Table 2.
MAEs of the models estimated with an expanding window for successive nowcasting horizons between 2000Q2 and 2018Q4
| RW | 2FLM | 20FLM | BDT | RF | GBM | |
|---|---|---|---|---|---|---|
| First prediction | 0.446 | 0.558 | 0.376 | 0.367 | 0.363 | 0.391 |
| Second prediction | 0.489 | 0.566 | 0.366 | 0.356 | 0.352 | 0.374 |
| Third prediction | 0.499 | 0.545 | 0.367 | 0.343 | 0.342 | 0.363 |
| Fourth prediction | 0.389 | 0.475 | 0.348 | 0.321 | 0.322 | 0.333 |
| Fifth prediction | 0.392 | 0.425 | 0.320 | 0.287 | 0.284 | 0.303 |
| Sixth prediction | 0.405 | 0.379 | 0.287 | 0.269 | 0.268 | 0.286 |
| Average | 0.437 | 0.491 | 0.344 | 0.324 | 0.322 | 0.342 |
For abbreviations see Table 1