Table 5.
Average time elapsed (in seconds) to run each of the considered methods across the 50 data sets of size 1100 simulated from each generating component distribution. The first row shows the number of parameters (q) estimated per method, and the last row is the average run time across all scenarios
| Considered method | |||||
|---|---|---|---|---|---|
| Generating Distribution | MPTMSCN | MMTMSCN | MCN | MMSCN | MPTCN |
| q | 47 | 47 | 31 | 39 | 39 |
| PTMSCN | 1108.29 | 211.01 | 2.08 | 119.94 | 287.42 |
| MTMSCN | 329.46 | 109.13 | 0.52 | 195.99 | 163.23 |
| CN | 291.49 | 99.44 | 0.51 | 174.92 | 136.28 |
| MSCN | 304.52 | 109.79 | 0.51 | 175.29 | 118.99 |
| PTCN | 156.76 | 73.71 | 0.45 | 194.29 | 72.97 |
| GHD/MSGHD | 210.64 | 98.33 | 0.49 | 191.73 | 68.77 |
| NOT | 237.55 | 107.08 | 0.50 | 198.17 | 60.36 |
| NTO | 204.13 | 106.87 | 0.51 | 187.34 | 49.02 |
| Average elapsed time | 303.92 | 102.42 | 0.60 | 280.79 | 116.19 |