22 July 1997 Detection of signals modeled by interaction point processes using a Poisson approximation
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Abstract
The performance of the likelihood ratio test is considered for point processes with piecewise constant interaction functions, and point processes featuring a reduced number of isolated-points. A Poisson approximation of the sufficient statistics is used to evaluate the performance. The approximations are compared with empirical results generated using Markov chain Monte Carlo simulation.
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Majeed M. Hayat, Majeed M. Hayat, John A. Gubner, John A. Gubner, Wei-Bin Chang, Wei-Bin Chang, "Detection of signals modeled by interaction point processes using a Poisson approximation", Proc. SPIE 3079, Detection and Remediation Technologies for Mines and Minelike Targets II, (22 July 1997); doi: 10.1117/12.280881; https://doi.org/10.1117/12.280881
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