Table 2.
Model fit comparisons for nested multi-group multilevel models among lesbian, gay, and bisexual adolescents in the British Columbia Adolescent Health Survey, 2003–2013a.
Model | Specification | -2LL | df | AIC | BIC | aBIC | |Δχ2| | |Δdf| | p |
---|---|---|---|---|---|---|---|---|---|
1 | γ11 = γ12 = γ13; γ2g = 0 | 7219.15 | 34 | 7287.15 | 7467.44 | 7359.43 | –– | –– | –– |
2 | γ1g freely estimated; γ2g = 0 | 7226.18 | 36 | 7298.18 | 7489.07 | 7374.71 | 7.03 | 2 | .030 |
3 | γ11 = γ12 = γ13; γ2g freely estimated | 7226.97 | 37 | 7300.97 | 7497.16 | 7379.62 | 7.82 | 3 | .050 |
4 | β1g = 0; γ11 = γ12 = γ13; γ2g = 0 | 7345.65 | 31 | 7407.65 | 7572.21 | 7473.73 | 126.50 | 3 | < .001 |
Note. -2LL = -2 × Log-likelihood; df = degrees of freedom; AIC = Akaike information criterion; BIC = Bayesian information criterion; aBIC = Bayesian information criterion adjusted for sample size.
Models 2, 3, and 4 are compared to Model 1. Model 1 is the best fitting model, given the smallest values of -2LL, AIC, BIC, and aBIC.