117 citations · 522 across the 22 of their papers we have counts for
4 papers · 2 filters
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…
Bayesian emulation for optimization in multi-step portfolio decisions
Kaoru Irie, Mike West
We discuss the Bayesian emulation approach to computational solution of multi-step portfolio studies in financial time series. "Bayesian emulation for decisions" involves mapping t…
Bayesian analysis of immune response dynamics with sparse time series data
Fernando V. Bonassi, Cliburn Chan, Mike West
In vaccine development, the temporal profiles of relative abundance of subtypes of immune cells (T-cells) is key to understanding vaccine efficacy. Complex and expensive experiment…
Dynamic Bayesian Predictive Synthesis in Time Series Forecasting
Kenichiro McAlinn, Mike West
We discuss model and forecast combination in time series forecasting. A foundational Bayesian perspective based on agent opinion analysis theory defines a new framework for density…