Abstract
The probability generating functional (p. g. fl. ) of a non-homogeneous Poisson cluster process is characterized in L. P. Ammann and P. F. Thall via a decomposition of the KLM measure of the process. This p. g. fl. representation is utilized to show that the family D of Poisson cluster processes with a. s. finite clusters is invariant under a class of cluster transformations. Explicit expressions for the finite-dimensional count distributions, product moment measures, and the distribution of clusters are derived in terms of the KLM measure. It is also shown that an element of D has no multiple events if the points of each cluster are a. s. distinct.
Original language | English (US) |
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Pages (from-to) | 261-273 |
Number of pages | 13 |
Journal | Journal of Applied Probability |
Volume | 16 |
Issue number | 2 |
DOIs | |
State | Published - 1979 |
ASJC Scopus subject areas
- Statistics and Probability
- General Mathematics
- Statistics, Probability and Uncertainty