• Title of article

    Empirical distributions in marked point processes

  • Author/Authors

    Pawlas، نويسنده , , Zbyn?k، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2009
  • Pages
    16
  • From page
    4194
  • To page
    4209
  • Abstract
    We study the asymptotic behaviour of the empirical distribution function derived from a stationary marked point process when a convex sampling window is expanding without bounds in all directions. We consider a random field model which assumes that the marks and the points are independent and admits dependencies between the marks. The main result is the weak convergence of the empirical process under strong mixing conditions on both independent components of the model. Applying an approximation principle weak convergence can be also shown for appropriately weighted empirical process defined from a stationary d-dimensional germ-grain process with dependent grains.
  • Keywords
    Empirical process , Geostatistical marking , Germ-grain process , marked point process , Random field , strong mixing
  • Journal title
    Stochastic Processes and their Applications
  • Serial Year
    2009
  • Journal title
    Stochastic Processes and their Applications
  • Record number

    1578230