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We study the existence, optimality, and construction of non-randomised stopping times that solve the Skorokhod embedding problem (SEP) for Markov processes which satisfy a duality assumption. These stopping times are hitting times of…

概率论 · 数学 2021-03-30 Paul Gassiat , Harald Oberhauser , Christina Z. Zou

We show an intimate connection between solutions of the Skorokhod Embedding Problem which are given as the first hitting time of a barrier and the concept of shadows in martingale optimal transport. More precisely, we show that a solution…

概率论 · 数学 2021-03-08 Martin Brückerhoff , Martin Huesmann

Most results regarding Skorokhod embedding problems (SEP) so far rely on the assumption that the corresponding stopped process is uniformly integrable, which is equivalent to the convex ordering condition…

概率论 · 数学 2020-01-01 Jiajie Wang

We provide a complete characterisation of the Root solution to the Skorokhod embedding problem (SEP) by means of an optimal stopping formulation. Our methods are purely probabilistic and the analysis relies on a tailored time-reversal…

概率论 · 数学 2017-03-27 Alexander M. G. Cox , Jan Obłój , Nizar Touzi

We solve the $n$-marginal Skorokhod embedding problem for a continuous local martingale and a sequence of probability measures $\mu_1,...,\mu_n$ which are in convex order and satisfy an additional technical assumption. Our construction is…

概率论 · 数学 2014-01-07 Jan Obłój , Peter Spoida

We show that the barrier function in Root's solution to the Skorokhod embedding problem is continuous and finite at every point where the target measure has no atom and its absolutely continuous part is locally bounded away from zero.

概率论 · 数学 2021-07-12 Erhan Bayraktar , Thomas Bernhardt

The Skorokhod Embedding Problem (SEP) is one of the classical problems in the study of stochastic processes, with applications in many different fields (cf.~ the surveys \cite{Ob04,Ho11}). Many of these applications have natural…

概率论 · 数学 2017-05-29 Mathias Beiglboeck , Alexander Cox , Martin Huesmann

We revisit Kellerer's Theorem, that is, we show that for a family of real probability distributions $(\mu_t)_{t\in [0,1]}$ which increases in convex order there exists a Markov martingale $(S_t)_{t\in[0,1]}$ s.t.\ $S_t\sim \mu_t$. To…

概率论 · 数学 2017-07-27 Mathias Beiglböck , Martin Huesmann , Florian Stebegg

In this paper we consider (probability-)measure valued processes, which we call MVMs, which have a natural martingale structure. Following previous work of Eldan and Cox-K\"allblad, these processes are known to have a close connection to…

We present a numerical framework to approximate the $\mu$-domain in the planar Skorokhod embedding problem (PSEP), recently appeared in \cite{gross2019}. Our approach investigates the continuity and convergence properties of the solutions…

概率论 · 数学 2025-05-01 Mrabet Becher , Maher Boudabra , Fathi Haggui

We obtain bounds on the distribution of the maximum of a martingale with fixed marginals at finitely many intermediate times. The bounds are sharp and attained by a solution to $n$-marginal Skorokhod embedding problem in Ob{\l}\'oj and…

概率论 · 数学 2016-01-18 Pierre Henry-Labordère , Jan Obłój , Peter Spoida , Nizar Touzi

A classical result of Strassen asserts that given probabilities $\mu, \nu$ on the real line which are in convex order, there exists a \emph{martingale coupling} with these marginals, i.e.\ a random vector $(X_1,X_2)$ such that $X_1\sim \mu,…

概率论 · 数学 2016-09-13 Mathias Beiglboeck , Nicolas Juillet

We study the problem of stopping a Brownian motion at a given distribution $\nu$ while optimizing a reward function that depends on the (possibly randomized) stopping time and the Brownian motion. Our first result establishes that the set…

概率论 · 数学 2020-04-15 Mathias Beiglböck , Marcel Nutz , Florian Stebegg

Let $\mu$ be a self-similar measure generated by iterated function system of four maps of equal contraction ratio $0<\rho<1$. We study when $\mu$ is a spectral measure which means that it admits an exponential orthonormal basis $\{e^{2\pi i…

经典分析与常微分方程 · 数学 2022-09-14 Li-Xiang An , Xinggang He , Chun-Kit Lai

The classical Skorokhod embedding problem for a Brownian motion $W$ asks to find a stopping time $\tau$ so that $W_\tau$ is distributed according to a prescribed probability distribution $\mu$. Many solutions have been proposed during the…

概率论 · 数学 2019-08-01 Leif Doering , Lukas Gonon , David J. Prömel , Oleg Reichmann

We consider the optimal Skorokhod embedding problem (SEP) given full marginals over the time interval $[0,1]$. The problem is related to the study of extremal martingales associated with a peacock ("process increasing in convex order", by…

概率论 · 数学 2015-03-03 Sigrid Kallblad , Xiaolu Tan , Nizar Touzi

Arbitrary matrices $M \in \mathbb{R}^{m \times n}$, randomly perturbed in an additive manner using a random matrix $R \in \mathbb{R}^{m \times n}$, are shown to asymptotically almost surely satisfy the so-called {\sl robust null space…

概率论 · 数学 2025-07-29 Elad Aigner-Horev , Dan Hefetz , Michael Trushkin

The Skorokhod embedding problem aims to represent a given probability measure on the real line as the distribution of Brownian motion stopped at a chosen stopping time. In this paper, we consider an extension of the optimal Skorokhod…

概率论 · 数学 2016-08-04 Gaoyue Guo , Xiaolu Tan , Nizar Touzi

The genealogical structure of self-similar growth-fragmentations can be described in terms of a branching random walk. The so-called intrinsic area $\mathrm{A}$ arises in this setting as the terminal value of a remarkable additive…

概率论 · 数学 2019-08-22 Jean Bertoin , Nicolas Curien , Igor Kortchemski

This paper examines the Root solution of the Skorohod embedding problem given full marginals on some compact time interval. Our results are obtained by limiting arguments based on finitely-many marginals Root solution of Cox, Obl\'oj and…

最优化与控制 · 数学 2019-12-18 Alexandre Richard , Xiaolu Tan , Nizar Touzi
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