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In this article we consider the ergodic risk-sensitive control problem for a large class of multidimensional controlled diffusions on the whole space. We study the minimization and maximization problems under either a blanket stability…

最优化与控制 · 数学 2021-01-01 Ari Arapostathis , Anup Biswas , Somnath Pradhan

In this paper, we give quantitative bounds on the $f$-total variation distance from convergence of an Harris recurrent Markov chain on an arbitrary under drift and minorisation conditions implying ergodicity at a sub-geometric rate. These…

概率论 · 数学 2007-05-23 Randal Douc , Eric Moulines , Philippe Soulier

We establish results with an arithmetic flavor that generalize the polynomial multidimensional Szemeredi theorem and related multiple recurrence and convergence results in ergodic theory. For instance, we show that in all these statements…

动力系统 · 数学 2015-11-19 Nikos Frantzikinakis , Bernard Host

For Markov chains and Markov processes exhibiting a form of stochastic monotonicity (larger states shift up transition probabilities in terms of stochastic dominance), stability and ergodicity results can be obtained using order-theoretic…

概率论 · 数学 2024-10-01 Takashi Kamihigashi , John Stachurski

In this paper we discuss how the notion of subgeometric ergodicity in Markov chain theory can be exploited to study stationarity and ergodicity of nonlinear time series models. Subgeometric ergodicity means that the transition probability…

计量经济学 · 经济学 2020-11-11 Mika Meitz , Pentti Saikkonen

We refer by threshold Ornstein-Uhlenbeck to a continuous-time threshold autoregressive process. It follows the Ornstein-Uhlenbeck dynamics when above or below a fixed level, yet at this level (threshold) its coefficients can be…

概率论 · 数学 2022-06-07 Sara Mazzonetto , Paolo Pigato

In a mean field game of controls, players seek to minimize a cost that depends on the joint distribution of players' states and controls. We consider an ergodic problem for second-order mean field games of controls with state constraints,…

偏微分方程分析 · 数学 2026-04-10 Jameson Graber , Kyle Rosengartner

Optimal multi-asset trading with Markovian predictors is well understood in the case of quadratic transaction costs, but remains intractable when these costs are $L_1$. We present a mean-field approach that reduces the multi-asset problem…

投资组合管理 · 定量金融 2020-04-14 Matt Emschwiller , Benjamin Petit , Jean-Philippe Bouchaud

We prove that for a random walk on the real line whose increments have zero mean and are either integer-valued or spread out (i.e. the distributions of the steps of the walk are eventually non-singular), the Markov chain of overshoots above…

概率论 · 数学 2019-05-14 Aleksandar Mijatović , Vladislav Vysotsky

This article is concerned with sampling from Gibbs distributions $\pi(x)\propto e^{-U(x)}$ using Markov chain Monte Carlo methods. In particular, we investigate Langevin dynamics in the continuous- and the discrete-time setting for such…

数值分析 · 数学 2026-05-25 Lorenz Fruehwirth , Andreas Habring

In this work, we consider the optimal portfolio selection problem under hard constraints on trading volume amounts when the dynamics of the risky asset returns are governed by a discrete-time approximation of the Markov-modulated geometric…

投资组合管理 · 定量金融 2014-10-07 Vladimir Dombrovskii , Tatyana Obyedko

We consider the problems of parameter estimation for several models of threshold ergodic diffusion processes in the asymptotics of large samples. These models are the direct continuous time analogues of the well-known in time series…

统计理论 · 数学 2010-03-19 Yury A. Kutoyants

Optimal trading is a recent field of research which was initiated by Almgren, Chriss, Bertsimas and Lo in the late 90's. Its main application is slicing large trading orders, in the interest of minimizing trading costs and potential…

交易与市场微观结构 · 定量金融 2018-06-05 Charles-Albert Lehalle , Eyal Neuman

We continue our study of the dynamics of mappings with small topological degree on (projective) complex surfaces. Previously, under mild hypotheses, we have constructed an ergodic ``equilibrium'' measure for each such mapping. Here we study…

动力系统 · 数学 2009-09-10 Jeffrey Diller , Romain Dujardin , Vincent Guedj

We study ergodic properties of a class of Markov-modulated general birth-death processes under fast regime switching. The first set of results concerns the ergodic properties of the properly scaled joint Markov process with a parameter that…

概率论 · 数学 2019-09-17 Ari Arapostathis , Guodong Pang , Yi Zheng

For a Markov chain $Y$ with values in a Polish space, consider the entrance chain, obtained by sampling $Y$ at the moments when it enters a fixed set $A$ from its complement $A^c$. Similarly, consider the exit chain, obtained by sampling…

概率论 · 数学 2025-05-15 Aleksandar Mijatovic , Vladislav Vysotsky

This article aims at quantifying the long time behavior of solutions of mean field PDE systems arising in the theory of Mean Field Games and McKean-Vlasov control. Our main contribution is to show well-posedness of the ergodic problem and…

概率论 · 数学 2024-09-17 Alekos Cecchin , Giovanni Conforti , Alain Durmus , Katharina Eichinger

Markowitz's criterion aims to balance expected return and risk when optimizing the portfolio. The expected return level is usually fixed according to the risk appetite of an investor, then the risk is minimized at this fixed return level.…

投资组合管理 · 定量金融 2024-11-08 Yizun Lin , Yongxin He , Zhao-Rong Lai

We study ergodic properties of nonlinear Markov chains and stochastic McKean-Vlasov equations. For nonlinear Markov chains we obtain sufficient conditions for existence and uniqueness of an invariant measure and uniform ergodicity. We also…

概率论 · 数学 2013-11-26 Oleg Butkovsky

The goal of this paper is to study the long time behavior of solutions of the first-order mean field game (MFG) systems with a control on the acceleration. The main issue for this is the lack of small time controllability of the problem,…

最优化与控制 · 数学 2020-07-07 Pierre Cardaliaguet , Cristian Mendico