Table 2.
Coefficients | Non-Spatial Model | Spatial Model | Spatial Model + Non-structured random effects | Spatial-seasonal model |
Age | ||||
< = 1 year old | 0.49 (0.22,0.73) | 0.49 (0.22, 0.76) | 0.49 (0.24, 0.77) | 0.49 (0.24, 0.75) |
(1 and 5 years) | 0.59 (0.35, 0.75) | 0.59 (0.35, 0.85) | 0.56 (0.35, 0.86) | 0.60 (0.34, 0.86) |
Over 5 years | baseline | baseline | baseline | baseline |
Season | ||||
Wet | 0.10 (-0.26, 0.45) | 0.07 (-0.30, 0.42) | 0.06 (-0.31, 0.42) | 0.29 (-0.13, 0.73) |
Dry | baseline | baseline | baseline | baseline |
Period | ||||
First | -0.39 (-0.71, -0.07) | -0.37 (-0.69, -0.05) | -0.37 (-0.70, -0.04) | -0.35 (-0.66, -0.02) |
Second | -0.03 (-0.40, 0.33) | -0.04 (-0.42, 0.33) | -0.04 (-0.41, 0.32) | -0.03 (-0.42, 0.35) |
Third | baseline | baseline | baseline | baseline |
Season × Period | ||||
Wet & Second | 0.49 (0.02, 0.98) | 0.49 (0.03,0.96) | 0.49 (0.03, 0.98) | 0.462 (-0.02, 0.94) |
Wet & Second | 0.76 (0.30, 1.25) | 0.82 (0.33, 1.32) | 0.82 (0.35, 1.30) | 0.792 (0.32, 1.28) |
Random effects | ||||
Spatial variation | - | 1.29 (0.68, 0.93) | 1.26 (0.97, 1.59) | 1.67 (1.18, 2.28)1 |
1.22 (0.93, 1.57)2 | ||||
Non-structured variation | - | - | 0.18 (0.06,0.39) | - |
DIC3 | 2333.65 | 2060.16 | 2061.59 | 2070.090 |
1spatial variance for the dry season, 2 spatial variance for the wet season, 3 DIC: Deviance Information Criterion. The smaller DIC value indicates a better fitting model. Credibility intervals at 95% in brackets