... Markov-modulated Poisson processes. Computational Statis-tics and Data Analysis, 21:431–447, 1996.A. Simma. Modeling Events in Time using Cascades of Poisson Processes. PhD thesis, University of Cal-ifornia, ... Intelligence (UAI), 2009. Modeling Events with Cascades of Poisson Processes Aleksandr SimmaEECS DepartmentUniversity of California, Berkeleyalex@asimma.comMichael I. JordanDepts. of EECS and StatisticsUniversity ... framework of Ogata [1988], which involvesa model similar to ours that is applied to earthquakeprediction.2 Modeling Events with Poisson andCox Processes Our representation of collections of events...