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. Author manuscript; available in PMC: 2016 Jul 25.
Published in final edited form as: Stat Med. 2015 Nov 3;35(11):1848–1865. doi: 10.1002/sim.6785

Table 1.

The model is fitted to the simulated observations up until T⋆, and predictions are made for q = 1 and q = 2 weeks ahead. For each T* and q, the mean squared error of prediction (MSEP) is reported for the Type I–IV models, with the smallest MSEP indicated in bold.

q = 1 q = 2
T⋆ Type I Type II Type III Type IV Type I Type II Type III Type IV
6 857 683 911 687 504 804 527 819
7 153 36 142 43 135 44 107 67
8 115 35 73 45 128 44 83 61
9 135 26 90 39 134 42 96 64
10 134 31 100 46 197 45 173 67
11 260 30 247 36 675 74 694 107
12 1088 71 1144 75 1649 91 1729 78
13 2209 781 2311 663 2688 6433 2823 5449
14 3170 395 3331 443 3086 2140 3263 2364
15 2998 336 3188 364 2619 1253 2820 1346
16 2237 201 2444 210 2578 473 2808 503
17 2918 82 3163 85 4258 149 4535 141
18 5595 193 5895 198 7501 1391 7831 1510
19 9411 361 9756 331 10917 2314 11275 2166
20 12424 426 12779 435 11451 2757 11792 2825
21 10474 784 10793 799 8845 2477 9131 2526
22 7216 173 7460 167 5582 471 5793 458
23 3954 120 4125 122 - - - -