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. 2020 Jul 27;14(7):e0008434. doi: 10.1371/journal.pntd.0008434

Table 2. Comparison of AIC and BIC model selection criteria.

AIC BIC
5-day-ahead 15-day-ahead 5-day-ahead 15-day-ahead
Pearson’s correlation 2014 M1 model 0.93 0.76 0.93 0.76
2014 M2 model 0.93 0.79 0.93 0.79
2015 M1 model 0.94 0.74 0.93 0.73
2015 M2 model 0.94 0.76 0.94 0.76
MAE 2014 M1 model 16.9 33.1 17.0 33.1
2014 M2 model 16.3 31.3 16.2 31.4
2015 M1 model 22.7 52.5 22.9 52.7
2015 M2 model 22.0 49.1 22.2 49.2
RMSE 2014 M1 model 23.0 44.3 22.9 44.3
2014 M2 model 22.3 40.6 22.3 40.6
2015 M1 model 36.5 77.0 36.0 76.1
2015 M2 model 34.6 70.3 34.5 70.3