Empirical polygon simulation and central limit theorems for the homogenous Poisson line process

被引:1
|
作者
Michel, Julien
Paroux, Katy
机构
[1] Ecole Normale Super Lyon, UMR 5669, Unite Math Pures & Appl, F-69364 Lyon 07, France
[2] Univ Franche Comte, Lab Math Besancon, UMR 6623, F-25030 Besancon, France
关键词
Poisson line process; central limit theorem; simulation;
D O I
10.1007/s11009-006-9009-z
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
For the Poisson line process the empirical polygon is defined thanks to ergodicity and laws of large numbers for some characteristics, such as the number of edges, the perimeter, the area, etc... One also has, still thanks to the ergodicity of the Poisson line process, a canonical relation between this empirical polygon and the polygon containing a given point. The aim of this paper is to provide numerical simulations for both methods: in a previous paper (Paroux, Advances in Applied Probability, 30:640-656, 1998) one of the authors proved central limit theorems for some geometrical quantities associated with this empirical Poisson polygon, we provide numerical simulations for this phenomenon which generates billions of polygons at a small computational cost. We also give another direct simulation of the polygon containing the origin, which enables us to give further values for empirical moments of some geometrical quantities than the ones that were known or computed in the litterature.
引用
收藏
页码:541 / 556
页数:16
相关论文
共 50 条
  • [1] Empirical Polygon Simulation and Central Limit Theorems for the Homogenous Poisson Line Process
    Julien Michel
    Katy Paroux
    [J]. Methodology and Computing in Applied Probability, 2007, 9 : 541 - 556
  • [2] Some central limit theorems for poisson line processes in the plane
    Paroux, K
    [J]. ADVANCES IN APPLIED PROBABILITY, 1998, 30 (03) : 640 - 656
  • [3] A few central limit theorems for Poisson line processes in the plane
    Paroux, K
    [J]. COMPTES RENDUS DE L ACADEMIE DES SCIENCES SERIE I-MATHEMATIQUE, 1997, 324 (04): : 465 - 469
  • [4] Central limit theorems for double Poisson integrals
    Peccati, Giovanni
    Taqqu, Murad S.
    [J]. BERNOULLI, 2008, 14 (03) : 791 - 821
  • [5] Central limit theorems for Poisson hyperplane tessellations
    Heinrich, Lothar
    Schmidt, Hendrik
    Schimidt, Volker
    [J]. ANNALS OF APPLIED PROBABILITY, 2006, 16 (02): : 919 - 950
  • [6] LIMIT THEOREMS FOR THE FRACTIONAL NONHOMOGENEOUS POISSON PROCESS
    Leonenko, Nikolai
    Scalas, Enrico
    TRlNH, Mailan
    [J]. JOURNAL OF APPLIED PROBABILITY, 2019, 56 (01) : 246 - 264
  • [7] EMPIRICAL AND POISSON PROCESSES ON CLASSES OF SETS OR FUNCTIONS TOO LARGE FOR CENTRAL LIMIT-THEOREMS
    DUDLEY, RM
    [J]. ZEITSCHRIFT FUR WAHRSCHEINLICHKEITSTHEORIE UND VERWANDTE GEBIETE, 1982, 61 (03): : 355 - 368
  • [8] CENTRAL LIMIT-THEOREMS FOR EMPIRICAL MEASURES
    DUDLEY, RM
    [J]. ANNALS OF PROBABILITY, 1978, 6 (06): : 899 - 929
  • [9] Poisson limit theorems for the Robinson-Schensted correspondence and for the multi-line Hammersley process
    Marciniak, Mikolaj
    Maslanka, Lukasz
    Sniady, Piotr
    [J]. ADVANCES IN APPLIED MATHEMATICS, 2023, 145
  • [10] MOMENTS AND CENTRAL LIMIT THEOREMS FOR SOME MULTIVARIATE POISSON FUNCTIONALS
    Last, Guenter
    Penrose, Mathew D.
    Schulte, Matthias
    Thaele, Christoph
    [J]. ADVANCES IN APPLIED PROBABILITY, 2014, 46 (02) : 348 - 364