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6 results for CARMA(p

Introduces a new Hawkes model with CARMA(p,q) intensity to better model dependence structures.

problem Modeling dependence structures in time series data with realistic autocorrelation functions.
method Develops a Hawkes process with CARMA(p,q) intensity to capture more complex dependencies.
result The CARMA(p,q)-Hawkes model can reproduce more realistic dependence structures and is stationary and positive.