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Table 4 Summary of model fit

From: Spatial distribution and determinants of asymptomatic malaria risk among children under 5 years in 24 districts in Burkina Faso

Statistic Null model Full model
Moran I index 0.046 p < 0.001
Posterior mean of the deviance (\(\bar{D}\)) 12,842.07 11,977.19
Effective number of parameters (pD) 22.02 46.00
Deviance information criterion (DIC) 12,864.10 12,023.19
Between district variability of malaria \(\sigma_{u}^{2} + \sigma_{v}^{2}\) 933.99 906.33
Proportion of variance attributed to spatial autocorrelation (ɸ) 0.995 0.994