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Table 2 Model compression and random effect analysis of deworming among preschool children

From: Community and individual level determinants and spatial distribution of deworming among preschool age children in Ethiopia: spatial and multi-level analysis

Parameters Standard logistics regression model Multilevel logistics regression model
Null model Model 2 Model 3 Model 4
Model comparisons
 Log-likelihood − 1876 − 2943 − 1796 − 2904 −1787
 Deviance 3752 5886 3592 5808 3574
Random effects
 Variance 1.45 1.16 1.17 1.15
 ICC 0.31 0.27 0.28 0.26
 MOR 4.22 2.78 2.80 2.76
 PCV Reference 0.20 0.19 0.21
  1. ICC Inter cluster correlation coefficient, MOR Median odds ratio, PCV proportional change in variance, VIF Variance Inflation Factors