Asymptotic gaussianity of some estimators for reduced factorial moment measures and product densities of stationary poisson cluster processes
- 1 January 1988
- journal article
- research article
- Published by Taylor & Francis in Statistics
- Vol. 19 (1) , 77-86
- https://doi.org/10.1080/02331888808802075
Abstract
The main purpose of this paper is to present cer~trai limit tileoreins including functional limit theorems for empirical factorial moment measures and kernel-type product density estimators when the underlying point process is a regular infinitely divisible one.The requied moment conditions are minimal, they are necessary to ensure finite variances of the estimators under consideration. In the special case of a stationary poisson process the obtained results are used to construct a goodness-of-fit test for the function λK(t), 0≤t≤T, denoting the mean number of points within a sphere with radius t around a typical point of the process.Keywords
This publication has 13 references indexed in Scilit:
- Edge-corrected density estimators for point processesStatistics, 1988
- Multitype Markov point processes: some approximationsProceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences, 1984
- Remarks on statistical inference and prediction for a hard-core clustering modelSeries Statistics, 1983
- On inversion formulae forn-fold Palm distributions of point processes in LCS-spacesMathematische Nachrichten, 1982
- Estimation of interaction potentials of spatial point patterns through the maximum likelihood procedureAnnals of the Institute of Statistical Mathematics, 1981
- Spatial StatisticsWiley Series in Probability and Statistics, 1981
- Lokale Energien und Potentiale für PunktprozesseMathematische Nachrichten, 1980
- Bemerkungen zu einer Arbeit von NGUYEN XUAN XANH und HANS ZESSINMathematische Nachrichten, 1979
- The second-order analysis of stationary point processesJournal of Applied Probability, 1976
- Radial Distribution Functions and the Equation of State of Fluids Composed of Molecules Interacting According to the Lennard-Jones PotentialThe Journal of Chemical Physics, 1952