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By the Lindeberg-L\'evy central limit theorem, standardized partial sums of a sequence of mutually independent and identically distributed random variables converge in law to the standard normal distribution. It is known that mutual…

概率论 · 数学 2025-04-08 Martin Raič

We study the asymptotic laws for the spatial distribution and the number of connected components of zero sets of smooth Gaussian random functions of several real variables. The primary examples are various Gaussian ensembles of real-valued…

概率论 · 数学 2016-12-21 Fedor Nazarov , Mikhail Sodin

The explicit form for the characteristic function of a stable distribution on the line is derived analytically by solving the associated functional equation and applying theory of regular variation, without appeal to the general…

概率论 · 数学 2016-04-26 E. J. G. Pitman , Jim Pitman

Let $X$ be an Abelian group of the form $X=\mathbb{R}^m\times K\times D$, where $m\geq 0$, $K$ is a compact totally disconnected group of the special form, $D$ is a discrete group. Let $\xi_i, i=1,2,...,n,n\geq 2,$ be independent random…

概率论 · 数学 2011-12-08 Mazur Ivan

The Gauss law plays a basic role in gauge theories, enforcing gauge invariance and creating edge states and superselection sectors. This article surveys these aspects of the Gauss law in QED, QCD and nonlinear $G/H$ models. It is argued…

高能物理 - 理论 · 物理学 2020-08-12 A. P. Balachandran , A. F. Reyes-Lega

The quantum measurement axiom dictates that physical observables and in particular the Hamiltonian must be diagonalizable and have a real spectrum. For a time-independent Hamiltonian (with a discrete spectrum) these conditions ensure the…

量子物理 · 物理学 2009-11-13 Ali Mostafazadeh

A stochastic telegraph equation is defined by adding a random inhomogeneity to the classical (second order linear hyperbolic) telegraph differential equation. The inhomogeneities we consider are proportional to the two-dimensional white…

概率论 · 数学 2019-04-10 Alexei Borodin , Vadim Gorin

The central limit theorem ensures that a sum of random variables tends to a Gaussian distribution as their total number tends to infinity. However, for a class of positive random variables, we find that the sum tends faster to a log-normal…

流体动力学 · 物理学 2013-10-16 H. Mouri

In this article we review the standard versions of the Central and of the Levy-Gnedenko Limit Theorems, and illustrate their application to the convolution of independent random variables associated with the distribution known as…

软凝聚态物质 · 物理学 2007-12-16 Constantino Tsallis , Silvio M. Duarte Queiros

Gaussian fields $(g_x)$ on $\mathbb{Z}_q^d$ are constructed from a class of reversible long range random walks $(X_t)_{t\in \mathbb{N}}$ on $\mathbb{Z}_q^d$ in arXiv:2510.22554. The construction is from taking the covariance function of…

概率论 · 数学 2026-02-24 Robert Griffiths , Shuhei Mano

The purpose of this note is to recall one remarkable theorem of Khinchin about the special role of the Gaussian distribution. This theorem allows us to give a new interpretation of the Lindeberg condition: it guarantees the uniform…

概率论 · 数学 2024-01-09 Linda A. Khachatryan

We propose a method for directly measuring the quantum mechanical pseudo-distribution of observable properties via its characteristic function. Vandermonde matrices of the eigenvalues play a central role in the theory. This proposal…

量子物理 · 物理学 2026-02-09 Andrew N. Jordan , David R. M. Arvidsson-Shukur , Aephraim M. Steinberg

Knowing when a graphical model is perfect to a distribution is essential in order to relate separation in the graph to conditional independence in the distribution, and this is particularly important when performing inference from data.…

统计理论 · 数学 2019-09-06 Arash A. Amini , Bryon Aragam , Qing Zhou

Let $L$ be a linear differential operator acting on functions defined over an open set $\mathcal{D}\subset \mathbb{R}^d$. In this article, we characterize the measurable second order random fields $U = (U(x))_{x\in\mathcal{D}}$ whose sample…

偏微分方程分析 · 数学 2023-01-18 Iain Henderson , Pascal Noble , Olivier Roustant

On the basis of a dilatation invariant Lagrangian, governed equations are determined for probability density and gauge potential of the non-stationary self-similar stochastic system. It is shown that an automodel regime is observed at small…

统计力学 · 物理学 2009-10-31 Alexander I. Olemskoi

In this paper we consider the automorphisms of the double affine Hecke algebra (DAHA) of type $\check{C_1}C_1$ which have a relatively simple action on the generators and on the parameters, notably a symmetry $t_4$ which sends the…

经典分析与常微分方程 · 数学 2026-04-14 Tom H. Koornwinder , Marta Mazzocco

The Tate conjecture has two parts: i) Tate classes are linear combination of algebraic classes, ii) semisimplicity of Galois representations (for smooth projective varieties). B. Moonen proved that i) implies ii) in characteristic 0, using…

代数几何 · 数学 2023-03-14 Yves André

With recently developed tools, we prove a homogenisation theorem for a random ODE with short and long-range dependent fractional noise. The effective dynamics are not necessarily diffusions, they are given by stochastic differential…

概率论 · 数学 2020-06-23 Johann Gehringer , Xue-Mei Li

We explore some properties of the conditional distribution of an i.i.d. sample under large exceedances of its sum. Thresholds for the asymptotic independance of the summands are observed, in contrast with the classical case when the…

统计理论 · 数学 2016-10-14 Maeva Biret , Michel Broniatowski , Zangsheng Cao

We develop a Galois theory for systems of linear difference equations with an action of an endomorphism {\sigma}. This provides a technique to test whether solutions of such systems satisfy {\sigma}-polynomial equations and, if yes, then…

交换代数 · 数学 2020-11-17 Alexey Ovchinnikov , Michael Wibmer