20 citations · 45 across the 5 of their papers we have counts for
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stat.CO2018★ 7 cited
Simulating Markov random fields with a conclique-based Gibbs sampler
Andee Kaplan, Mark S. Kaiser, Soumendra N. Lahiri +1
For spatial and network data, we consider models formed from a Markov random field (MRF) structure and the specification of a conditional distribution for each observation. Fast si…
stat.AP2018★ 20 cited
A Class of Spatially Correlated Self-Exciting Models
Nicholas J Clark, Philip M. Dixon
The statistical modeling of multivariate count data observed on a space-time lattice has generally focused on using a hierarchical modeling approach where space-time correlation st…