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Table 5 Random effect and model fitness for the assessment of inadequate Minimum Dietary Diversity among children in Ethiopia, 2019 (n = 1578)

From: Spatial variation and determinates of dietary diversity among children aged 6–23 months in Ethiopia: spatial and multilevel analysis using Ethiopian Demography Health Survey (EDHS) 2019

Parameter Null model Model 1 Model 2 Model 3
ICC 45.56 45.38 44.93 40.07
MOR 4.84(3.43,7.49) 4.81(3.44,7.38) 4.74(3.35,7.41) 4.09(2.99,6.09)
PCV Reference 18.8% 20.12% 27%
Model comparison
 Log likelihood -525.97 -466.26 -505.06 -457.12
 Deviance 105,194.69 93,251.69 101,012.72 91.424.71
  1. ICC Intra-Cluster Correlation, MOR Median Odds Ratio, PCV Proportional Change in Variance