Table 3. Mean squared error of near-term forecasts.
ILIp was generated with ILIp alone and ILIp+GFT by appending corrected GFT to ILIp. The lower error in each row is underscored. P-values from a paired Wilcoxon signed rank test that the median of error in ILIp forecasts are greater than the median of errors in ILIp+GFT forecasts are also shown; cases where p > .05 are denoted by an asterisk (*).
ILIp | ILIp + GFT | p | |
---|---|---|---|
Overall | 0.761 | 0.605 | < .001 |
1 week ahead | 0.327 | 0.294 | .01 |
2 week ahead | 0.611 | 0.459 | < .001 |
3 week ahead | 0.907 | 0.700 | < .001 |
4 week ahead | 1.199 | 0.968 | < .001 |
National | 0.452 | 0.367 | < .001 |
Region 1 | 0.248 | 0.221 | < .001 |
Region 2 | 0.605 | 0.503 | .01 |
Region 3* | 0.857 | 0.764 | .25 |
Region 4 | 0.969 | 0.685 | .03 |
Region 5* | 0.526 | 0.582 | .67 |
Region 6 | 1.554 | 1.233 | < .001 |
Region 7 | 1.013 | 0.810 | < .001 |
Region 8 | 0.445 | 0.316 | < .001 |
Region 9 | 1.149 | 0.608 | < .001 |
Region 10* | 0.553 | 0.568 | .76 |
2010/11 | 0.747 | 0.549 | < .001 |
2011/12 | 0.268 | 0.229 | < .001 |
2012/13* | 1.035 | 0.866 | .24 |
2013/14 | 0.643 | 0.549 | < .001 |
2014/15 | 1.091 | 0.819 | < .001 |