Table 1.
Estimation Time Comparisons (in Seconds)
| Parameters | Computation Time | Relative Difference (Ratio) |
||||
| N | M | K | D | mvprobit | bvpmvp(…) | |
| 2,000 | 4 | 5 | 10 | 29 | 1 | 29 |
| 20 | 53 | 53 | ||||
| 9 | 10 | 28 | 1 | 28 | ||
| 20 | 54 | 54 | ||||
| 8 | 5 | 10 | 1,219 | 5 | 244 | |
| 20 | 2,041 | 408 | ||||
| 9 | 10 | 1,036 | 8 | 130 | ||
| 20 | 2,044 | 256 | ||||
| 10,000 | 4 | 5 | 10 | 142 | 2 | 71 |
| 20 | 263 | 132 | ||||
| 9 | 10 | 137 | 3 | 46 | ||
| 20 | 258 | 86 | ||||
| 8 | 5 | 10 | 4,628 | 14 | 331 | |
| 20 | 10,469 | 748 | ||||
| 9 | 10 | 4,669 | 19 | 246 | ||
| 20 | 9,833 | 518 | ||||
| 50,000 | 4 | 5 | 10 | 986 | 12 | 82 |
| 20 | 1,937 | 161 | ||||
| 9 | 10 | 995 | 18 | 55 | ||
| 20 | 1,970 | 109 | ||||
| 8 | 5 | 10 | 35,833 | 65 | 551 | |
| 20 | 72,406 | 1114 | ||||
|
9 |
10 | 36,647 | 86 | 426 | ||
| 20 | 73,204 | 851 | ||||
Legend
N: Number of sample observations
M: Number of outcomes
K: Number of covariates (including constant term)
D: Number of draws for mvprobit
Note: Stata’s matsize parameter is set at 600 for all specifications.