Table 4.
Model | Specification | -2LL | df | AIC | BIC | aBIC | |Δχ2| | |Δdf| | p |
---|---|---|---|---|---|---|---|---|---|
1 | γ11= γ12= γ13; γ2g=0 | 152,182.36 | 34 | 152,250.37 | 152,540.54 | 152,432.49 | – | – | – |
2 | γ1g freely estimated; γ2g= 0 | 151,660.39 | 36 | 151,732.39 | 152,039.64 | 151,925.23 | 521.97 | 2 | < .001 |
3 | γ1g and γ2g freely estimated | 152,001.17 | 39 | 152,079.17 | 152,412.03 | 152,288.09 | 340.78 | 3 | < .001 |
4 | β1g=0; γ1g freely estimated; γ2g=0 | 152,051.19 | 33 | 152,117.19 | 152,399.00 | 152,294.13 | 390.80 | 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.
Model 2 is compared to Model 1; Models 3 and 4 are compared to Model 2. Model 2 is the best fitting model, given the smallest values of -2LL, AIC, BIC, and aBIC.