(s): Sasha Sodin

Abstract: The normalised volume measure on the $ell_p^n$ unit ball (for p between 1 and 2) satisfies the following isoperimetric inequality: the boundary measure of a set of measure $a$ is at least $c n^1/p a' log^{1-1/p} (1/a')$, where $a' = min(a, 1 - a)$.

http://arXiv.org/abs/math/0607398
http://front.math.ucdavis.edu/math.PR/0607398 (alternate)

4515. Convergence rates of random walk on irreducible representations of finite groups

Author(s): Jason Fulman

Abstract: Random walk on the set of irreducible representations of a finite group is investigated. For the symmetric and general linear groups, a sharp convergence rate bound is obtained and a cutoff phenomenon is proved. As a related result, an asymptotic description of Plancherel measure of the finite general linear groups is given.

http://arXiv.org/abs/math/0607399
http://front.math.ucdavis.edu/math.PR/0607399 (alternate)

4516. Mirror couplings and Neumann eigenfunctions

Author(s): Rami Atar and Krzysztof Burdzy

Abstract: We analyze a pair of reflected Brownian motions in a planar domain $D$, for which the increments of both processes form mirror images of each other when the processes are not on the boundary. We show that for $D$ in a class of smooth convex planar domains, the two processes remain ordered forever, according to a certain partial order. This is used to prove that the second eigenvalue is simple for the Laplacian with Neumann boundary conditions for the same class of domains.

http://arXiv.org/abs/math/0607400
http://front.math.ucdavis.edu/math.PR/0607400 (alternate)

4517. Law of Large Numbers for products of random matrices with coefficients in the max-plus semi-ring

Author(s): Glenn Merlet (IRMAR)

Abstract: We analyze the asymptotic behavior of random variables $x(n,x\_0)$ defined by $x(0,x\_0)=x\_0$ and $x(n+1,x\_0)=A(n)x(n,x\_0)$, where $\sAn$ is a stationary and ergodic sequence of random matrices with entries in the semi-ring \mbox{$\R\cup\{-\infty\}$} whose addition is the $\max$ and whose multiplication is $+$. Such sequences modelize a large class of discrete event systems, among which timed event graphs, 1-bounded Petri nets, some queuing networks, train or computer networks. We give necessary conditions for $(\frac{1}{n}x(n,x\_0))\_{n\in\N}$ to converge almost surely. Then, we prove a general scheme to give partial converse theorems. When $\max\_{A\_{ij}(0)\neq -\infty}|A\_{ij}(0)|$ is integrable, it allows us: - to give a necessary and sufficient condition for the convergence of $(\frac{1}{n}x(n,0))\_{n\in\N}$ when the sequence $(A(n))\_{n\in\N}$ is i.i.d., - to prove that, if $(A(n) )\_{n\in\N}$ satisfy a condition of reinforced ergodicity and a condition of fixed structure (i.e. $\P(A\_{ij}(0)=-\infty)\in\{0,1\}$), then $(\frac{1}{n}x(n,0))\_{n\in\N}$ converges almost-surely, - and to reprove the convergence of $(\frac{1}{n}x(n,0))\_{n\in\N}$ if the diagonal entries are never $-\infty$.

http://arXiv.org/abs/math/0607406
http://front.math.ucdavis.edu/math.PR/0607406 (alternate)

4518. Feedback stabilization for Oseen fluid equations:A stochastic approach

Author(s): Jinqiao Duan and Andrei V. Fursikov

Abstract: The authors consider stochastic aspects of the stabilization problem for two and three-dimensional Oseen equations with help of feedback control defined on a part of the fluid boundary. Stochastic issues arise when inevitable unpredictable fluctuations in numerical realization of stabilization procedures are taken into account and they are supposed to be independent identically distributed random variables. Under this assumption the solution to the stabilization problem obtained via boundary feedback control can be described by a Markov chain or a discrete random dynamical system. It is shown that this random dynamical system possesses a unique, exponentially attracting, invariant measure, namely, this random dynamical system is ergodic. This gives adequate statistical description of the stabilization process on the stage when stabilized solution has to be retained near zero (i.e. near unstable state of equilibrium).

http://arXiv.org/abs/math/0607429
http://front.math.ucdavis.edu/math.AP/0607429 (alternate)

4519. Attractors and Time Averages for Random Maps

Author(s): Vitor Araujo

Abstract: Considering random noise in finite dimensional parameterized families of diffeomorphisms of a compact finite dimensional boundaryless manifold M, we show the existence of time averages for almost every orbit of each point of M, imposing mild conditions on the families. Moreover these averages are given by a finite number of physical absolutely continuous stationary probability measures. We use this result to deduce that situations with infinitely many sinks and Henon-like attractors are not stable under random perturbations, e.g., Newhouse's and Colli's phenomena in the generic unfolding of a quadratic homoclinic tangency by a one-parameter family of diffeomorphisms.

http://arXiv.org/abs/math/0607433
http://front.math.ucdavis.edu/math.DS/0607433 (alternate)

4520. Infinitely Many Stochastically Stable Attractors

Author(s): Vitor Araujo

Abstract: Let f be a diffeomorphism of a compact finite dimensional boundaryless manifold M exhibiting infinitely many coexisting attractors. Assume that each attractor supports a stochastically stable probability measure and that the union of the basins of attraction of each attractor covers Lebesgue almost all points of M. We prove that the time averages of almost all orbits under random perturbations are given by a finite number of probability measures. Moreover these probability measures are close to the probability measures supported by the attractors when the perturbations are close to the original map f.

http://arXiv.org/abs/math/0607434
http://front.math.ucdavis.edu/math.DS/0607434 (alternate)

4521. Estimates and structure of $\alpha$-harmonic functions

Author(s): Krzysztof Bogdan and Tadeusz Kulczycki and Mateusz Kwa\'snicki

Abstract: We prove a uniform boundary Harnack inequality for nonnegative harmonic functions of the fractional Laplacian on arbitrary open set $D$. This yields a unique representation of such functions as integrals against measures on $D^c\cup \{\infty\}$ satisfying an integrability condition. The corresponding Martin boundary of $D$ is a subset of the Euclidean boundary determined by an integral test.

http://arXiv.org/abs/math/0607561
http://front.math.ucdavis.edu/math.PR/0607561 (alternate)

4522. The topological structure of scaling limits of large planar maps

Author(s): Jean-Francois Le Gall

Abstract: We discuss scaling limits of large bipartite planar maps. If p is a fixed integer strictly greater than 1, we consider a random planar map M(n) which is uniformly distributed over the set of all 2p-angulations with n faces. Then, at least along a suitable subsequence, the metric space M(n) equipped with the graph distance rescaled by the factor n to the power -1/4 converges in distribution as n tends to infinity towards a limiting random compact metric space, in the sense of the Gromov-Hausdorff distance. We prove that the topology of the limiting space is uniquely determined independently of p, and that this space can be obtained as the quotient of the Continuum Random Tree for an equivalence relation which is defined from Brownian labels attached to the vertices. We also verify that the Hausdorff dimension of the limit is almost surely equal to 4.

http://arXiv.org/abs/math/0607567
http://front.math.ucdavis.edu/math.PR/0607567 (alternate)

4523. A Characterization of the Set-indexed Fractional Brownian Motion by Increasing Paths

Author(s): Erick Herbin and Ely Merzbach

Abstract: We prove that a set-indexed process is a set-indexed fractional Brownian motion if and only if its projections on all the increasing paths are one-parameter time changed fractional Brownian motions. As an application, we present an integral representation for such processes.

http://arXiv.org/abs/math/0607575
http://front.math.ucdavis.edu/math.PR/0607575 (alternate)

4524. Stationary Symmetric alpha-Stable Discrete Parameter Random Fields

Author(s): Parthanil Roy and Gennady Samorodnitsky

Abstract: We establish a connection between the structure of a stationary symmetric alpha-stable random field (0 < alpha < 2) and ergodic theory of non-singular group actions, elaborating on a previous work by Rosinski (2000). With the help of this connection, we study the extreme values of the field over increasing boxes. Depending on the ergodic theoretical and group theoretical structures of the underlying action, we observe different kinds of asymptotic behavior of this sequence of extreme values.

http://arXiv.org/abs/math/0607587
http://front.math.ucdavis.edu/math.PR/0607587 (alternate)

4525. Stochastic geometry of critical curves, Schramm-Loewner evolutions, and conformal field theory

Author(s): Ilya A. Gruzberg

Abstract: Conformally-invariant curves that appear at critical points in two-dimensional statistical mechanics systems, and their fractal geometry have received a lot of attention in recent years. On the one hand, Schramm has invented a new rigorous as well as practical calculational approach to critical curves, based on a beautiful unification of conformal maps and stochastic processes, and by now known as Schramm-Loewner evolution (SLE). On the other hand, Duplantier has applied boundary quantum gravity methods to calculate exact multifractal exponents associated with critical curves. In the first part of this paper I provide a pedagogical introduction to SLE. I present mathematical facts from the theory of conformal maps and stochastic processes related to SLE. Then I review basic properties of SLE and provide practical derivation of various interesting quantities related to critical curves, including fractal dimensions and crossing probabilities. The second part of the paper is devoted to a way of describing critical curves using boundary conformal field theory (CFT) in the so-called Coulomb gas formalism. This description provides an alternative (to quantum gravity) way of obtaining the multifractal spectrum of critical curves using only traditional methods of CFT based on free bosonic fields.

http://arXiv.org/abs/math-ph/0607046
http://front.math.ucdavis.edu/math-ph/0607046 (alternate)

4526. Characterization of the optimal plans for the Monge-Kantorovich transport problem

Author(s): Christian L\'{e}onard (MODAL'X and CMAP)

Abstract: We present a general method, based on conjugate duality, for solving a convex minimization problem without assuming unnecessary topological restrictions on the constraint set. It leads to dual equalities and characterizations of the minimizers without constraint qualification. As an example of application, the Monge-Kantorovich optimal transport problem is solved in great detail. In particular, the optimal transport plans are characterized without restriction. This characterization improves the already existing literature on the subject.

http://arXiv.org/abs/math/0607604
http://front.math.ucdavis.edu/math.OC/0607604 (alternate)

4527. Pathwise asymptotic behavior of random determinants in the Jacobi ensemble

Author(s): Alain Rouault (LM-Versailles)

Abstract: This is a companion paper of arxiv math.PR/050921. It concentrates on asymptotic properties of determinants of random matrices in the Jacobi ensemble. Let $M \in {\cal M}\_{n\_1 + n\_2,r}(`R)$ (with $r \leq n\_1 + n\_2$) be a matrix whose entries are standard i.i.d. Gaussian. If $M^T = (M\_1^T, M\_2^T)$ with $M\_1 \in {\cal M}\_{n\_1,r}$ and $M\_2 \in {\cal M}\_{n\_2,r}$, then, $W\_1 := M\_1^T M\_1$ and $W\_2 := M\_2^T M\_2$ are independent $r\times r$ Wishart matrices with parameters $n\_1$ and $n\_2$ and $M^T M = W\_1 + W\_2$ is Wishart with parameter $n\_1+ n\_2$. Then ${\cal Z} := (W\_1 + W\_2)^{-1/2} W\_1 (W\_1 + W\_2)^{-1/2}$ has a Beta matrix variate distribution with parameters $n\_1/2, n\_2/2$ (sometimes called the Jacobi distribution). We set $n\_1 = \lfloor n\tau\_1 \rfloor$, $n\_2 = \lfloor n\tau\_2 \rfloor$, $r= \lfloor nt\rfloor$ $t\in [0, \tau\_1)$ and let $n \to \infty$; we define ${\cal Z}\_n (t)$ as the corresponding matrix and $\Theta\_n (t) := |{\cal Z}\_n(t)|$ as its determinant. In the Jacobi ensemble, the Kshirsagar's theorem decomposes $\Theta\_n (t)$ into a product of independent beta distributed variables. This allows us to study the process $\frac{1}{n} (n^{-1} \log \Theta\_n (t), t \in [0,\tau\_1))$ and the asymptotic behavior of the sequence $\{\frac{1}{n} n^{-1}\log \Theta\_n \}\_n$ as $n\to \infty$ with $\tau\_1$ and $\tau\_2$ fixed : a.s. convergence, fluctuations, large deviations. We connect the results for marginals (fixed $t$) with those obtained by the study of the empirical spectral distribution. In the whole paper, we consider the problem of general $\beta$, where the particular cases $\beta = 1,2,4$ correspond to real, complex, and quaternionic matrices.

http://arXiv.org/abs/math/0607767
http://front.math.ucdavis.edu/math.PR/0607767 (alternate)

4528. Mean-variance Hedging in the Discontinuous Case

Author(s): Jianming Xia

Abstract: The results on the mean-variance hedging problem in Gouri\'eroux, Laurent and Pham (1998), Rheinl\"ander and Schweizer (1997) and Arai (2005) are extended to discontinuous semimartingale models. When the num\'eraire method is used, we only assume the Radon-Nikodym derivative of the variance-optimal signed martingale measure (VSMM) is non-zero almost surely (but may be strictly negative). When discussing the relation between the solutions and the Galtchouk-Kunita-Watanabe decompositions under the VSMM, we only assume the VSMM is equivalent to the reference probability.

http://arXiv.org/abs/math/0607775
http://front.math.ucdavis.edu/math.PR/0607775 (alternate)

4529. Translated Poisson approximation using exchangeable pair couplings

Author(s): Adrian R\"ollin

Abstract: It is shown that the method of exchangeable pairs introduced by Stein (1986) for normal approximation can effectively be used for translated Poisson approximation. Introducing an additional smoothness condition, one can obtain approximation results in total variation and also in a local limit metric. The result is applied in particular to the anti-voter model on finite graphs as analysed by Rinott and Rotar (1997), obtaining the same rate of convergence, but now for a stronger metric.

http://arXiv.org/abs/math/0607781
http://front.math.ucdavis.edu/math.PR/0607781 (alternate)

4530. Stochastic Stokes' drift of a flexible dumbbell

Author(s): Kalvis M. Jansons

Abstract: We consider the stochastic Stokes' drift of a flexible dumbbell. The dumbbell consists of two isotropic Brownian particles connected by a linear string with zero natural length, and is advected by a sinusoidal wave. We find an asymptotic approximation for the Stokes' drift in the limit of a weak wave, and find good agreement with the results of a Monte Carlo simulation. Interestingly, the dependence of the Stokes' drift on the strength of the spring is not monotonic.

http://arXiv.org/abs/math/0607797
http://front.math.ucdavis.edu/math.PR/0607797 (alternate)

4531. ODE methods for skip-free Markov chain stability with applications to MCMC

Author(s): Gersende Fort (TSI) and Sean Meyn and Eric Moulines (TSI) and Pierre Priouret (PMA)

Abstract: Fluid limit techniques have become a central tool to analyze queueing networks over the last decade, with applications to performance analysis, simulation, and optimization. In this paper some of these techniques are extended to a general class of skip-free Markov chains. As in the case of queueing models, a fluid approximation is obtained by scaling time, space, and the initial condition by a large constant. The resulting fluid limit is the solution of an ordinary differential equation (ODE) in ``most'' of the state space. Stability and finer ergodic properties for the stochastic model then follow from stability of the set of fluid limits. Moreover, similar to the queueing context where fluid models are routinely used to design control policies, the structure of the limiting ODE in this general setting provides an understanding of the dynamics of the Markov chain. These results are illustrated through application to Markov Chain Monte Carlo.

http://arXiv.org/abs/math/0607800
http://front.math.ucdavis.edu/math.PR/0607800 (alternate)

4532. Isoperimetric inequalities and mixing time for a random walk on a random point process

Author(s): P. Caputo and A. Faggionato

Abstract: We consider the random walk on a simple point process on R^d, d>1, whose jump rates decay exponentially in the A-power of jump length. The case A=1 corresponds to the phonon-induced variable-range hopping in disordered solids in the regime of strong Anderson localization. Under mild assumptions on the point process, we show for A in (0,d) that the random walk confined to a cubic box of side L has a.s. Cheeger constant of order at least L^{-1} and mixing time of order L^2. For the Poisson point process we prove that at A=d there is a transition from diffusive to subdiffusive behavior of the random walk.

http://arXiv.org/abs/math/0607805
http://front.math.ucdavis.edu/math.PR/0607805 (alternate)

4533. Tug of war with noise: a game theoretic view of the p-Laplacian

Author(s): Yuval Peres and Scott Sheffield

Abstract: Fix a bounded domain Omega in R^d, a continuous function F on the boundary of Omega, and constants epsilon>0, p>1, and q>1 with p^{-1} + q^{-1} = 1. For each x in Omega, let u^epsilon(x) be the value for player I of the following two-player, zero-sum game. The initial game position is x. At each stage, a fair coin is tossed and the player who wins the toss chooses a vector v of length at most epsilon to add to the game position, after which a random ``noise vector'' with mean zero and variance (q/p)|v|^2 in each orthogonal direction is also added. The game ends when the game position reaches some y on the boundary of Omega, and player I's payoff is F(y). We show that (for sufficiently regular Omega) as epsilon tends to zero the functions u^epsilon converge uniformly to the unique p-harmonic extension of F. Using a modified game (in which epsilon gets smaller as the game position approaches the boundary), we prove similar statements for general bounded domains Omega and resolutive functions F. These games and their variants interpolate between the tug of war games studied by Peres, Schramm, Sheffield, and Wilson (p=infinity) and the motion-by-curvature games introduced by Spencer and studied by Kohn and Serfaty (p=1). They generalize the relationship between Brownian motion and the ordinary Laplacian and yield new results about p-capacity and p-harmonic measure.

http://arXiv.org/abs/math/0607761
http://front.math.ucdavis.edu/math.AP/0607761 (alternate)

4534. Large deviations for semiflows over a non-uniformly expanding base

Author(s): Vitor Araujo

Abstract: We obtain a large deviation bound for continuous observables on suspension semiflows over a non-uniformly expanding base transformation with non-flat singularities or criticalities, where the roof function defining the suspension behaves like the logarithm of the distance to the singular/critical set of the base map. That is, given a continuous function we consider its space average with respect to a physical measure and compare this with the time averages along orbits of the semiflow, showing that the Lebesgue measure of the set of points whose time averages stay away from the space average tends to zero exponentially fast as time goes to infinity. Suspension semiflows model the dynamics of flows admitting cross-sections, where the dynamics of the base is given by the Poincar\'e return map and the roof function is the return time to the cross-section. The results are applicable in particular to semiflows modeling the geometric Lorenz attractors and the Lorenz flow, as well as other semiflows with multidimensional non-uniformly expanding base with non-flat singularities and/or criticalities under slow recurrence rate conditions to this singular/critical set. We are also able to obtain exponentially fast escape rates from subsets without full measure.

http://arXiv.org/abs/math/0607771
http://front.math.ucdavis.edu/math.DS/0607771 (alternate)

4535. A note on the Menchov-Rademacher Inequality

Author(s): Witold Bednorz

Abstract: We improve constants in the Rademacher-Menchov inequality.

http://arXiv.org/abs/math/0608023
http://front.math.ucdavis.edu/math.PR/0608023 (alternate)

4536. Slow movement of random walk in random environment on a regular tree

Author(s): Yueyun Hu (LAGA) and Zhan Shi (PMA)

Abstract: We consider a recurrent random walk in random environment on a regular tree. Under suitable general assumptions upon the distribution of the environment, we show that the walk exhibits an unusual slow movement: the order of magnitude of the walk in the first $n$ steps is $(\log n)^3$.

http://arXiv.org/abs/math/0608036
http://front.math.ucdavis.edu/math.PR/0608036 (alternate)

4537. Equilibrium Glauber dynamics of continuous particle systems as a scaling limit of Kawasaki dynamics

Author(s): Dmitri L. Finkelshtein and Yuri G. Kondratiev and Eugene W. Lytvynov

Abstract: A Kawasaki dynamics in continuum is a dynamics of an infinite system of interacting particles in $\mathbb{R}^d$ which randomly hop over the space. In this paper, we deal with an equilibrium Kawasaki dynamics which has a Gibbs measure $mu$ as invariant measure. We study a scaling limit of such a dynamics, derived through a scaling of the jump rate. Informally, we expect that, in the limit, only jumps of ``infinite length'' will survive, i.e., we expect to arrive at a Glauber dynamics in continuum (a birth-and-death process in $\mathbb{R}^d$). We prove that, in the low activity-high temperature regime, the generators of the Kawasaki dynamics converge to the generator of a Glauber dynamics. The convergence is on the set of exponential functions, in the $L^2(\mu)$-norm. Furthermore, additionally assuming that the potential of pair interaction is positive, we prove the weak convergence of the finite-dimensional distributions of the processes.

http://arXiv.org/abs/math/0608051
http://front.math.ucdavis.edu/math.PR/0608051 (alternate)

4538. Measure Concentration of Hidden Markov Processes

Author(s): Leonid Kontorovich

Abstract: We prove what appears to be the first concentration of measure result for hidden Markov processes. Our bound is stated in terms of the contraction coefficients of the underlying Markov process, and strictly generalizes the Markov process concentration results of Marton (1996) and Samson (2000). Somewhat surprisingly, the bound turns out to be the same as for ordinary Markov processes; this property, however, fails for general hidden/observed process pairs.

http://arXiv.org/abs/math/0608064
http://front.math.ucdavis.edu/math.PR/0608064 (alternate)

4539. On two biased graph processes

Author(s): Gideon Amir and Eyal Lubetzky

Abstract: In [Amir et al.], the authors consider the generalization $\Gor$ of the Erd\H{o}s-R\'enyi random graph process $G$, where instead of adding new edges uniformly, $\Gor$ gives a weight of size 1 to missing edges between pairs of isolated vertices, and a weight of size $K\in[0,\infty)$ otherwise. This can correspond to the linking of settlements or the spreading of an epidemic. The authors investigate $\tgor(K)$, the critical time for the appearance of a giant component as a function of $K$, and prove that $\tgor=(1+o(1))\frac{4}{\sqrt{3K}}$, using a proper timescale. In this work, we show that a natural variation of the model $\Gor$ has interesting properties. Define the process $\Gand$, where a weight of size $K$ is assigned to edges between pairs of non-isolated vertices, and a weight of size 1 otherwise. We prove that the asymptotical behavior of the giant component threshold is essentially the same for $\Gand$, and namely $\tgand / \tgor$ tends to $\frac{64\sqrt{6}}{\pi(24+\pi^2)}\approx 1.47$ as $K\to\infty$. However, the corresponding thresholds for connectivity satisfy $\tcand / \tcor=\max\{{1/2},K\}$ for every $K>0$. Following the methods of [Amir et al.], $\tgand$ is characterized as the singularity point to a system of differential equations, and computer simulations of both models agree with the analytical results as well as with the asymptotic analysis. In the process, we answer the following question: when does a giant component emerge in a graph process where edges are chosen uniformly out of all edges incident to isolated vertices, while such exist, and otherwise uniformly? This corresponds to the value of $\tgand(0)$, which we show to be ${3/2}+\frac{4}{3\mathrm{e}^2-1}$.

http://arXiv.org/abs/math/0608097
http://front.math.ucdavis.edu/math.CO/0608097 (alternate)

4540. On the absence of ferromagnetism in typical 2D ferromagnets

Author(s): Marek Biskup and Lincoln Chayes and Steven A. Kivelson

Abstract: We consider the Ising systems in $d$ dimensions with nearest-neighbor ferromagnetic interactions and long-range repulsive (antiferromagnetic) interactions which decay with a power, $s$, of the distance. The physical context of such models is discussed; primarily this is $d=2$ and $s=3$ where, at long distances, genuine magnetic interactions between genuine magnetic dipoles are of this form. We prove that when the power of decay lies above $d$ and does not exceed $d+1$, then for all temperatures, the spontaneous magnetization is zero. In contrast, we also show that for powers exceeding $d+1$ (with $d\ge2$) magnetic order can occur.

http://arXiv.org/abs/math-ph/0608009
http://front.math.ucdavis.edu/math-ph/0608009 (alternate)

4541. Invasion percolation on regular trees

Author(s): Omer Angel and Jesse Goodman and Frank den Hollander and Gordon Slade

Abstract: We consider invasion percolation on a rooted regular tree. For the infinite cluster invaded from the root, we identify the scaling behaviour of its $r$-point function for any $r \ge 2$ and of its volume both at a given height and below a given height. In addition, we derive scaling estimates for simple random walk on the cluster starting from the root. We find that while the power laws of the scaling are the same as for the incipient infinite cluster for ordinary percolation, the scaling functions differ. Thus, somewhat surprisingly, the two clusters behave differently. We show that the invasion percolation cluster is stochastically dominated by the incipient infinite cluster. Far above the root, the two clusters have the same law locally, but not globally. A key ingredient in the proofs is an analysis of the forward maximal weights along the backbone of the invasion percolation cluster. These weights decay towards the critical value for ordinary percolation, but only slowly, and this slow decay causes an anomalous scaling behaviour.

http://arXiv.org/abs/math/0608132
http://front.math.ucdavis.edu/math.PR/0608132 (alternate)

4542. Symmetric and centered binomial approximation of sums of locally dependent random variables

Author(s): Adrian R\"ollin

Abstract: Stein's method is used to approximate sums of discrete and locally dependent random variables by a centered and symmetric Binomial distribution. Under appropriate smoothness properties of the summands, the same order of accuracy as in the Berry-Essen Theorem is achieved. The approximation of the total number of points of a point processes is also considered. The results are applied to the exceedances of the $r$-scans process and to the Mat\'ern hardcore point process type I.

http://arXiv.org/abs/math/0608138
http://front.math.ucdavis.edu/math.PR/0608138 (alternate)

4543. Evolution of the interfaces in a two dimensional Potts model

Author(s): Glauco Valle

Abstract: We investigate the evolution of the random interfaces in a two dimensional Potts model at zero temperature under Glauber dynamics for some particular initial conditions. We prove that under space-time diffusive scaling the shape of the interfaces converges in probability to the solution of a non-linear parabolic equation. This Law of Large Numbers is obtained from the Hydrodynamic limit of a coupling between an exclusion process and an inhomogeneous one dimensional zero range process with asymmetry at the origin.

http://arXiv.org/abs/math/0608142
http://front.math.ucdavis.edu/math.PR/0608142 (alternate)

4544. Random walk on the incipient infinite cluster for oriented percolation in high dimensions

Author(s): Martin T. Barlow and Antal A. Jarai and Takashi Kumagai and Gordon Slade

Abstract: We consider simple random walk on the incipient infinite cluster for the spread-out model of oriented percolation on $Z^d \times Z_+$. In dimensions $d>6$, we obtain bounds on exit times, transition probabilities, and the range of the random walk, which establish that the spectral dimension of the incipient infinite cluster is 4/3, and thereby prove a version of the Alexander--Orbach conjecture in this setting. The proof divides into two parts. One part establishes general estimates for simple random walk on an arbitrary infinite random graph, given suitable bounds on volume and effective resistance for the random graph. A second part then provides these bounds on volume and effective resistance for the incipient infinite cluster in dimensions $d>6$, by extending results about critical oriented percolation obtained previously via the lace expansion.

http://arXiv.org/abs/math/0608164
http://front.math.ucdavis.edu/math.PR/0608164 (alternate)

4545. Stationary and Nonequilibrium Fluctuations in Boundary Driven Exclusion Processes

Author(s): Claudio Landim (LMRS) and Aniura Milan\'{e}s (ICEX) and Stefano Olla (CEREMADE)

Abstract: We prove nonequilibrium fluctuations for the boundary driven symmetric simple exclusion process. We deduce from this result the stationary fluctuations.

http://arXiv.org/abs/math/0608165
http://front.math.ucdavis.edu/math.PR/0608165 (alternate)

4546. An impact of stochastic dynamic boundary conditions on the evolution of the Cahn-Hilliard system

Author(s): Desheng Yang and Jinqiao Duan

Abstract: Nonlinear systems are often subject to random influences. Sometimes the noise enters the system through physical boundaries and this leads to stochastic dynamic boundary conditions. A dynamic, as opposed to static, boundary condition involves the time derivative as well as spatial derivatives for the system state variables on the boundary. Although stochastic \emph{static} (Neumann or Dirichet type) boundary conditions have been applied for stochastic partial differential equations, not much is known about the dynamical impact of stochastic \emph{dynamic} boundary conditions. The purpose of this paper is to study possible impacts of stochastic dynamic boundary conditions on the long term dynamics of the Cahn-Hilliard equation arising in the materials science. We show that the dimension estimation of the random attractor increases as the coefficient for the dynamic term in the stochastic dynamic boundary condition decreases. However, the dimension of the random attractor is not affected by the corresponding stochastic static boundary condition.

http://arXiv.org/abs/math/0608133
http://front.math.ucdavis.edu/math.DS/0608133 (alternate)

4547. Random Dynamical Systems

Author(s): Vitor Araujo

Abstract: The concept of random dynamical system is a comparatively recent development combining ideas and methods from the well developed areas of probability theory and dynamical systems. Due to our inaccurate knowledge of the particular physical system or due to computational or theoretical limitations (lack of sufficient computational power, inefficient algorithms or insufficiently developed mathematical or physical theory, for example), the mathematical models never correspond exactly to the phenomenon they are meant to model. Moreover when considering practical systems we cannot avoid either external noise or measurement or inaccuracy errors, so every realistic mathematical model should allow for small errors along orbits not to disturb too much the long term behavior. To be able to cope with unavoidable uncertainty about the ``correct'' parameter values, observed initial states and even the specific mathematical formulation involved, we let randomness be embedded within the model to begin with. We present the most basic classes of models in what follows, then define the general concept and present some developments and examples of applications.

http://arXiv.org/abs/math/0608162
http://front.math.ucdavis.edu/math.DS/0608162 (alternate)

4548. High order expansion of matrix models and enumeration of maps

Author(s): Edouard Maurel-Segala

Abstract: Perturbation of the GUE are known in physics to be related to enumeration of graphs on surfaces. We investigate this idea and show that for a small convex perturbation, we can perform a genus expansion: the moments of the empirical measure can be developed into a series whose g-th term is a generating function of graphs on a surface of genus g.

http://arXiv.org/abs/math/0608192
http://front.math.ucdavis.edu/math.PR/0608192 (alternate)

4549. Unitary matrix integrals

Author(s): Benoit Collins and Alice Guionnet and Edouard Maurel-Segala

Abstract: We prove that the limit of various unitary matrix integrals, including the Itzykson-Zuber integral, exists in a small parameters region and is analytic in these parameters.

http://arXiv.org/abs/math/0608193
http://front.math.ucdavis.edu/math.PR/0608193 (alternate)

4550. Damage segregation at fissioning may increase growth rates: A superprocess model

Author(s): Steven N. Evans and David Steinsaltz

Abstract: A fissioning organism may purge unrepairable damage by bequeathing it preferentially to one of its daughters. We propose a superprocess model, and show that when damage accumulates deterministically, optimal growth is achieved by unequal division of damage between the daughters.

http://arXiv.org/abs/q-bio/0608008
http://front.math.ucdavis.edu/q-bio.PE/0608008 (alternate)

4551. On the asymptotic behaviour of random recursive trees in random environment

Author(s): Konstantin Borovkov and Vladimir Vatutin

Abstract: We consider growing random recursive trees in random environment, in which at each step a new vertex is attached (by an edge of a random length) to an existing tree vertex according to a probability distribution that assigns the tree vertices masses proportional to their random weights. The main aim of the paper is to study the asymptotic behaviour of the distance from the newly inserted vertex to the tree's root and that of the mean numbers of outgoing vertices as the number of steps tends to infinity. Most of the results are obtained under the assumption that the random weights have a product form with independent identically distributed factors.

http://arXiv.org/abs/math/0608211
http://front.math.ucdavis.edu/math.PR/0608211 (alternate)

4552. Proof of a conjecture of N. Konno for the 1D contact process

Author(s): J. van den Berg and O. H\"{a}ggstr\"{o}m and J. Kahn

Abstract: Consider the one-dimensional contact process. About ten years ago, N. Konno stated the conjecture that, for all positive integers $n,m$, the upper invariant measure has the following property: Conditioned on the event that $O$ is infected, the events $\{$All sites $-n,...,-1$ are healthy$\}$ and $\{$All sites $1,...,m$ are healthy$\}$ are negatively correlated. We prove (a stronger version of) this conjecture, and explain that in some sense it is a dual version of the planar case of one of our results in \citeBHK.

http://arXiv.org/abs/math/0608216
http://front.math.ucdavis.edu/math.PR/0608216 (alternate)

4553. A note on percolation in cocycle measures

Author(s): Ronald Meester

Abstract: We describe infinite clusters which arise in nearest-neighbour percolation for so-called cocycle measures on the square lattice. These measures arise naturally in the study of random transformations. We show that infinite clusters have a very specific form and direction. In concrete situations, this leads to a quick decision whether or not a certain cocycle measure percolates. We illustrate this with two examples which are interesting in their own right.

http://arXiv.org/abs/math/0608217
http://front.math.ucdavis.edu/math.PR/0608217 (alternate)

4554. Random walk in random scenery: A survey of some recent results

Author(s): Frank den Hollander and Jeffrey E. Steif

Abstract: . In this paper we give a survey of some recent results for random walk in random scenery (RWRS). On $\mathbb {Z}^d$, $d\geq 1$, we are given a random walk with i.i.d. increments and a random scenery with i.i.d. components. The walk and the scenery are assumed to be independent. RWRS is the random process where time is indexed by $\mathbb {Z}$, and at each unit of time both the step taken by the walk and the scenery value at the site that is visited are registered. We collect various results that classify the ergodic behavior of RWRS in terms of the characteristics of the underlying random walk (and discuss extensions to stationary walk increments and stationary scenery components as well). We describe a number of results for scenery reconstruction and close by listing some open questions.

http://arXiv.org/abs/math/0608219
http://front.math.ucdavis.edu/math.PR/0608219 (alternate)

4555. Linearly edge-reinforced random walks

Author(s): Franz Merkl and Silke W. W. Rolles

Abstract: We review results on linearly edge-reinforced random walks. On finite graphs, the process has the same distribution as a mixture of reversible Markov chains. This has applications in Bayesian statistics and it has been used in studying the random walk on infinite graphs. On trees, one has a representation as a random walk in an independent random environment. We review recent results for the random walk on ladders: recurrence, a representation as a random walk in a random environment, and estimates for the position of the random walker.

http://arXiv.org/abs/math/0608220
http://front.math.ucdavis.edu/math.PR/0608220 (alternate)

4556. Invariance principles for fractionally integrated nonlinear processes

Author(s): Xiaofeng Shao and Wei Biao Wu

Abstract: We obtain invariance principles for a wide class of fractionally integrated nonlinear processes. The limiting distributions are shown to be fractional Brownian motions. Under very mild conditions, we extend earlier ones on long memory linear processes to a more general setting. The invariance principles are applied to the popular R/S and KPSS tests.

http://arXiv.org/abs/math/0608223
http://front.math.ucdavis.edu/math.PR/0608223 (alternate)

4557. Weak stability and generalized weak convolution for random vectors and stochastic processes

Author(s): Jolanta K. Misiewicz

Abstract: A random vector ${\bf X}$ is weakly stable iff for all $a,b\in \mathbb{R}$ there exists a random variable $\Theta$ such that $a{\bf X}+b{\bf X}'\stackrel{d}{=}{\bf X}\Theta$. This is equivalent (see \cite{MOU}) with the condition that for all random variables $Q_1,Q_2$ there exists a random variable $\Theta$ such that $$ X Q_1 + X' Q_2 \stackrel{d}{=} X \Theta, $$ where ${\bf X},{\bf X}',Q_1,Q_2,\Theta$ are independent. In this paper we define generalized convolution of measures defined by the formula $$ L(Q_1) \oplus_{\mu} L(Q_2) = L(\Theta), $$ if the equation $(*)$ holds for ${\bf X},Q_1,Q_2,\Theta$ and $\mu ={\cal L}(\Theta)$. We study here basic properties of this convolution, basic properties of $\oplus_{\mu}$-infinitely divisible distributions, $\oplus_{\mu}$-stable distributions and give a series of examples.

http://arXiv.org/abs/math/0608225
http://front.math.ucdavis.edu/math.PR/0608225 (alternate)

4558. On random walks in random scenery

Author(s): F. M. Dekking and P. Liardet

Abstract: This paper considers 1-dimensional generalized random walks in random scenery. That is, the steps of the walk are generated by an arbitrary stationary process, and also the scenery is a priori arbitrary stationary. Under an ergodicity condition--which is satisfied in the classical case--a simple proof of the distinguishability of periodic sceneries is given.

http://arXiv.org/abs/math/0608218
http://front.math.ucdavis.edu/math.DS/0608218 (alternate)

4559. Recurrence of cocycles and stationary random walks

Author(s): Klaus Schmidt

Abstract: We survey distributional properties of $\mathbb{R}^d$-valued cocycles of finite measure preserving ergodic transformations (or, equivalently, of stationary random walks in $\mathbb{R}^d$) which determine recurrence or transience.

http://arXiv.org/abs/math/0608221
http://front.math.ucdavis.edu/math.DS/0608221 (alternate)

4560. Solving non-uniqueness in agglomerative hierarchical clustering using multidendrograms

Author(s): Alberto Fernandez and Sergio Gomez

Abstract: In agglomerative hierarchical clustering, pair-group methods suffer from a problem of non-uniqueness when two or more distances between different clusters coincide during the amalgamation process. The traditional approach for solving this drawback has been to take any arbitrary criterion in order to break ties between distances, which results in different hierarchical classifications depending on the criterion followed. In this article we propose a variable-group algorithm that consists in grouping more than two clusters at the same time when ties occur. We give a tree representation for the results of the algorithm, which we call a "multidendrogram", as well as a generalisation of the Lance and Williams' formula which enables the implementation of the algorithm in a recursive way.

http://arXiv.org/abs/cs/0608049
http://front.math.ucdavis.edu/cs.IR/0608049 (alternate)

4561. Non commutative Laplace transforms, H\"ormander's type operators and local index theorems

Author(s): Fabrice Baudoin

Abstract: The purpose of this work is to provide a general formalism for the study in small times of heat evolution semigroups associated to operators that can be written as sum of squares. We give a representation of such heat kernels as the averaging over the set of Brownian paths of the exponential of an infinite Lie series. The method we develop is an alternative to It\^o's theory of stochastic differential equations for small times problems and can be applied in a more general setting. In order to illustrate the method, we apply this formalism to give a new short proof of Atiyah-Singer local index theorem.

http://arXiv.org/abs/math/0608231
http://front.math.ucdavis.edu/math.PR/0608231 (alternate)

4562. Strong invariance principle for dependent random fields

Author(s): Alexander Bulinski and Alexey Shashkin

Abstract: A strong invariance principle is established for random fields which satisfy dependence conditions more general than positive or negative association. We use the approach of Cs\"{o}rg\H{o} and R\'{e}v\'{e}sz applied recently by Balan to associated random fields. The key step in our proof combines new moment and maximal inequalities, established by the authors for partial sums of multiindexed random variables, with the estimate of the convergence rate in the CLT for random fields under consideration.

http://arXiv.org/abs/math/0608237
http://front.math.ucdavis.edu/math.PR/0608237 (alternate)

4563. Heavy tail properties of stationary solutions of multidimensional stochastic recursions

Author(s): Yves Guivarc'h

Abstract: We consider the following recurrence relation with random i.i.d. coefficients $(a_n,b_n)$: $$ x_{n+1}=a_{n+1} x_n+b_{n+1} $$ where $a_n\in GL(d,\mathbb{R}),b_n\in \mathbb{R}^d$. Under natural conditions on $(a_n,b_n)$ this equation has a unique stationary solution, and its support is non-compact. We show that, in general, its law has a heavy tail behavior and we study the corresponding directions. This provides a natural construction of laws with heavy tails in great generality. Our main result extends to the general case the results previously obtained by H. Kesten in [16] under positivity or density assumptions, and the results recently developed in [17] in a special framework.

http://arXiv.org/abs/math/0608239
http://front.math.ucdavis.edu/math.PR/0608239 (alternate)

4564. Characterization of Talagrand's Like Transportation-Cost Inequalities on the Real Line

Author(s): Nathael Gozlan (MODAL'X)

Abstract: In this paper, we give necessary and sufficient conditions for Talagrand's like transportation cost inequalities on the real line. This brings a new wide class of examples of probability measures enjoying a dimension-free concentration of measure property. Another byproduct is the characterization of modified Log-Sobolev inequalities for Log-concave probability measures on R.

http://arXiv.org/abs/math/0608241
http://front.math.ucdavis.edu/math.PR/0608241 (alternate)

4565. Markovianity in space and time

Author(s): M. N. M. van Lieshout

Abstract: . Markov chains in time, such as simple random walks, are at the heart of probability. In space, due to the absence of an obvious definition of past and future, a range of definitions of Markovianity have been proposed. In this paper, after a brief review, we introduce a new concept of Markovianity that aims to combine spatial and temporal conditional independence.

http://arXiv.org/abs/math/0608242
http://front.math.ucdavis.edu/math.PR/0608242 (alternate)

4566. A functional central limit theorem for the M/GI/infinity queue

Author(s): Laurent Decreusefond and Pascal Moyal

Abstract: In this paper, we present a functional fluid limit theorem and a functional central limit theorem for a queue with an infinity of servers M/GI/$\infty$. The system is represented by a point-measure valued process keeping track of the remaining processing times of the customers in service. The convergence in law of a sequence of such processes is proved by compactness-uniqueness methods, and the deterministic fluid limit is the solution of an integrated equation in the space $\S^{\prime}$ of tempered distributions. We then establish the corresponding central limit theorem, i.e. the approximation of the normalized error process by a $\S^{\prime}$-valued diffusion.

http://arXiv.org/abs/math/0608258
http://front.math.ucdavis.edu/math.PR/0608258 (alternate)

4567. Coverage of space in Boolean models

Author(s): Rahul Roy

Abstract: For a marked point process $\{(x_i,S_i)_{i\geq 1}\}$ with $\{x_i\in \Lambda:i\geq 1\}$ being a point process on $\Lambda \subseteq \mathbb{R}^d$ and $\{S_i\subseteq R^d:i\geq 1\}$ being random sets consider the region $C=\cup_{i\geq 1}(x_i+S_i)$. This is the covered region obtained from the Boolean model $\{(x_i+S_i):i\geq 1\}$. The Boolean model is said to be completely covered if $\Lambda \subseteq C$ almost surely. If $\Lambda$ is an infinite set such that ${\bf s}+\Lambda \subseteq \Lambda$ for all ${\bf s}\in \Lambda$ (e.g. the orthant), then the Boolean model is said to be eventually covered if ${\bf t}+\Lambda \subseteq C$ for some ${\bf t}$ almost surely. We discuss the issues of coverage when $\Lambda$ is $\mathbb{R}^d$ and when $\Lambda$ is $[0,\infty)^d$.

http://arXiv.org/abs/math/0608238
http://front.math.ucdavis.edu/math.CO/0608238 (alternate)

4568. Decompositions of the free additive convolution

Author(s): Romuald Lenczewski

Abstract: We introduce and study a new type of convolution of probability measures called the orthogonal convolution, which is related to the monotone convolution. Using this convolution, we derive alternating decompositions of the free additive convolution of compactly supported probability measures in free probability. These decompositions are directly related to alternating decompositions of the associated subordination functions. In particular, they allow us to compute free additive convolutions of compactly supported measures without using free cumulants or $R$-transforms. In simple cases, representations of the corresponding Cauchy transforms as continued fractions are obtained in a natural way. Moreover, this approach establishes a clear connection between convolutions and products associated with the main notions of independence (free, monotone and boolean) in noncommutative probability. Finally, our result leads to natural decompositions of the free product of rooted graphs.

http://arXiv.org/abs/math/0608236
http://front.math.ucdavis.edu/math.OA/0608236 (alternate)

4569. Branching random walk with exponentially decreasing steps, and stochastically self-similar measures

Author(s): Itai Benjamini and Ori Gurel-Gurevich and and Boris Solomyak

Abstract: We consider a Branching Random Walk on $\R$ whose step size decreases by a fixed factor, $01/2$ the limit measure is almost surely (a.s.) absolutely continuous with respect to the Lebesgue measure, but for Pisot $1/b$ it is a.s. singular; (2) for all $b > (\sqrt{5}-1)/2$ the support of the measure is a.s. the closure of its interior; (3) for Pisot $1/b$ the support of the measure is ``fractured'': it is a.s. disconnected and the components of the complement are not isolated on both sides.

http://arXiv.org/abs/math/0608271
http://front.math.ucdavis.edu/math.PR/0608271 (alternate)

4570. Inverting Random Functions III: Discrete MLE Revisited

Author(s): Mike A. Steel and Laszlo A. Szekely

Abstract: This paper continues our earlier investigations into the inversion of random functions in a general (abstract) setting. In Section 2 we investigate a concept of invertibility and the invertibility of the composition of random functions. In Section 3 we resolve some questions concerning the number of samples required to ensure the accuracy of parametric maximum likelihood estimation (MLE). A direct application to phylogeny reconstruction is given.

http://arXiv.org/abs/math/0608273
http://front.math.ucdavis.edu/math.PR/0608273 (alternate)

4571. Dynamics & Stochastics: Festschrift in honor of M. S. Keane

Author(s): Dee Denteneer and Frank den Hollander and Evgeny Verbitskiy

Abstract: The present volume is a Festschrift for Mike Keane, on the occasion of his 65th birthday on January 2, 2005. It contains 29 contributions by Mike's closest colleagues and friends, covering a broad range of topics in Dynamics and Stochastics. To celebrate Mike's scientific achievements, a conference entitled ``Dynamical Systems, Probability Theory and Statistical Mechanics'' was organized in Eindhoven, The Netherlands, during the week of January 3--7, 2005. This conference was hosted jointly by EURANDOM and by Philips Research. It drew over 80 participants from 5 continents, which is a sign of the warm affection and high esteem for Mike felt by the international mathematics community.

http://arXiv.org/abs/math/0608289
http://front.math.ucdavis.edu/math.PR/0608289 (alternate)

4572. Poisson representation of a Ewens fragmentation process

Author(s): Alexander Gnedin and Jim Pitman

Abstract: A simple explicit construction is provided of a partition-valued fragmentation process whose distribution on partitions of $[n]=\{1,...,n\}$ at time $\theta \ge 0$ is governed by the Ewens sampling formula with parameter $\theta$. These partition-valued processes are exchangeable and consistent, as $n$ varies. They can be derived by uniform sampling from a corresponding mass fragmentation process defined by cutting a unit interval at the points of a Poisson process with intensity $\theta x^{-1} \diff x$ on ${\mathbb R}_+$, arranged to be intensifying as $\theta$ increases.

http://arXiv.org/abs/math/0608307
http://front.math.ucdavis.edu/math.PR/0608307 (alternate)

4573. On the correlation measure of a family of commuting Hermitian operators with applications to particle densities of the quasi-free representations of the CAR and CCR

Author(s): Eugene Lytvynov and Lin Mei

Abstract: Let $X$ be a locally compact, second countable Hausdorff topological space. We consider a family of commuting Hermitian operators $a(\Delta)$ indexed by all measurable, relatively compact sets $\Delta$ in $X$ (a quantum stochastic process over $X$). For such a family, we introduce the notion of a correlation measure. We prove that, if the family of operators possesses a correlation measure which satisfies some condition of growth, then there exists a point process over $X$ having the same correlation measure. Furthermore, the operators $a(\Delta)$ can be realized as multiplication operators in the $L^2$-space with respect to this point process. In the proof, we utilize the notion of $\star$-positive definiteness, proposed in [Y. G. Kondratiev and T.\ Kuna, {\it Infin. Dimens. Anal. Quantum Probab. Relat. Top.} {\bf 5} (2002), 201--233]. In particular, our result extends the criterion of existence of a point process from that paper to the case of the topological space $X$, which is a standard underlying space in the theory of point processes. As applications, we discuss particle densities of the quasi-free representations of the CAR and CCR, which lead to fermion, boson, fermion-like, and boson-like (e.g. para-fermions and para-bosons of order 2) point processes. In particular, we prove that any fermion point process corresponding to a Hermitian kernel may be derived in this way.

http://arXiv.org/abs/math/0608334
http://front.math.ucdavis.edu/math.PR/0608334 (alternate)

4574. Image of the spectral measure of a Jacobi field and the corresponding operators

Author(s): Yurij M. Berezansky and Eugene W. Lytvynov and Artem D. Pulemyotov

Abstract: By definition, a Jacobi field $J=(J(\phi))_{\phi\in H_+}$ is a family of commuting selfadjoint three-diagonal operators in the Fock space $\mathcal F(H)$. The operators $J(\phi)$ are indexed by the vectors of a real Hilbert space $H_+$. The spectral measure $\rho$ of the field $J$ is defined on the space $H_-$ of functionals over $H_+$. The image of the measure $\rho$ under a mapping $K^+:T_-\to H_-$ is a probability measure $\rho_K$ on $T_-$. We obtain a family $J_K$ of operators whose spectral measure is equal to $\rho_K$. We also obtain the chaotic decomposition for the space $L^2(T_-,d\rho_K)$.

http://arXiv.org/abs/math/0608335
http://front.math.ucdavis.edu/math.PR/0608335 (alternate)

4575. Laplace operators and diffusions in tangent bundles over Poisson spaces

Author(s): S. Albeverio and A. Daletskii and E. Lytvynov

Abstract: Spaces of differential forms over configuration spaces with Poisson measures are constructed. The corresponding Laplacians (of Bochner and de Rham type) on 1-forms and associated semigroups are considered. Their probabilistic interpretation is given.

http://arXiv.org/abs/math/0608337
http://front.math.ucdavis.edu/math.PR/0608337 (alternate)

4576. De Rham cohomology of configuration spaces with Poisson measure

Author(s): S. Albeverio and A. Daletskii and E. Lytvynov

Abstract: The space $\Gamma_X$ of all locally finite configurations in a Riemannian manifold $X$ of infinite volume is considered. The deRham complex of square-integrable differential forms over $\Gamma_X$, equipped with the Poisson measure, and the corresponding deRham cohomology are studied. The latter is shown to be unitarily isomorphic to a certain Hilbert tensor algebra generated by the $L^2$-cohomology of the underlying manifold $X$.

http://arXiv.org/abs/math/0608338
http://front.math.ucdavis.edu/math.PR/0608338 (alternate)

4577. Operators of Gamma white noise analysis

Author(s): Yu. Kondratiev and E. Lytvynov

Abstract: The paper is devoted to the study of Gamma white noise analysis. We define an extended Fock space $\Gama(\Ha)$ over $\Ha=L^2(\R^d, d\sigma)$, and show how to include the usual Fock space ${\cal F} (\Ha)$ in it as a subspace. We introduce in $\Gama(\Ha)$ operators $a(\xi)=\int_{\R^d} dx \xi(x)a(x)$, $\xi\in S$, with $a(x)=\dig_x+2\dig_x\di_x+1+\di_x +\dig_x\di_x\di_x$, where $\dig_x$ and $\di_x$ are the creation and annihilation operators at $x$. We show that $(a(\xi))_{\xi\in S}$ is a family of commuting selfadjoint operators in $\Gama(\Ha)$ and construct the Fourier transform in generalized joint eigenvectors of this family. This transform is a unitary $I$ between $\Gama(\Ha)$ and the $L^2$-space $L^2(S',d\mu_{\mathrm G})$, where $\mu_{\mathrm G}$ is the measure of Gamma white noise with intensity $\sigma$. The image of $a(\xi)$ under $I$ is the operator of multiplication by $\la\cdot,\xi\ra$, so that $a(\xi)$'s are Gamma field operators. The Fock structure of the Gamma space determined by $I$ coincides with that discovered in {\bf [}{\it Infinite Dimensional Analysis, Quantum Probability and Related Topics} {\bf 1} (1998), 91--117{\bf ]}. We note that $I$ extends in a natural way the multiple stochastic integral (chaos) decomposition of the ``chaotic'' subspace of the Gamma space. Next, we introduce and study spaces of test and generalized functions of Gamma white noise and derive explicit formulas for the action of the creation, neutral, and Gamma annihilation operators on these spaces.

http://arXiv.org/abs/math/0608340
http://front.math.ucdavis.edu/math.PR/0608340 (alternate)

4578. On a spectral representation for correlation measures in configuration space analysis

Author(s): Yu. M. Berezansky and Yu. G. Kondratiev and T. Kuna and E. Lytvynov

Abstract: The paper is devoted to the study of configuration space analysis by using the projective spectral theorem. For a manifold $X$, let $\Gamma_X$, resp.\ $\Gamma_{X,0}$ denote the space of all, resp. finite configurations in $X$. The so-called $K$-transform, introduced by A. Lenard, maps functions on $\Gamma_{X,0}$ into functions on $\Gamma_{X}$ and its adjoint $K^*$ maps probability measures on $\Gamma_X$ into $\sigma$-finite measures on $\Gamma_{X,0}$. For a probability measure $\mu$ on $\Gamma_X$, $\rho_\mu:=K^*\mu$ is called the correlation measure of $\mu$. We consider the inverse problem of existence of a probability measure $\mu$ whose correlation measure $\rho_\mu$ is equal to a given measure $\rho$. We introduce an operation of $\star$-convolution of two functions on $\Gamma_{X,0}$ and suppose that the measure $\rho$ is $\star$-positive definite, which enables us to introduce the Hilbert space ${\cal H}_\rho$ of functions on $\Gamma_{X,0}$ with the scalar product $(G^{(1)},G^{(2)})_{{\cal H}_{\rho}}= \int_{\Gamma_{X,0}}(G^{(1)}\star\bar G{}^{(2)})(\eta) \rho(d\eta)$. Under a condition on the growth of the measure $\rho$ on the $n$-point configuration spaces, we construct the Fourier transform in generalized joint eigenvectors of some special family $A=(A_\phi)_{\phi\in\D}$, $\D:=C_0^\infty(X)$, of commuting selfadjoint operators in ${\cal H}_\rho$. We show that this Fourier transform is a unitary between ${\cal H}_{\rho}$ and the $L^2$-space $L^2(\Gamma_X,d\mu)$, where $\mu$ is the spectral measure of $A$. Moreover, this unitary coincides with the $K$-transform, while the measure $\rho$ is the correlation measure of $\mu$.

http://arXiv.org/abs/math/0608343
http://front.math.ucdavis.edu/math.PR/0608343 (alternate)

4579. Analysis and geometry on marked configuration spaces

Author(s): S. Albeverio and Yu. G. Kondratiev and E. W. Lytvynov and g. F. Us

Abstract: We carry out analysis and geometry on a marked configuration space $\Omega^M_X$ over a Riemannian manifold $X$ with marks from a space $M$. We suppose that $M$ is a homogeneous space $M$ of a Lie group $G$. As a transformation group $\frak A$ on $\Omega_X^M$ we take the ``lifting'' to $\Omega_X^M$ of the action on $X\times M$ of the semidirect product of the group $\operatorname{Diff}_0(X)$ of diffeomorphisms on $X$ with compact support and the group $G^X$ of smooth currents, i.e., all $C^\infty$ mappings of $X$ into $G$ which are equal to the identity element outside of a compact set. The marked Poisson measure $\pi_\sigma$ on $\Omega_X^M$ with L\'evy measure $\sigma$ on $X\times M$ is proven to be quasiinvariant under the action of $\frak A$. Then, we derive a geometry on $\Omega_X^M$ by a natural ``lifting'' of the corresponding geometry on $X\times M$. In particular, we construct a gradient $\nabla^\Omega$ and a divergence $\operatorname{div}^\Omega$. The associated volume elements, i.e., all probability measures $\mu$ on $\Omega_X^M$ with respect to which $\nabla^\Omega$ and $\operatorname{div}^\Omega$ become dual operators on $L^2(\Omega_X^M;\mu)$, are identified as the mixed marked Poisson measures with mean measure equal to a multiple of $\sigma$. As a direct consequence of our results, we obtain marked Poisson space representations of the group $\frak A$ and its Lie algebra $\frak a$. We investigate also Dirichlet forms and Dirichlet operators connected with (mixed) marked Poisson measures.

http://arXiv.org/abs/math/0608344
http://front.math.ucdavis.edu/math.PR/0608344 (alternate)

4580. Analysis and geometry on $R_+$-marked configuration spaces

Author(s): Yu. G. Kondratiev and E. W. Lytvynov and G. F. Us

Abstract: We carry out analysis and geometry on a marked configuration space $\Omega_X^{R_+}$ over a Riemannian manifold $X$ with marks from the space $R_+$ as a natural generalization of the work {\bf [}{\it J. Func. Anal}. {\bf 154} (1998), 444--500{\bf ]}. As a transformation group $\mathfrak G$ on this space, we take the ``lifting'' to $\Omega_X^{R_+}$ of the action on $X\times R_+$ of the semidirect product of the group Diff of diffeomorphisms on $X$ with compact support and the group $R_+^X$ of smooth currents, i.e., all $C^\infty$ mappings of $X$ into $R_+$ which are equal to one outside a compact set. The marked Poisson measure $\pi$ on $\Omega_X^{R_+}$ with L\'evy measure $\sigma$ is proven to be quasiinvariant under the action of $\mathfrak G$. Then, we derive a geometry on $\Omega_X^{R_+}$ by a natural ``lifting'' of the corresponding geometry on $X\times R_+$. In particular, we construct a gradient $\nabla^\Omega$ and divergence $div^\Omega$. The associated volume elements, i.e., all probability measures $\mu$ on $\Omega_X^{R_+}$ with respect to which $\nabla^\Omega$ and $div^\Omega$ become dual operators on $L^2(\Omega_X^{R_+} ,\mu)$ are identified as the mixed Poisson measures with mean measure equal to a multiple of $\sigma$. As a direct consequence of our results, we obtain marked Poisson space representations of the group $\mathfrak G$ and its Lie algebra $\mathfrak g$. We investigate also Dirichlet forms and Dirichlet operators connected with (mixed) marked Poisson measures. In particular, we obtain conditions of ergodicity of the semigroups generated by the Dirichlet operators. A possible generalization of the results of the paper to the case where the marks belong to a homogeneous space of a Lie group is noted.

http://arXiv.org/abs/math/0608347
http://front.math.ucdavis.edu/math.PR/0608347 (alternate)

4581. Laplace operators on differential forms over configuration spaces

Author(s): S. Albeverio and A. Daletskii and E. Lytvynov

Abstract: Spaces of differential forms over configuration spaces with Poisson measures are constructed. The corresponding Laplacians (of Bochner and de Rham type) on forms and associated semigroups are considered. Their probabilistic interpretation is given.

http://arXiv.org/abs/math/0608349
http://front.math.ucdavis.edu/math.PR/0608349 (alternate)

4582. Multiagent models in time-varying and random environment

Author(s): Biao Wu

Abstract: In this paper we study multiagent models with time-varying type change. Assume that there exist a closed system of $N$ agents classified into $r$ types according to their states of an internal system; each agent changes its type by an internal dynamics of the internal states or by the relative frequency of different internal states among the others, e.g., multinomial sampling. We investigate the asymptotic behavior of the empirical distributions of the agents' types as $N$ goes to infinity, by the weak convergence criteria for time-inhomogeneous Markov processes and the theory of Volterra integral equations of the second kind. We also prove convergence theorems of these models evolving in random environment.

http://arXiv.org/abs/math/0608352
http://front.math.ucdavis.edu/math.PR/0608352 (alternate)

4583. Coincidence of Lyapunov Exponents for Random Walks in Weak Random Potentials

Author(s): Markus Flury

Abstract: We investigate the free energy of nearest-neighbor random walks on $\mathbb Z^d$, endowed with a drift along the first axis, and evolving in a nonnegative random potential given by i.i.d. random variables. Our main result concerns the ballistic regime in dimensions $d\geq 4$, at what we show that quenched and annealed Lyapunov exponents are equal, as soon as the strength of the potential is small enough.

http://arXiv.org/abs/math/0608357
http://front.math.ucdavis.edu/math.PR/0608357 (alternate)

4584. Mott law for Mott variable--range random walk

Author(s): A. Faggionato and P. Mathieu

Abstract: We consider a random walk on the support of an ergodic simple point process on R^d, d>1, furnished with independent energy marks. The jump rates of the random walk decay exponentially in the jump length and depend on the energy marks via a Boltzmann-type factor. This is an effective model for the phonon-induced hopping of electrons in disordered solids in the regime of strong Anderson localization. Under mild assumptions on the point process we prove an upper bound of the asymptotic diffusion matrix of the random walk in agreement with Mott law. A lower bound in agreement with Mott law was proved in \cite{FSS}.

http://arXiv.org/abs/math-ph/0608033
http://front.math.ucdavis.edu/math-ph/0608033 (alternate)

4585. On processes which cannot be distinguished by finitary observation

Author(s): Yonatan Gutman and Michael Hochman

Abstract: A function $J$ defined on a family $C$ of stationary processes is finitely observable if there is a sequence of functions $s_n$ such that $s_n(x_1 ... x_n)\to J(X)$ in probability for every process $X=(x_n)\in C$. Recently, Ornstein and Weiss roved the striking result that if $C$ is the class of aperiodic ergodic finite valued processes, then the only finitely observable isomorphism invariant on $C$ is entropy. We sharpen this in several ways. Our main theorem is that if $X \to Y$ is a zero-entropy extension of finite entropy ergodic systems and $C$ is the family of processes arising from $X$ and $Y$, then every finitely observable function on $C$ is constant. This implies Ornstein and Weiss' result, and extends it to many other families of processes, e.g. it shows that there are no nontrivial finitely observable isomorphism invariants for processes arising from Kronecker systems, mild and strong mixing zero entropy systems. It also implies that any finitely observable isomorphism invariant defined on the family of processes arising from irrational rotations must be constant for rotations belonging to a set of full Lebesgue measure.

http://arXiv.org/abs/math/0608310
http://front.math.ucdavis.edu/math.DS/0608310 (alternate)

4586. Upcrossing inequalities for stationary sequences and applications to entropy and complexity

Author(s): Michael Hochman

Abstract: An empirical statistic for a class $C$ of stationary processes is a function $g$ which assigns to each process $(X_n)\in C$ with distribution $P$ and to each sample $X_1,...,X_n$ of the process a real number $g_P(X_1,...,X_n)$. We describe a condition on $g$ which implies that the sequence $(g_P(X_1,...,X_n))_{n=1}^{\infty}$ obeys a (universal) upcrossing inequality, that is, that the probability that this sequence fluctuates across some interval $k$ times decays to zero with $k$. As applications we get upcrossing inequalities for the ergodic theorem (recovering known results), and get upcrossing inequalities for the Shannon-McMillan-Breiman theorem and for the Kolmogorov complexity statistic.

http://arXiv.org/abs/math/0608311
http://front.math.ucdavis.edu/math.DS/0608311 (alternate)

4587. Functional spaces and operators connected with some L\'evy noises

Author(s): E. Lytvynov

Abstract: We review some recent developments in white noise analysis and quantum probability. We pay a special attention to spaces of test and generalized functionals of some L\'evy white noises, as well as as to the structure of quantum white noise on these spaces.

http://arXiv.org/abs/math/0608380
http://front.math.ucdavis.edu/math.PR/0608380 (alternate)

4588. A note of spaces of test and generalized functions of Poisson white noise

Author(s): E. Lytvynov

Abstract: The paper is devoted to construction and investigation of some riggings of the $L^2$-space of Poisson white noise. A particular attention is paid to the existence of a continuous version of a function from a test space, and to the property of an algebraic structure under pointwise multiplication of functions from a test space.

http://arXiv.org/abs/math/0608383
http://front.math.ucdavis.edu/math.PR/0608383 (alternate)

4589. Order of current variance and diffusivity in the asymmetric simple exclusion process

Author(s): Marton Balazs and Timo Seppalainen

Abstract: We prove that the variance of the current across a characteristic is of order t^{2/3} in a stationary asymmetric simple exclusion process, and that the diffusivity has order t^{1/3}. The proof proceeds via couplings to show the corresponding results for the expected deviations and variance of a second class particle.

http://arXiv.org/abs/math/0608400
http://front.math.ucdavis.edu/math.PR/0608400 (alternate)

4590. Levy Processes, Generators

Author(s): Sakhnovich Lev

Abstract: For a broad class of the Levy processes the new form (convolution type) of the infinitesimal generators is introduced. It leads to the new notions: a truncated generator, a quasi-potential. The probability of the Levy process remaining within the given domain is estimated.

http://arXiv.org/abs/math/0608402
http://front.math.ucdavis.edu/math.PR/0608402 (alternate)

4591. Equivalence of ensembles for two-species zero-range invariant measures

Author(s): Stefan Grosskinsky

Abstract: We study the equivalence of ensembles for stationary measures of interacting particle systems with two conserved quantities and unbounded local state space. The main motivation is a condensation transition in the zero-range process which has recently attracted attention. Establishing the equivalence of ensembles via convergence in specific relative entropy, we derive the phase diagram for the condensation transition, which can be understood in terms of the domain of grand-canonical measures. Of particular interest, also from a mathematical point of view, are the convergence properties of the Gibbs free energy on the boundary of that domain, involving large deviations and multivariate local limit theorems of subexponential distributions.

http://arXiv.org/abs/math-ph/0608029
http://front.math.ucdavis.edu/math-ph/0608029 (alternate)

4592. Variational inequalities in Hilbert spaces with measures and optimal stopping

Author(s): Viorel Barbu and Carlo Marinelli

Abstract: We study the existence theory for parabolic variational inequalities in weighted $L^2$ spaces with respect to excessive measures associated with a transition semigroup. We characterize the value function of optimal stopping problems for finite and infinite dimensional diffusions as a generalized solution of such a variational inequality. The weighted $L^2$ setting allows us to cover some singular cases, such as optimal stopping for stochastic equations with degenerate diffusion coefficient. As an application of the theory, we consider the pricing of American-style contingent claims. Among others, we treat the cases of assets with stochastic volatility, of path-dependent payoffs, and of interest-rate derivatives.

http://arXiv.org/abs/math/0608379
http://front.math.ucdavis.edu/math.AP/0608379 (alternate)

4593. Mixed powers of generating functions

Author(s): Manuel Lladser

Abstract: Given an integer m>=1, let || || be a norm in R^{m+1} and let S denote the set of points with nonnegative coordinates in the unit sphere with respect to this norm. Consider for each 1<= j<= m a function f_j(z) that is analytic in an open neighborhood of the point z=0 in the complex plane and with possibly negative Taylor coefficients. Given a vector n=(n_0,...,n_m) with nonnegative integer coefficients, we develop a method to systematically associate a parameter-varying integral to study the asymptotic behavior of the coefficient of z^{n_0} of the Taylor series of (f_1(z))^{n_1}...(f_m(z))^{n_m}, as ||n|| tends to infinity. The associated parameter-varying integral has a phase term with well specified properties that make the asymptotic analysis of the integral amenable to saddle-point methods: for many directions d in S, these methods ensure uniform asymptotic expansions for the Taylor coefficient of z^{n_0} of (f_1(z))^{n_1}...(f_m(z))^{n_m}, provided that n/||n|| stays sufficiently close to d as ||n|| blows up to infinity. Our method finds applications in studying the asymptotic behavior of the coefficients of a certain multivariable generating functions as well as in problems related to the Lagrange inversion formula for instance in the context random planar maps.

http://arXiv.org/abs/math/0608398
http://front.math.ucdavis.edu/math.CO/0608398 (alternate)

4594. Localized large sums of random variables

Author(s): Kevin Ford and Gerald Tenenbaum

Abstract: We study large partial sums, localized with respect to the sums of variances, of a sequence of centered random variables. An application is given to the distribution of prime factors of typical integers.

http://arXiv.org/abs/math/0608411
http://front.math.ucdavis.edu/math.PR/0608411 (alternate)

4595. Boundary Partitions in Trees and Dimers

Author(s): Richard W. Kenyon and David B. Wilson

Abstract: We study groves on planar graphs, which are forests in which every tree contains one or more of a special set of vertices on the outer face, referred to as nodes. Each grove partitions the set of nodes. When a random grove is selected, we show how to compute the various partition probabilities as functions of the electrical properties of the graph when viewed as a resistor network. We prove that for any partition sigma, Pr[grove has type sigma] / Pr[grove is a tree] is a dyadic-coefficient polynomial in the pairwise resistances between the nodes, and Pr[grove has type sigma] / Pr[grove has maximal number of trees] is an integer-coefficient polynomial in the entries of the Dirichlet-to-Neumann matrix. We give analogous integer-coefficient polynomial formulas for the pairings of chains in the double-dimer model. We show that the distribution of pairings of contour lines in the Gaussian free field with certain natural boundary conditions is identical to the distribution of pairings in the scaling limit of the double-dimer model. These partition probabilities are relevant to multichordal SLE_2, SLE_4, and SLE_8.

http://arXiv.org/abs/math/0608422
http://front.math.ucdavis.edu/math.PR/0608422 (alternate)

4596. Exact connections between current fluctuations and the second class particle in a class of deposition models

Author(s): Marton Balazs and Timo Seppalainen

Abstract: We consider a large class of nearest neighbor attractive stochastic interacting systems that includes the asymmetric simple exclusion, zero range, bricklayers' and the symmetric K-exclusion processes. We provide exact formulas that connect particle flux (or surface growth) fluctuations to the two-point function of the process and to the motion of the second class particle. Such connections have only been available for simple exclusion where they were of great use in particle current fluctuation investigations.

http://arXiv.org/abs/math/0608437
http://front.math.ucdavis.edu/math.PR/0608437 (alternate)

4597. On Products of Random Matrices and certain Hecke Algebras associated with Groups of $2\times 2$ Matrices

Author(s): Jafar Shaffaf

Abstract: The determination of the density functions for products of random elements from specified classes of matrices is a basic problem in random matrix theory and is also of interest in theoretical physics. For connected simple Lie groups of $2\times 2$ matrices and conjugacy and spherical classes a complete solution is given here. The problem/solution can be re-stated in terms of the structure of certain Hecke algebras attached to groups of $2\times 2$ matrices.

http://arXiv.org/abs/math/0608440
http://front.math.ucdavis.edu/math.RT/0608440 (alternate)

4598. Asymptotic behavior of a generalized TCP congestion avoidance algorithm

Author(s): Teunis J. Ott and Jason Swanson

Abstract: The Transmission Control Protocol (TCP) is a Transport Protocol used in the Internet. Ott has introduced a more general class of candidate Transport Protocols called "protocols in the TCP Paradigm". The long run objective of studying this larger class is to find protocols with promising performance characteristics. This paper studies Markov chain models derived from protocols in the TCP Paradigm. Protocols in the TCP Paradigm, as TCP, protect the network from congestion by reducing the "Congestion Window" (the amount of data allowed to be sent but not yet acknowledged) when there is packet loss or packet marking, and increasing it when there is no loss. When loss of different packets are assumed to be independent events and the probability p of loss is assumed to be constant, the protocol gives rise to a Markov chain {W_n}, where W_n is the size of the congestion window after the transmission of the n-th packet. For a wide class of such Markov chains, we prove weak convergence results, after appropriate rescaling of time and space, as p tends to 0. The limiting processes are defined by stochastic differential equations. Depending on certain parameter values, the stochastic differential equation can define an Ornstein-Uhlenbeck process or can be driven by a Poisson process.

http://arXiv.org/abs/math/0608476
http://front.math.ucdavis.edu/math.PR/0608476 (alternate)

4599. Measure Concentration of Markov Tree Processes

Author(s): Leonid Kontorovich

Abstract: We prove an apparently novel concentration of measure result for Markov tree processes. The bound we derive reduces to the known bounds for Markov processes when the tree is a chain, thus strictly generalizing the known Markov process concentration results. We employ several techniques of potential independent interest, especially for obtaining similar results for more general directed acyclic graphical models.

http://arXiv.org/abs/math/0608511
http://front.math.ucdavis.edu/math.PR/0608511 (alternate)

4600. An intrinsic metric for power spectral density functions

Author(s): Tryphon T. Georgiou

Abstract: We present an intrinsic metric that quantifies distances between power spectral density functions. The metric was derived by the author in a recent arXiv-report (math.OC/0607026) as the geodesic distance between spectral density functions with respect to a particular pseudo-Riemannian metric motivated by a quadratic prediction problem. We provide an independent verification of the metric inequality and discuss certain key properties of the induced topology.

http://arXiv.org/abs/math/0608486
http://front.math.ucdavis.edu/math.OC/0608486 (alternate)

4601. On varying incubation periods in a dynamical model

Author(s): Arni S. R. Srinivasa Rao

Abstract: We consider previously well-known models in epidemiology where the parameter for incubation period is used as one of the important components to explain the dynamics of the variables. Such models are extended here to explain the dynamics with respect to a given therapy that prolongs the incubation period. A deconvolution method is demonstrated for estimation of parameters in the situations when no-therapy and multiple therapies are given to the infected population. The models and deconvolution method are extended in order to study the impact of therapy in age-structured populations. A generalisation for a situation when n- types of therapies are available is given.

http://arXiv.org/abs/q-bio/0608028
http://front.math.ucdavis.edu/q-bio.QM/0608028 (alternate)

4602. Time change approach to generalized excursion measures, and its application to limit theorems

Author(s): P. J. Fitzsimmons and K. Yano

Abstract: It is proved that generalized excursion measures can be constructed via time change of Ito's Brownian excursion measure. A tightness-like condition on strings is introduced to prove a convergence theorem of generalized excursion measures. The convergence theorem is applied to obtain a conditional limit theorem, a kind of invariance principle where the limit is the Bessel meander.

http://arXiv.org/abs/math/0608530
http://front.math.ucdavis.edu/math.PR/0608530 (alternate)

4603. Growth and roughness of the interface for ballistic deposition

Author(s): Mathew D. Penrose

Abstract: In ballistic deposition (BD), $(d+1)$-dimensional particles fall sequentially at random towards an initially flat, large but bounded $d$-dimensional surface, and each particle sticks to the first point of contact. For both lattice and continuum BD, a law of large numbers in the thermodynamic limit establishes convergence of the mean height and surface width of the interface to constants $h(t)$ and $w(t)$, respectively, depending on time $t$. We show that $h(t)$ is asymptotically linear in $t$, while $w(t)$ grows at least logarithmically in $t$ when $d=1$. We also give duality results saying that the height above the origin for deposition onto an initially flat surface is equidistributed with the maximum height for deposition onto a surface growing from a single site.

http://arXiv.org/abs/math/0608540
http://front.math.ucdavis.edu/math.PR/0608540 (alternate)

4604. Complete localisation in the parabolic Anderson model with Pareto-distributed potential

Author(s): Wolfgang Konig and Peter Morters and Nadia Sidorova

Abstract: The parabolic Anderson problem is the Cauchy problem for the heat equation $\partial_t u(t,z)=\Delta u(t,z)+\xi(z) u(t,z)$ on $(0,\infty)\times {\mathbb Z}^d$ with random potential $(\xi(z) \colon z\in {\mathbb Z}^d)$. We consider independent and identically distributed potential variables, such that Prob$(\xi(z)>x)$ decays polynomially as $x\uparrow\infty$. If $u$ is initially localised in the origin, i.e. if $u(0,x)=\one_0(x)$, we show that, at any large time $t$, the solution is completely localised in a single point with high probability. More precisely, we find a random process $(Z_t \colon t\ge 0)$ with values in $\Z^d$ such that $\lim_{t \uparrow\infty} u(t,Z_t)/\sum_{z\in\Z^d} u(t,z) =1,$ in probability. We also identify the asymptotic behaviour of $Z_t$ in terms of a weak limit theorem.

http://arXiv.org/abs/math/0608544
http://front.math.ucdavis.edu/math.PR/0608544 (alternate)

4605. Propagation Time in Stochastic Communication Networks

Author(s): Jonathan Rowe and Boris Mitavskiy

Abstract: Dynamical processes taking place on networks have received much attention in recent years, especially on various models of random graphs (including small world and scale free networks). They model a variety of phenomena, including the spread of information on the Internet; the outbreak of epidemics in a spatially structured population; and communication between randomly dispersed processors in an ad hoc wireless network. Typically, research has concentrated on the existence and size of a large connected component (representing, say, the size of the epidemic) in a percolation model, or uses differential equations to study the dynamics using a mean-field approximation in an infinite graph. Here we investigate the time taken for information to propagate from a single source through a finite network, as a function of the number of nodes and the network topology. We assume that time is discrete, and that nodes attempt to transmit to their neighbors in parallel, with a given probability of success. We solve this problem exactly for several specific topologies, and use a large-deviation theorem to derive general asymptotic bounds, which apply to any family of networks where the diameter grows at least logarithmically in the number of nodes. We use these bounds, for example, to show that a scale-free network has propagation time logarithmic in the number of nodes, and inversely proportional to the transmission probability.

http://arXiv.org/abs/math/0608561
http://front.math.ucdavis.edu/math.PR/0608561 (alternate)

4606. Random walk on graphs with regular resistance and volume growth

Author(s): Andras Telcs

Abstract: In this paper characterizations of graphs satisfying heat kernel estimates for a wide class of space-time scaling functions are given. The equivalence of the two-sided heat kernel estimate and the parabolic Harnack inequality is also shown via the equivalence of the upper (lower) heat kernel estimate to the parabolic mean value (and super mean value) inequality.

http://arXiv.org/abs/math/0608594
http://front.math.ucdavis.edu/math.PR/0608594 (alternate)

4607. Loops statistics in the toroidal honeycomb dimer model

Author(s): C\'edric Boutillier and B\'eatrice de Tili\`ere

Abstract: The dimer model on a graph embedded in the torus can be interpreted as a collection of random self-avoiding loops. We prove that when the mesh of the graph tends to zero, and the aspect of the torus is fixed, the winding number of this collection of loops converges in law to a two-dimensional discrete Gaussian distribution. This is the first mathematical proof of a result known to physicists in the context of toroidal 2-D critical models, and their mapping to the massless free field on the torus.

http://arXiv.org/abs/math/0608600
http://front.math.ucdavis.edu/math.PR/0608600 (alternate)

4608. Sub-Gaussian short time asymptotics for measure metric Dirichlet spaces

Author(s): Andras Telcs

Abstract: This paper presents estimates for the distribution of the exit time from balls and short time asymptotics for measure metric Dirichlet spaces. The estimates cover the classical Gaussian case, the sub-diffusive case which can be observed on particular fractals and further less regular cases as well. The proof is based on a new chaining argument and it is free of volume growth assumptions.

http://arXiv.org/abs/math/0608615
http://front.math.ucdavis.edu/math.PR/0608615 (alternate)

4609. Smile Asymptotics II: Models with Known Moment Generating Function

Author(s): Shalom Benaim and Peter Friz

Abstract: In a recent article the authors obtained a formula which relates explicitly the tail of risk neutral returns with the wing behavior of the Black Scholes implied volatility smile. In situations where precise tail asymptotics are unknown but a moment generating function is available we first establish, under easy-to-check conditions, tail asymptoics on logarithmic scale as soft applications of standard Tauberian theorems. Such asymptotics are enough to make the tail-wing formula work and we so obtain a version of Lee's moment formula with the novel guarantee that there is indeed a limiting slope when plotting implied variance against log-strike. We apply these results to time-changed Levy models and the Heston model. In particular, the term-structure of the wings can be analytically understood.

http://arXiv.org/abs/math/0608619
http://front.math.ucdavis.edu/math.PR/0608619 (alternate)

4610. Constrained exchangeable partitions

Author(s): Alexander Gnedin

Abstract: For a class of random partitions of an infinite set a de Finetti-type representation is derived, and in one special case a central limit theorem for the number of blocks is shown.

http://arXiv.org/abs/math/0608621
http://front.math.ucdavis.edu/math.PR/0608621 (alternate)

4611. The Problem of Small Unilateral Deviations: the Existence of Decay Exponents

Author(s): G.Molchan

Abstract: Let x(s), s in R^d be a Gaussian self-similar random process of index H. We consider the problem of log-asymptotics for the probability p(T) that x(s), x(0)=0 does not exceed a fixed level in a star-shaped increasing domain T*U as T >> 1. General conditions are given to guarantee the existence of the limit of (-log p(T))/L(T) as T >> 1 for a slowly increasing function L(T).

http://arXiv.org/abs/math/0608630
http://front.math.ucdavis.edu/math.PR/0608630 (alternate)

4612. Small-time and tail asymptotics for a time-changed diffusion, with applications to local volatility and CEV-Heston models

Author(s): Martin Forde

Abstract: Building on an insight in Carr&Lee\cite{CarrLee03}, we establish a simple relationship between the prices of Eigenfunction contracts and the mgf of the time-change, under a model where the Stock price is a diffusion process evaluated at an independent stochastic clock. In particular, we characterize the tail behaviour (Theorems \ref{thm:CEVtail}, \ref{thm:CEVstocvoltail}) and the small-time behaviour (Theorem \ref{thm:CEVLargeDev}) of a CEV diffusion, and a time-changed CEV diffusion. We describe the small-time behaviour of the Heston subordinator (Theorem \ref{thm:HestonLDP}) using large deviations theory, which shows that the previous three results are applicable to the CEV-Heston stochastic volatility model discussed in Atlan&Leblanc\cite{Atlan}. We also use a general result by Norris&Stroock\cite{NorrisStroock} to characterize the tail behaviour of the transition densities for a general Dupire local volatility model\cite{Dupire94}, in terms of an Energy functional (Corollary \ref{cor:SN}). Finally, in section 3, we discuss calibration issues for a time-changed diffusion model. Specifically, for the time-changed CEV model, we show that if we wish to apply an extended version of the Carr-Lee\cite{CarrLee03} methodology to infer the characteristic function of the time-change from an observed single-maturity smile, then the tails of the distribution of the time-change have to have sub-exponential behaviour, or else we have to use \textit{analytic continuation}

http://arXiv.org/abs/math/0608634
http://front.math.ucdavis.edu/math.PR/0608634 (alternate)

4613. Central Limit Theorems for Non-Invertible Measure Preserving Maps

Author(s): Michael C. Mackey and Marta Tyran-Kaminska

Abstract: We establish a new functional central limit theorem result for non-invertible measure preserving maps that are not necessarily ergodic, using the Perron-Frobenius operator. We apply the result to asymptotically periodic transformations and give an extensive specific example of asymptotically periodic transformations by using the tent map.

http://arXiv.org/abs/math/0608637
http://front.math.ucdavis.edu/math.PR/0608637 (alternate)

4614. First-passage competition with different speeds: positive density for both species is impossible

Author(s): Olivier Garet (MAPMO) and R\'{e}gine Marchand (IECN)

Abstract: 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 almost impossible to detect: for instance, it could not be observed by a medium resolution satellite. We also recover the same fluctuations with respect to the asymptotic shape as in the case where the weak infection evolves alone. In dimension two, we prove that one species finally occupies a set with full density, while the other one only occupies a set of null density. We also prove that the H\"{a}ggstr\"{o}m-Pemantle non-coexistence result "except perhaps for a denumerable set" can be extended to families of stochastically comparable passage times indexed by a continuous parameter.

http://arXiv.org/abs/math/0608667
http://front.math.ucdavis.edu/math.PR/0608667 (alternate)

4615. Capacitive flows on a 2D random net

Author(s): Olivier Garet (MAPMO)

Abstract: This paper concerns maximal flows on $\mathbb{Z}^2$ traveling from a convex set to infinity, the flows being restricted by a random capacity. For every compact convex set $A$, we prove that the maximal flow $\Phi(nA)$ between $nA$ and infinity is such that $\Phi(nA)/n$ almost surely converges to the integral of a deterministic function over the boundary of $A$. The limit can also be interpreted as the optimum of a deterministic continuous max-flow problem. We derive some properties of the infinite cluster in supercritical Bernoulli percolation.

http://arXiv.org/abs/math/0608676
http://front.math.ucdavis.edu/math.PR/0608676 (alternate)

4616. Modified log-Sobolev inequalities and isoperimetry

Author(s): Alexander V. Kolesnikov

Abstract: We find sufficient conditions for a probability measure $\mu$ to satisfy an inequality of the type $$ \int_{\R^d} f^2 F\Bigl(\frac{f^2}{\int_{\R^d} f^2 d \mu} \Bigr) d \mu \le C \int_{\R^d} f^2 c^{*}\Bigl(\frac{|\nabla f|}{|f|} \Bigr) d \mu + A \int_{\R^d} f^2 d \mu, $$ where $F$ is concave and $c$ (a cost function) is convex. In particular, for every convex $\mu$ satisfying $\int_{\R^d} e^{\epsilon |x|^{\alpha}} d\mu < \infty$ for some $\epsilon>0$, $1 < \alpha \le 2$, we establish a family of tight inequalities interpolating between the $F$-Sobolev and modified log-Sobolev inequalities.

http://arXiv.org/abs/math/0608681
http://front.math.ucdavis.edu/math.PR/0608681 (alternate)

4617. Characterization of LIL behavior in Banach space

Author(s): Uwe Einmahl and Deli Li

Abstract: In a recent paper by the authors a general result characterizing two-sided LIL behavior for real valued random variables has been established. In this paper, we show that there are analogous results in the Banach space setting. One of our main new tools is an improved Fuk-Nagaev type inequality in Banach space which should be of independent interest.

http://arXiv.org/abs/math/0608687
http://front.math.ucdavis.edu/math.PR/0608687 (alternate)

4618. Tightness for the interfaces of one-dimensional voter models

Author(s): Samir Belhaouari and Thomas Mountford and Glauco Valle

Abstract: We show that for the voter model on $\{0,1\}^{\mathbb{Z}}$ corresponding to a random walk with kernel $p(\cdot)$ and starting from unanimity to the right and opposing unanimity to the left, a tight interface between 0's and 1's exists if $p(\cdot)$ has finite second moment but does not if $p(\cdot)$ fails to have finite moment of order $\alpha$ for some $\alpha <2$.

http://arXiv.org/abs/math/0608690
http://front.math.ucdavis.edu/math.PR/0608690 (alternate)

4619. Random walk in random environment with asymptotically zero perturbation

Author(s): M. V. Menshikov and Andrew R. Wade

Abstract: We give criteria for ergodicity, transience and null recurrence for the random walk in random environment on {0,1,2,...}, with reflection at the origin, where the random environment is subject to a vanishing perturbation. Our results complement existing criteria for random walks in random environments and for Markov chains with asymptotically zero drift, and are significantly different to these previously studied cases. Our method is based on a martingale technique - the method of Lyapunov functions.

http://arXiv.org/abs/math/0608696
http://front.math.ucdavis.edu/math.PR/0608696 (alternate)

4620. Logarithmic speeds for one-dimensional perturbed random walk in random environment

Author(s): M. V. Menshikov and Andrew R. Wade

Abstract: We study the random walk in random environment on {0,1,2,...}, where the environment is subject to a vanishing (random) perturbation. The two particular cases we consider are: (i) random walk in random environment perturbed from Sinai's regime; (ii) simple random walk with random perturbation. We give almost sure results on how far the random walker will be from the origin after a long time t, for almost every environment. We give both upper and lower almost sure bounds. These bounds are of order $(\log t)^\beta$, for $\beta \in (1,\infty)$, depending on the perturbation. In addition, in the ergodic cases, we give results on the rate of decay of the stationary distribution.

http://arXiv.org/abs/math/0608697
http://front.math.ucdavis.edu/math.PR/0608697 (alternate)

4621. Entropy method for the left tail

Author(s): Hyungsu Kim and Chul Ki Ko and Sungchul Lee

Abstract: When we use the entropy method to get the tail bounds, typically the left tail bounds are not good comparing with the right ones. Up to now this asymmetry has been observed many times. Surprisingly we find an entropy method for the left tail that works in the exactly same way that it works for the right tail.

http://arXiv.org/abs/math/0608706
http://front.math.ucdavis.edu/math.PR/0608706 (alternate)

4622. Limiting Laws of Linear Eigenvalue Statistics for Unitary Invariant Matrix Models

Author(s): L. Pastur

Abstract: We study the variance and the Laplace transform of the probability law of linear eigenvalue statistics of unitary invariant Matrix Models of n-dimentional Hermitian matrices as n tends to infinity. Assuming that the test function of statistics is smooth enough and using the asymptotic formulas by Deift et al for orthogonal polynomials with varying weights, we show first that if the support of the Density of States of the model consists of two or more intervals, then in the global regime the variance of statistics is a quasiperiodic function of n generically in the potential, determining the model. We show next that the exponent of the Laplace transform of the probability law is not in general 1/2variance, as it should be if the Central Limit Theorem would be valid, and we find the asymptotic form of the Laplace transform of the probability law in certain cases.

http://arXiv.org/abs/math/0608719
http://front.math.ucdavis.edu/math.PR/0608719 (alternate)

4623. Fluctuation properties of the TASEP with periodic initial configuration

Author(s): Alexei Borodin (1) and Patrik L. Ferrari (2) and Michael Pr\"ahofer (2) and Tomohiro Sasamoto (3) ((1) Caltech, (2) TU-Muenchen, (3) Chiba University)

Abstract: We consider the joint distributions of particle positions for the continuous time totally asymmetric simple exclusion process (TASEP). They are expressed as Fredholm determinants with a kernel defining a signed determinantal point measure. We then consider certain periodic initial conditions and determine the kernel in the scaling limit. This result has been announced first in a letter by one of us and here we provide a self-contained derivation. Connections to last passage directed percolation and random matrices are also briefly discussed.

http://arXiv.org/abs/math-ph/0608056
http://front.math.ucdavis.edu/math-ph/0608056 (alternate)

4624. Tail estimates for sums of variables sampled from a random walk

Author(s): Roy Wagner

Abstract: We prove a tail estimate for the variable $\sum f(X_i)$, where $(X_i)_i$ is the trajectory of a random walk on a graph (or a reversible Markov chain). The estimate is in terms of the maximum of the function, its variance, and the spectral gap of the graph. Our proof is more elementary than other proofs in the literature, and for some parameter regimes our results are sharper. We obtain Bernstein and Bennett-type inequalitis, as well as an inequality for subgaussian variables.

http://arXiv.org/abs/math/0608740
http://front.math.ucdavis.edu/math.PR/0608740 (alternate)

4625. Two parameters circular ensembles and Jacobi-Trudi type formulas for Jack functions of rectangular shapes

Author(s): Sho Matsumoto

Abstract: Jack function theory is useful for the calculation of the moment of the characteristic polynomials in Dyson's circular $\beta$-ensembles (C$\beta$E). We define a $q$-analogue of the C$\beta$E and calculate moments of characteristic polynomials via Macdonald function theory. By this $q$-deformation, the asymptotics calculation of these moments becomes simple and the ordinary C$\beta$E case is recovered as $q \to 1$. Further, by using a hyperdeterminant which is a simple generalization of a determinant, we give a Jacobi-Trudi type formula for Jack symmetric functions of rectangular shapes.

http://arXiv.org/abs/math/0608751
http://front.math.ucdavis.edu/math.PR/0608751 (alternate)

4626. Number variance of random zeros on complex manifolds

Author(s):