Matrix Whittaker过程。

IF 1.5 1区 数学 Q2 STATISTICS & PROBABILITY Probability Theory and Related Fields Pub Date : 2023-01-01 Epub Date: 2023-05-14 DOI:10.1007/s00440-023-01210-y
Jonas Arista, Elia Bisi, Neil O'Connell
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引用次数: 0

摘要

我们研究了由逆Wishart随机矩阵驱动的d≥1矩阵三角阵列上的离散时间马尔可夫过程。右边缘的分量在具有单侧相互作用的正定矩阵上演化为乘法随机游动,并且可以被视为对数伽马聚合物配分函数的d维推广。我们建立了交织关系来证明,对于三角过程的适当初始配置,底边具有具有显式过渡核的自主马尔可夫进化。然后我们证明,对于一个特殊的奇异初始配置,底边的固定时间律是一个矩阵Whittaker测度,我们定义了它。为了实现这一点,我们执行拉普拉斯近似,该近似需要解决有向图上矩阵自变量的某些能量函数的约束最小化问题。
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Matrix Whittaker processes.

We study a discrete-time Markov process on triangular arrays of matrices of size d1, driven by inverse Wishart random matrices. The components of the right edge evolve as multiplicative random walks on positive definite matrices with one-sided interactions and can be viewed as a d-dimensional generalisation of log-gamma polymer partition functions. We establish intertwining relations to prove that, for suitable initial configurations of the triangular process, the bottom edge has an autonomous Markovian evolution with an explicit transition kernel. We then show that, for a special singular initial configuration, the fixed-time law of the bottom edge is a matrix Whittaker measure, which we define. To achieve this, we perform a Laplace approximation that requires solving a constrained minimisation problem for certain energy functions of matrix arguments on directed graphs.

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来源期刊
Probability Theory and Related Fields
Probability Theory and Related Fields 数学-统计学与概率论
CiteScore
3.70
自引率
5.00%
发文量
71
审稿时长
6-12 weeks
期刊介绍: Probability Theory and Related Fields publishes research papers in modern probability theory and its various fields of application. Thus, subjects of interest include: mathematical statistical physics, mathematical statistics, mathematical biology, theoretical computer science, and applications of probability theory to other areas of mathematics such as combinatorics, analysis, ergodic theory and geometry. Survey papers on emerging areas of importance may be considered for publication. The main languages of publication are English, French and German.
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