Table 1:
Average and standard errors (in parentheses) of run time estimates for upper hinge linear model from 103 Monte Carlo replicates. For each dataset, 103 bootstrap replicates were performed to obtain confidence intervals. The design matrix Xe is of dimension 1000 × p.
p | Fong (2018) | Proposed | ratio |
---|---|---|---|
| |||
3 | 1.3 (0.0095) | 0.88 (0.011) | 1.5 |
12 | 8.2 (0.07) | 3.2 (0.031) | 2.5 |
52 | 250 (1.3) | 25 (0.2) | 9.9 |
252 | 20000 (74) | 340 (1.4) | 59 |
502 | 1400 (4.6) |