Statistical inference for SPDEs: an overview

I Cialenco - Statistical Inference for Stochastic Processes, 2018 - Springer
The aim of this work is to give an overview of the recent developments in the area of
statistical inference for parabolic stochastic partial differential equations. Significant part of …

[图书][B] Stochastic partial differential equations

SV Lototsky, BL Rozovsky - 2017 - Springer
There are textbooks and there are research monographs. Some believe that a research
monograph is supposed to bore rather than batter. The following quotation is attributed to …

[HTML][HTML] Parameter estimation for the stochastically perturbed Navier–Stokes equations

I Cialenco, N Glatt-Holtz - Stochastic processes and their applications, 2011 - Elsevier
We consider a parameter estimation problem of determining the viscosity ν of a
stochastically perturbed 2D Navier–Stokes system. We derive several different classes of …

Diffusivity estimation for activator–inhibitor models: Theory and application to intracellular dynamics of the actin cytoskeleton

G Pasemann, S Flemming, S Alonso, C Beta… - Journal of nonlinear …, 2021 - Springer
A theory for diffusivity estimation for spatially extended activator–inhibitor dynamics
modeling the evolution of intracellular signaling networks is developed in the mathematical …

Statistical inference for stochastic parabolic equations: a spectral approach

SV Lototsky - 2009 - projecteuclid.org
A parameter estimation problem is considered for a stochastic parabolic equation driven by
additive Gaussian noise that is white in time and space. The estimator is of spectral type and …

[HTML][HTML] Parameter estimation for the stochastic heat equation with multiplicative noise from local measurements

J Janák, M Reiß - Stochastic Processes and their Applications, 2024 - Elsevier
For the stochastic heat equation with multiplicative noise we consider the problem of
estimating the diffusivity parameter in front of the Laplace operator. Based on local …

On stochastic partial differential equations

BL Rozovskiĭ - Mathematics of the USSR-Sbornik, 1975 - iopscience.iop.org
In this paper we consider the Cauchy problem for second-order stochastic partial differential
equations of parabolic type. We study linear and nonlinear equations for filtering Markov …

Parameter estimation for discretely sampled stochastic heat equation driven by space-only noise

I Cialenco, HJ Kim - Stochastic Processes and their Applications, 2022 - Elsevier
We derive consistent and asymptotically normal estimators for the drift and volatility
parameters of the stochastic heat equation driven by an additive space-only white noise …

Drift parameter estimation for infinite-dimensional fractional Ornstein–Uhlenbeck process

B Maslowski, CA Tudor - Bulletin des Sciences Mathématiques, 2013 - Elsevier
We analyze the least squares estimator for the drift parameter of an infinite-dimensional
fractional Ornstein–Uhlenbeck process with Hurst parameter H⩾ 1 2. This estimator can be …

Parameter estimation for SPDEs with multiplicative fractional noise

I Cialenco - Stochastics and Dynamics, 2010 - World Scientific
We study parameter estimation problem for diagonalizable stochastic partial differential
equations driven by a multiplicative fractional noise with any Hurst parameter H∈(0, 1). Two …