Graphical Modeling for Multivariate Hawkes Processes with Nonparametric Link Functions

Keyphrases

• Nonparametric 100%
• Link Function 100%
• Multivariate Hawkes Process 100%
• Graphical Modeling 100%
• Function-based 33%
• Nonparametric Estimator 33%
• Discretized 33%
• Granger Causality 33%
• Spinal Dorsal Horn 33%
• Neural Spike Trains 33%
• Point Process 33%
• Mutually Exciting Processes 33%
• Point Process Model 33%
• Structures in Data 33%
• Multivariate Point Process 33%
• Autoregression 33%
• Spike Train Data 33%
• Causal Structure 33%
• Infinite Order 33%

Mathematics

• Point Process 100%
• Hawkes Processes 100%
• Autoregression 50%
• Infinite Order 50%
• Causal Structure 50%
• Simulated Data 50%
• Spike Train 50%

INIS

• data 100%
• modeling 100%
• multivariate analysis 100%
• rats 33%
• simulation 33%
• trains 33%
• causality 33%