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Table 8 Random intercept variances and model fit statistics comparison of three-level mixed effect logistic regression model, analysis from the 2016 EDHS, (weighted n = 12,125)

From: Using household survey data to explore the effects of the domiciliary environment on weight at birth: a multilevel mixed-effects analysis of the 2016 Ethiopian Demographic Health Survey

Measures

Null Model (Model 1)

Model-II

Model-III

Model-IV

Model V

Random effects

 ICC

0.17

0.25

0.162

0.165

0.173

 PCV

Ref

0.80

0.89

0.84

0.90

 MOR

1.62

1.64

1.60

1.58

1.60

 AIC

1149.63

1148.311

1150.552

1147.164

1125.108

 BIC

1160.489

1186.204

1188.446

1174.231

1155.482

Model fitness

 Deviance

1144.26

1134.3

1136.55

1137.1641

1129.10

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BMC Pregnancy and Childbirth

ISSN: 1471-2393

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