Optimal filtering for partially observed point processes using trans-dimensional sequential Monte Carlo

Continuous-time marked point processes appear in many areas of science and engineering including queuing theory, seismology, neuroscience and finance. In numerous applications, these point processes are unobserved but actually drive an observation process. Here, we are interested in optimal sequenti...

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Bibliographic Details
Main Authors: Doucet, A, Montesano, L, Jasra, A
Format: Conference item
Published: 2006