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Next-event delay time prediction on MBTA delay times

0.67Next-event RMSEHawkes Point Process model
0.63650.653250.670.68675Dec 2, 2025

Evaluation results

MethodLinks
Hawkes Point Process modelmu_hat (baseline rate)=0.438, alpha_hat (triggering magnitude)=1.884, beta_hat (decay rate)=2.087, n_hat (branching ratio)=0.90, tau_1/2 (half-life)=0.33 h2025.120.67