44 citations · 81 across the 6 of their papers we have counts for
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stat.ME2018★ 13 cited
Bayesian Dynamic Modeling and Monitoring of Network Flows
Xi Chen, David Banks, Mike West
In the context of a motivating study of dynamic network flow data on a large-scale e-commerce web site, we develop Bayesian models for on-line/sequential analysis for monitoring an…
stat.ME2016★ 44 cited
Scalable Bayesian modeling, monitoring and analysis of dynamic network flow data
Xi Chen, Kaoru Irie, David Banks +3
Traffic flow count data in networks arise in many applications, such as automobile or aviation transportation, certain directed social network contexts, and Internet studies. Using…