20 citations · 40 across the 3 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
stat.CO2017★ 2 cited
An Extended Laplace Approximation Method for Bayesian Inference of Self-Exciting Spatial-Temporal Models of Count Data
Nicholas J. Clark, Philip M. Dixon
Self-Exciting models are statistical models of count data where the probability of an event occurring is influenced by the history of the process. In particular, self-exciting spat…
stat.AP2017
Modeling and Estimation for Self-Exciting Spatio-Temporal Models of Terrorist Activity
Nicholas J. Clark, Philip M. Dixon
Spatio-temporal hierarchical modeling is an extremely attractive way to model the spread of crime or terrorism data over a given region, especially when the observations are counts…