Nonparametric estimation of the cumulative intensity function for a nonhomogeneous Poisson process

Nonparametric estimation of the cumulative intensity function for a nonhomogeneous Poisson process

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Article ID: iaor1992387
Country: United States
Volume: 37
Start Page Number: 45
End Page Number: 63
Publication Date: Jul 1991
Journal: Management Science
Authors:
Keywords: simulation, statistics: empirical, statistics: inference
Abstract:

A nonparametric technique for estimating the cumulative intensity function of a nonhomogeneous Poisson process from one or more realizations is developed. This technqiue does not require any arbitrary parameters from the modeler, and the estimated cumulative intensity function can be used to generate a point process for Monte Carlo simulation by inversion. Three examples are given.

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