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Table 3 Parameters and model fitness test result for multilevel logistic regression analysis

From: Geographic variation in modern contraceptive utilization among women of reproductive age in Mozambique: a multilevel analysis

Parameter

Null model

Model I

Model II

Model III

Variance (SE)

1.24 (0.11)

0.37 (0.06)

0.30 (0.04)

0.20 (0.05)

ICC%

27.45

10.05

8.27

5.75

MOR

2.89

1.78

1.68

1.53

PCV

reference

70.54%

76.15%

83.92%

Model fitness

LLR

-5871.446

-3492.32

-5616.32

-3415.70

Deviance

11,742.89

6,984.64

11,232.65

6,831.40

AIC

11746.89

7028.65

11260.65

6899.40

BIC

11761.21

7177.25

11360.88

7129.05

  1. SE = Standard Error: ICC = Intra-class Correlation Coefficient: MOR: Median Odds Ratio: PCV: Proportional Change in Variance: AIC = Akaike Information Criterion: BIC = Bayesian Information Criterion