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A version of the fundamental mean-square convergence theorem is proved for stochastic differential equations (SDE) which coefficients are allowed to grow polynomially at infinity and which satisfy a one-sided Lipschitz condition. The…

数值分析 · 数学 2013-11-26 M. V. Tretyakov , Z. Zhang

In the present work, we adopt the idea of velocity averaging lemma to establish regularity for stationary linearized Boltzmann equations in a bounded convex domain. Considering the incoming data, with three iterations, we establish…

偏微分方程分析 · 数学 2020-11-03 I-Kun Chen , Ping-Han Chuang , Chun-Hsiung Hsia , Jhe-Kuan Su

Difference-in-differences (DiD) is a cornerstone of causal inference, yet extending it to functional outcomes is not a routine scalar generalization; rather, it entails three fundamental challenges in identification, inference, and…

统计方法学 · 统计学 2026-05-29 Junzhu Nie , Chengxiu Ling , Mengfei Ran

We obtain an analytic proof for asymptotic H\"older estimate and Harnack's inequality for solutions to a discrete dynamic programming equation. The results also generalize to functions satisfying Pucci-type inequalities for discrete…

偏微分方程分析 · 数学 2022-07-06 Ángel Arroyo , Pablo Blanc , Mikko Parviainen

We present a new, short proof of the increased regularity obtained by solutions to uniformly parabolic partial differential equations. Though this setting is fairly introductory, our new method of proof, which uses a priori estimates, can…

偏微分方程分析 · 数学 2015-09-01 Stephen Pankavich , Nicholas Michalowski

For the ordinary differential equation (ODE) $\dot{x}(t) = f(t,x)$, $x(0) = x_0$, $t\geq 0$, $x\in R^d$, assume $f$ to be at least continuous in $t$ and locally Lipshitz in $x$, and if necessary, several times continuously differentiable in…

动力系统 · 数学 2007-05-23 Divakar Viswanath

We provide adaptive inference methods, based on $\ell_1$ regularization, for regular (semi-parametric) and non-regular (nonparametric) linear functionals of the conditional expectation function. Examples of regular functionals include…

机器学习 · 统计学 2022-10-25 Victor Chernozhukov , Whitney Newey , Rahul Singh

We study two classes of linear difference differential equations analogous to Euler-Cauchy ordinary differential equations, but in which multiple arguments are shifted forward or backward by fixed amounts. Special cases of these equations…

经典分析与常微分方程 · 数学 2007-06-13 David M. Bradley

One method to determine whether or not a system of partial differential equations is consistent is to attempt to construct a solution using merely the "algebraic data" associated to the system. In technical terms, this translates to the…

交换代数 · 数学 2017-11-13 Richard Gustavson , Omar León Sánchez

Motivated by polynomial approximations of differential forms, we study analytical and numerical properties of a polynomial interpolation problem that relies on function averages over interval segments. The usage of segment data gives rise…

数值分析 · 数学 2023-09-04 Ludovico Bruni Bruno , Wolfgang Erb

By developing new efficient techniques and using an appropriate fixed point theorem, we derive several new sufficient conditions for the pseudo almost periodic solutions with double measure for some system of differential equations with…

偏微分方程分析 · 数学 2020-03-11 Mohsen Miraoui , Dušan D. Repovš

We propose a general analytical framework for single-facility continuous location problems under spatial demand uncertainty. In contrast to classical formulations based on discrete or regionally aggregated demands, the proposed model…

最优化与控制 · 数学 2025-11-05 Víctor Blanco , Miguel Martínez-Antón

The aim of this paper is to prove the existence and smoothness of stable and unstable invariant manifolds for a stochastic delayed partial differential equation of parabolic type. The stochastic delayed partial differential equation is…

动力系统 · 数学 2023-06-13 Wenjie Hu , Quanxin Zhu , Tomás Caraballo

We study the problem of estimating the average of a Lipschitz continuous function $f$ defined over a metric space, by querying $f$ at only a single point. More specifically, we explore the role of randomness in drawing this sample. Our goal…

数据结构与算法 · 计算机科学 2011-01-21 Abhimanyu Das , David Kempe

We study the problem of estimating time-varying coefficients in ordinary differential equations. Current theory only applies to the case when the associated state variables are observed without measurement errors as presented in…

统计理论 · 数学 2009-10-07 Heng Lian

We prove Holder regularity for solutions of non divergence integro-differential equations with non necessarily even kernels. The even/odd decomposition of the kernel can be understood as a sum of a diffusion and a drift term. In our case we…

偏微分方程分析 · 数学 2012-10-31 Hector A. Chang Lara

By means of a recent Birkhoff-Kellogg type theorem, we discuss the solvability of a fairly general class of parameter-dependent fourth order retarded differential equations subject to functional boundary conditions. We seek solutions within…

经典分析与常微分方程 · 数学 2024-10-16 Alessandro Calamai , Gennaro Infante

In this paper, we present an averaging method for obtaining quasi-periodic response solutions in perturbed, real analytic, quasi-periodic systems with Diophantine frequency vectors. Under the assumptions that the averaged system possesses a…

动力系统 · 数学 2026-02-20 Jiamin Xing , Yong Li , Shuguan Ji

For a L\'evy basis $L$ on $\mathbb{R}^d$ and a suitable kernel function $f:\mathbb{R}^d \to \mathbb{R}$, consider the continuous spatial moving average field $X=(X_t)_{t\in \mathbb{R}^d}$ defined by $X_t = \int_{\mathbb{R}^d} f(t-s) \,…

概率论 · 数学 2021-08-02 David Berger

Using the damped pendulum system we introduce the averaging method to study the periodic solutions of a dynamical system with small perturbation. We provide sufficient conditions for the existence of periodic solutions with small amplitude…

动力系统 · 数学 2014-05-20 Douglas Duarte Novaes