Table 7 Model performance metrics for maximum temperature (\(^\circ\)C) and total rainfall (mm) across different blocks.
From: A systematic approach to modeling monthly maximum temperature and total rainfall in Kenya
Models | Blocks | Maximum temperature | Total rainfall | ||||||
|---|---|---|---|---|---|---|---|---|---|
LogLikelihood | AIC | BIC | n | LogLikelihood | AIC | BIC | n | ||
1 | Annual | − 84.807 | 175.613 | 182.485 | 73 | − 374.640 | 755.281 | 762.152 | 73 |
2 | Quarterly | − 456.207 | 918.413 | 929.444 | 292 | − 1519.203 | 3044.407 | 3055.437 | 292 |
3 | Monthly | − 1446.151 | 2898.303 | 2912.629 | 876 | − 4353.937 | 8713.874 | 8728.200 | 876 |
4 | 5-Year | − 13.415 | 32.830 | 34.747 | 14 | − 70.493 | 146.985 | 148.902 | 14 |
5 | 10-Year | − 6.223 | 18.446 | 18.284 | 7 | − 34.203 | 74.406 | 74.244 | 7 |
6 | 12-Month moving average | − 1420.455 | 2846.911 | 2861.199 | 865 | − 4295.304 | 8596.607 | 8610.895 | 865 |
7 | Event-based | − 5.382 | 16.764 | 21.977 | 42 | − 195.366 | 396.732 | 402.085 | 44 |
8 | Semi-annual | − 210.050 | 426.100 | 435.051 | 146 | − 758.480 | 1522.961 | 1531.911 | 146 |
9 | Seasons | − 480.508 | 967.016 | 978.046 | 292 | − 1507.363 | 3020.726 | 3031.756 | 292 |
