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Table 2 Random effect and model comparison

From: Childhood wasting and associated factors in Africa: evidence from standard demographic and health surveys from 35 countries

Parameter

Model 0

Model I

Model II

Model III

Random effect

Variance

0.36012 (p-value < 0.0001)

0.0357

0.2662

0.0341

ICC

9.87% (8.18, 11.85)

1.07% (0.668, 1.72)

7.49% (5.92, 9.43)

1.03% (0.63, 1.67)

MOR

1.76

1.20

1.63

1.19

PCV

Reference

90.08%

26.08%

90.53%

Model comparison

LLR

-57989.50

-23018.24

-46608.04

-22803.01

Deviance

115,979.00

46,036.48

93,216.08

45,606.02

  1. ICC: Intra-class correlation, MOR: Median odds ratio, PCV: Proportional change in variation