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Activity Number:
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1
- Invited E-Poster Session
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Type:
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Invited
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Date/Time:
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Sunday, August 2, 2020 : 12:30 PM to 3:30 PM
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Sponsor:
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Section on Bayesian Statistical Science
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Abstract #313074
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Title:
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Estimation of the Intensity Function of an Inhomogeneous Poisson Process with a Change-Point
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Author(s):
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Brendan Murphy* and Tin Lok James Ng
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Companies:
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University College Dublin and University of Wollongong
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Keywords:
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Poisson Process;
Change-point;
Bayesian;
Terrorist Attacks;
Intensity Function;
MCMC
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Abstract:
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We study the problem of estimating the intensity function of an inhomogeneous Poisson process with a change?point using non?parametric Bayesian methods. A Markov Chain Monte Carlo (MCMC) algorithm is proposed to obtain estimates of the intensity function and the change?point. The approach is used to model terrorist attacks in a number of countries over time.
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Authors who are presenting talks have a * after their name.
