Related Experiment Video
Updated: Aug 26, 2025

Development of an Individual-Tree Basal Area Increment Model using a Linear Mixed-Effects Approach
Published on: July 3, 2020
The hyperbolic Anderson model: moment estimates of the Malliavin derivatives and applications
Raluca M Balan1, David Nualart2, Lluís Quer-Sardanyons3
1Department of Mathematics and Statistics, STEM Building, University of Ottawa, 150 Louis-Pasteur Private, Ottawa, ON K1N 6N5 Canada.
Abstract:
In this article, we study the hyperbolic Anderson model driven by a space-time colored Gaussian homogeneous noise with spatial dimension . Under mild assumptions, we provide -estimates of the iterated Malliavin derivative of the solution in terms of the fundamental solution of the wave solution. To achieve this goal, we rely heavily on the Wiener chaos expansion of the solution. Our first application are quantitative central limit theorems for spatial averages of the solution to the hyperbolic Anderson model, where the rates of convergence are described by the total variation distance. These quantitative results have been elusive so far due to the temporal correlation of the noise blocking us from using the Itô calculus. A novel ingredient to overcome this difficulty is the second-order Gaussian Poincaré inequality coupled with the application of the aforementioned -estimates of the first two Malliavin derivatives. Besides, we provide the corresponding functional central limit theorems. As a second application, we establish the absolute continuity of the law for the hyperbolic Anderson model. The -estimates of Malliavin derivatives are crucial ingredients to verify a local version of Bouleau-Hirsch criterion for absolute continuity. Our approach substantially simplifies the arguments for the one-dimensional case, which has been studied in the recent work by [2].
Related Concept Videos
Moment-Area Theorems
The theorem is divided into two parts. The first part connects the angle between tangents at any two points on the beam's elastic curve to the area under a curve derived by...
Noncompartmental Analysis: Statistical Moment Theory
Beams with Symmetric Loadings
The M/EI...
Second Derivatives and Laplace Operator
Consider a scalar function. The curl of its...
Principle of Moments
The moment is calculated by multiplying the magnitude of the force by the perpendicular distance from the point of application to the point about...
Moment of Inertia about an Arbitrary Axis
In this scenario, the perpendicular distance between the chosen arbitrary axis...

