Table 2.
Comparison of summary statistics for data generated from the fitted TPP versus the true data summary statistics. Q90, Q95, Q99 are the 90th, 95th, and 99th quantiles, whereas N is the average number of onsets per observation session.
| Statistic Model | Q90 | Q95 | Q99 | Max | N | Q95/Q90 | Q99/Q95 | Max/Q99 | outlier |
|---|---|---|---|---|---|---|---|---|---|
| Hawkes2ExpPP | 12.69 ± 12.09 | 19.37 ± 16.32 | 30.71 ± 21.21 | 35.99 ± 23.47 | 31.28 ± 44.40 | 1.89 ± 1.63 | 2.35 ± 2.57 | 1.40 ± 1.55 | 0.06 ± 0.24 |
| HawkesPLPP | 13.75 ± 12.53 | 21.14 ± 16.67 | 32.55 ± 21.14 | 37.10 ± 23.19 | 25.56 ± 30.87 | 1.86 ± 1.29 | 2.21 ± 2.45 | 1.24 ± 0.89 | 0.04 ± 0.21 |
| HawkesExpPP | 12.50 ± 12.52 | 19.66 ± 17.21 | 31.26 ± 21.79 | 36.48 ± 23.91 | 28.28 ± 36.39 | 1.91 ± 1.30 | 2.63 ± 3.20 | 1.40 ± 1.85 | 0.06 ± 0.26 |
| True Data | 9.86 ± 10.07 | 14.25 ± 13.01 | 20.49 ± 17.34 | 22.75 ± 18.92 | 29.13 ± 36.15 | 1.57 ± 0.51 | 1.70 ± 1.41 | 1.14 ± 0.26 | 0.01 ± 0.09 |