{"title":"Intersections of Poisson k-flats in hyperbolic space: Completing the picture","authors":"Tillmann Bühler, Daniel Hug","doi":"10.1016/j.spa.2025.104613","DOIUrl":null,"url":null,"abstract":"<div><div>Let <span><math><mi>η</mi></math></span> be an isometry invariant Poisson process of <span><math><mi>k</mi></math></span>-flats, <span><math><mrow><mn>0</mn><mo>≤</mo><mi>k</mi><mo>≤</mo><mi>d</mi><mo>−</mo><mn>1</mn></mrow></math></span>, in <span><math><mi>d</mi></math></span>-dimensional hyperbolic space. For <span><math><mrow><mi>d</mi><mo>−</mo><mi>m</mi><mrow><mo>(</mo><mi>d</mi><mo>−</mo><mi>k</mi><mo>)</mo></mrow><mo>≥</mo><mn>0</mn></mrow></math></span>, the <span><math><mi>m</mi></math></span>-th order intersection process of <span><math><mi>η</mi></math></span> consists of all nonempty intersections of distinct flats <span><math><mrow><msub><mrow><mi>E</mi></mrow><mrow><mn>1</mn></mrow></msub><mo>,</mo><mo>…</mo><mo>,</mo><msub><mrow><mi>E</mi></mrow><mrow><mi>m</mi></mrow></msub><mo>∈</mo><mi>η</mi></mrow></math></span>. Of particular interest is the total volume <span><math><msubsup><mrow><mi>F</mi></mrow><mrow><mi>r</mi></mrow><mrow><mrow><mo>(</mo><mi>m</mi><mo>)</mo></mrow></mrow></msubsup></math></span> of this intersection process in a ball of radius <span><math><mi>r</mi></math></span>. For <span><math><mrow><mn>2</mn><mi>k</mi><mo>></mo><mi>d</mi><mo>+</mo><mn>1</mn></mrow></math></span>, we determine the asymptotic distribution of <span><math><msubsup><mrow><mi>F</mi></mrow><mrow><mi>r</mi></mrow><mrow><mrow><mo>(</mo><mi>m</mi><mo>)</mo></mrow></mrow></msubsup></math></span>, as <span><math><mrow><mi>r</mi><mo>→</mo><mi>∞</mi></mrow></math></span>, previously known only for <span><math><mrow><mi>m</mi><mo>=</mo><mn>1</mn></mrow></math></span>, and derive rates of convergence in the Kolmogorov distance. Properties of the non-Gaussian limit distribution are discussed. We further study the asymptotic covariance matrix of the vector <span><math><msup><mrow><mrow><mo>(</mo><msubsup><mrow><mi>F</mi></mrow><mrow><mi>r</mi></mrow><mrow><mrow><mo>(</mo><mn>1</mn><mo>)</mo></mrow></mrow></msubsup><mo>,</mo><mo>…</mo><mo>,</mo><msubsup><mrow><mi>F</mi></mrow><mrow><mi>r</mi></mrow><mrow><mrow><mo>(</mo><mi>m</mi><mo>)</mo></mrow></mrow></msubsup><mo>)</mo></mrow></mrow><mrow><mo>⊤</mo></mrow></msup></math></span>.</div></div>","PeriodicalId":51160,"journal":{"name":"Stochastic Processes and their Applications","volume":"185 ","pages":"Article 104613"},"PeriodicalIF":1.1000,"publicationDate":"2025-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Stochastic Processes and their Applications","FirstCategoryId":"100","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0304414925000547","RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"STATISTICS & PROBABILITY","Score":null,"Total":0}
引用次数: 0
Abstract
Let be an isometry invariant Poisson process of -flats, , in -dimensional hyperbolic space. For , the -th order intersection process of consists of all nonempty intersections of distinct flats . Of particular interest is the total volume of this intersection process in a ball of radius . For , we determine the asymptotic distribution of , as , previously known only for , and derive rates of convergence in the Kolmogorov distance. Properties of the non-Gaussian limit distribution are discussed. We further study the asymptotic covariance matrix of the vector .
期刊介绍:
Stochastic Processes and their Applications publishes papers on the theory and applications of stochastic processes. It is concerned with concepts and techniques, and is oriented towards a broad spectrum of mathematical, scientific and engineering interests.
Characterization, structural properties, inference and control of stochastic processes are covered. The journal is exacting and scholarly in its standards. Every effort is made to promote innovation, vitality, and communication between disciplines. All papers are refereed.