Poisson limits for a clustering model of strauss
- 1 June 1977
- journal article
- research article
- Published by Cambridge University Press (CUP) in Journal of Applied Probability
- Vol. 14 (04) , 776-784
- https://doi.org/10.1017/s0021900200105303
Abstract
In this article we present a limiting result for the random variable Yn (r) which arises in a clustering model of Strauss (1975). The result is that under some sparseness-of-points conditions the process {Yn (r): 0 ≦ r ≦ r ∞} converges weakly to a non-homogeneous Poisson process {Y(r): 0 ≦ r ≦ r ∞} when n → ∞. Simulation results are given to indicate the accuracy of the approximation when n is moderate and applications of the limiting result to tests for clustering are discussed.Keywords
This publication has 2 references indexed in Scilit:
- A model for clusteringBiometrika, 1975
- The Supremum and Infimum of the Poisson ProcessThe Annals of Mathematical Statistics, 1959