Scalable Bayesian inference for self-excitatory stochastic processes applied to big American gunfire data

Andrew J. Holbrook, Charles E. Loeffler, Seth R. Flaxman +1

The Hawkes process and its extensions effectively model self-excitatory phenomena including earthquakes, viral pandemics, financial transactions, neural spike trains and the spread…