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. Author manuscript; available in PMC: 2015 Nov 5.
Published in final edited form as: Arch Gen Psychiatry. 2011 Apr;68(4):389–399. doi: 10.1001/archgenpsychiatry.2011.26

Table 2.

Bayesian Information Criterion (BIC) and Model Selection

No. of Trajectory Groups Drinkers
Light (n=86)
Heavy (n=104)
BIC Null Modela 2ln(B10)b BIC Null Modela 2ln(B10)b
1 −683 −2729
2 −661 1 44 −2663 1 132
3 −669 2 −17 −2642 2 42
4 −681 3 −22 −2632 3 20
5 −697 4 −33 −2632 4 0
6 −707 5 −20 −2646 5 −28
a

The number of trajectory groups in the comparison model.

b

ln(B10) ≈ 2ΔBIC, ie, twice the difference in BIC between the 2 models, was used to determine the best model to describe quarterly frequency of binge drinking. Using 2ln(B10) ≥6 as a strong evidence for rejecting the null model,80 a 4-trajectory group model in heavy drinkers and a 2-trajectory group model in light drinkers best described the data (indicated in bold).