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. 2019 Aug 22;47(5):890–913. doi: 10.1080/02664763.2019.1657814

Table 4. Simulation study 2: percentage correct selection when changing the sample size in the Potthoff & Roy data set.

    Minimum value Absolute difference
Scenario Criteria 25 50 75 100 25 50 75 100
I cDIC 67.6 77.0 79.0 80.6 1.0 3.2 7.2 19.0
  mDIC 76.4 83.0 84.2 82.8 52.2 92.6 98.4 99.0
  cPSBF 43.0 40.8 49.4 45.4 0.0 0.4 0.8 0.0
  mPSBF 75.2 83.0 84.4 83.0 83.1 93.0 93.2 96.1
  cWAIC 31.0 39.4 41.4 43.8 0.0 44.8 44.6 40.6
  mWAIC 75.0 82.4 83.8 82.0 56.2 92.8 98.8 98.8
II cDIC 53.8 50.8 47.4 41.0 89.6 87.2 87.2 84.8
  mDIC 85.0 83.6 86.2 83.8 99.2 99.6 99.2 99.4
  cPSBF 47.6 44.8 47.8 53.0 65.2 65.8 66.2 65.8
  mPSBF 85.6 84.2 86.0 83.0 90.2 97.6 97.6 97.9
  cWAIC 36.8 34.2 34.2 31.8 83.8 83.4 83.2 82.6
  mWAIC 82.0 82.6 84.6 80.2 99.4 99.2 99.2 99.3