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Altemeier, Daniel: Concentration Inequalities for Nonautonomous Stochastic Delay Differential Equations. 2017
Inhalt
Introduction
Placement in the Literature and Aim
Structure and Progress
The Fernique Inequality: A Concentration Inequality for Gaussian Processes
The Fernique Inequality
On Stochastic Functional Differential Equations
Definitions and Conventions
General Existence and Uniqueness of Solutions
Representations for Linear RFDEs with Additive Noise
Concentration of Sample Paths in Autonomous Stable Environment
Stochastic Delay Differential Equations
Convergence in Critical Regime
Consequences of Convergence
Concentration Results for SDDEs
Small-Ball Probabilities
From Uniform Stability to Instability
Setting and the Replacement System
Justification for the Approach
Uniform Stability
Consecutive Boxes
Bernstein-based Approach
Transition - Stability Comes to an End
Shallow Curvature
The End of Stability
During a Small Time at Instability
Uniformly Symmetric Environment
On the Choice of Delay Influence
Departure From Instability
Auxiliaries
A Concentration Result for linear SDEs
Estimates for Q-integrals
Brownian First-Exit Distribution - Lower Tail Estimates
First Approach to Small-Ball Probabilities
Small-Ball Estimates
SDDEs - Case Studies
Critical Regime
Stable Regime
Instable Regime
REFERENCES