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Table 4 Random effect model selection for repeated measure CD4 count and hemoglobin level

From: Predictors for CD4 cell count and hemoglobin level with survival time to default for HIV positive adults under ART treatment at University of Gondar Comprehensive and Specialized Hospital, Ethiopia

Model

Response variable

Random effect model

Null model

Full model

Intercept only model

Intercept and slope model

DIC

DIC

I.

CD4 cell

CD4 cell

–

37,579.69

37,624.62

Hgb level

Hgb level

–

II.

CD4 cell

Hgb level

–

37,341.81

37,850.55

Hgb level

–

CD4 cell

III.

CD4 cell

CD4 cell

–

37,800.62

37,931.88

Hgb level

–

Hgb level

IV.

CD4 cell

–

CD4 cell

37,329.52

37,092.11

Hgb level

–

Hgb level

  1. Bold values indicate better smallest DIC values
  2. CD4 cluster differentiation 4, Hgb hemoglobin, DIC deviance information criteria