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Table 1 Model comparison based on goodness-of-fit statistics

From: Treatment-seeking behaviour in low- and middle-income countries estimated using a Bayesian model

Model

DIC

PD

Inverse log likelihood

Number of chains

M1a

3615.9

2178.9

−0.001

3

M2a

3685.1

2256.1

−0.001

3

M3

5098.7

3693.1

−0.001

3

M4

23874.1

22754.0

−0.002

3

  1. DIC is the deviance information criterion while PD is the model complexity (number of model parameters)
  2. aModel 1 and model 2 only differ in prior specification for the b parameter