Limit theorems for SDEs with irregular drifts

In this paper, concerning SDEs with Hölder continuous drifts, which are merely dissipative at infinity, and SDEs with piecewise continuous drifts, we investigate the strong law of large numbers and the central limit theorem for underlying additive functionals and reveal the corresponding rates of convergence. To establish the limit theorems under consideration, the exponentially contractive property of solution processes under the (quasi-)Wasserstein distance plays an indispensable role. In order to achieve such contractive property, which is new and interesting in its own right for SDEs with Hölder continuous drifts or piecewise continuous drifts, the reflection coupling method is employed and meanwhile a sophisticated test function is built.

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Publication Details

Journal
Bernoulli
Published
2025-04-09
DOI
https://doi.org/10.3150/24-bej1745
Primary Topic
Stochastic processes and financial applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Limit theorems for SDEs with irregular drifts

Jiaqing Hao, Jianhai Bao
Bernoulli
Stochastic processes and financial applications
article

Limit theorems for SDEs with irregular drifts

Jiaqing Hao, Jianhai Bao
article en

Abstract

In this paper, concerning SDEs with Hölder continuous drifts, which are merely dissipative at infinity, and SDEs with piecewise continuous drifts, we investigate the strong law of large numbers and the central limit theorem for underlying additive functionals and reveal the corresponding rates of convergence. To establish the limit theorems under consideration, the exponentially contractive property of solution processes under the (quasi-)Wasserstein distance plays an indispensable role. In order to achieve such contractive property, which is new and interesting in its own right for SDEs with Hölder continuous drifts or piecewise continuous drifts, the reflection coupling method is employed and meanwhile a sophisticated test function is built.

BernoulliVol. 31(3)
Tianjin University (CN)
Climate action
Openalex Percentile: Top 91%
Stochastic processes and financial applications
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