From: Characterizing financial markets from the event driven perspective
Model
Pred. log likelihood
Market data
Market data with news
Standard Hawkes
1.32
1.25
Network Hawkes (Erdős-Renyi)
1.28
1.20
Network Hawkes (latent distance)
1.30
1.18