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Table 4 WAIC when multiple fixed effect candidate 2 are included in the basic model

From: Establishment of a new initial dose plan for vancomycin using the generalized linear mixed model

Fixed effect candidate 2 (medical data)

WAIC

None (Basic model)

258.42

BUN/adjusted SCr and BUN

254.94

BUN/adjusted SCr and SCr adjusted amount

253.45a

BUN/adjusted SCr and Age

256.26

BUN and SCr adjusted amount

254.33

BUN and Age

256.05

SCr adjusted amount and Age

256.03

BUN/adjusted SCr and BUN and SCr adjusted amount

254.58

BUN/adjusted SCr and BUN and Age

256.83

BUN/adjusted SCr and SCr adjusted amount and Age

255.25

BUN and SCr adjusted amount and Age

256.14

BUN/adjusted SCr and BUN and SCr adjusted amount and Age

256.56

  1. aLowest WAIC above. Lower WAIC indicates decreased predictive error in the model
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Theoretical Biology and Medical Modelling

ISSN: 1742-4682