Table 2.
Multiple regression results of four models using zero inflated Binomial adjusting for spatiotemporal random effects.
| Variable | Non-spatial multiple variable model, adjusted OR (95% credible interval) | Temporal multiple variable model, adjusted OR (95% credible interval) | Spatial multiple variable mode, adjusted OR (95% credible interval) | Spatiotemporal multiple variable model, adjusted OR (95% credible interval) |
|---|---|---|---|---|
| Sex | ||||
| Male | ||||
| Female | ||||
| Birth weight category | ||||
| Low weight | 1.00 | 1.00 | 1.00 | 1.00 |
| Moderate weight | 0.70*(0.52;0.92) | 0.86(0.62;1.20) | 0.70*(0.52;0.93) | 0.005*(0.003;0.07) |
| High weight | 0.62*(0.46;0.83) | 0.67*(0.48;0.95) | 0.63*(0.47;0.85) | 0.05*(0.007;0.04) |
| Age category | ||||
| 0–1 years | 1.00 | 1.00 | 1.00 | 1.00 |
| 1–5 years | 0.07*(0.05;0.09) | 0.05*(0.04;90.07) | 0.07*(0.06;0.09) | 0.18*(0.14;0.22) |
| 5–9 years | 0.006*(0.004;0.008) | 0.005*(0.003;0.95) | 0.006*(0.004;0.008) | 0.04*(0.03;0.05) |
| Slum (electricity, water and toilet) | ||||
| None of the three | 1.00 | 1.00 | ||
| At least one | 0.77(0.60;1.01) | 0.76*(0.58;0.99) | ||
| At least two | 0.71*(0.54;0.95) | 0.69*(0.52;0.93) | ||
| All three | 0.52*(0.34;0.81) | 0.51*(0.32;0.78) | ||
| Antenatal clinic visits | 0.94*(0.92;0.96) | 0.97*(0.95;0.98) | 0.94*(0.93;0.96) | |
| Zero inflation parameter | 0.22*(0.042;0.66) | 0.43*(0.19;0.79) | 0.15*(0.031;0.45) | 0.42*(0.18;0.67) |
| Precision for year | 0.78*(0.17;1.96) | 0.80*(0.20;1.93 | ||
| Rho for year | 0.87*(0.67;0.97) | 0.87*(0.69;0.97) | ||
| Kappa | 1.98*(1.14;3.55) | 1.54*(1.41;1.62) | ||
| Tau | 1.37*(0.27;2.54) | 2.23*(1.22;6.91) | ||
| Moran's Indexes: Observed(Expected ± standard deviation) | 0.30*(2.1 ± 3.33 × 10−3) | |||
| Effective number of parameters | 11.10(0.080) | 24.58(1.03) | 22.97(5.09) | 31.12(5.18) |
| DIC | 5179.43 | 4754.60 | 5180.50 | 4803.93 |
*
Statistical significance at the 5% level.