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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