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Likelihood functions for multivariate point processes with coincidences.

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1 Author(s)
Solo, V. ; Univ. of New South Wales, Sydney

Existing work on scalar and multivariate point process models assumes a no-simultaneity condition i.e. no more than one event of any kind can occur in a small time interval. But there is now strong interest from a number of fields such as neuro-physiology in being able to construct models that allow simultaneity. Here we construct such models and associated likelihood (ratios) for the first time.

Published in:

Decision and Control, 2007 46th IEEE Conference on

Date of Conference:

12-14 Dec. 2007