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- Title
Statistical Inference for Transformation Inhomogeneous Point Processes.
- Authors
Nielsen, Linda Stougaard; Jensen, Eva B. Vedel
- Abstract
Statistical inference for exponential inhomogeneous Markov point processes by transformation is discussed. It is argued that the inhomogeneity parameter can be estimated, using a partial likelihood based on an inhomogeneous Poisson point process. The inhomogeneity parameter can thereby be estimated without taking the interaction into account, which simplifies the statistical analysis considerably. Data analysis and simulation experiments support the results.
- Subjects
MATHEMATICAL statistics; MARKOV processes; POINT processes; MATHEMATICAL transformations; MATHEMATICS; STATISTICS
- Publication
Scandinavian Journal of Statistics, 2004, Vol 31, Issue 1, p131
- ISSN
0303-6898
- Publication type
Article
- DOI
10.1111/j.1467-9469.2004.00377.x