Table 5.
Summary of multivariate model comparisons for the VTSABD longitudinal adolescent depression scores
| Model | A | E | k | −2ln(l) | Δ− 2LL |
Δdf | P | Δ− 2LL |
CM | Δdf | P | AIC |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Saturated | Saturated | 120* | 21369.454 | – | – | – | – | – | – | – | – |
| 2 | No cross- temporal covariance |
No cross- temporal covariance |
44 | 22333.922 | 964.47 | 76 | <1 × 10−5 | – | – | – | – | 812.468 |
| 3 | C + L + Q + β, Ψ, ε |
C + L + Q + β, Ψ, ε |
18 | 21486.131 | 116.68 | 102 | 1.52 × 10−1 | – | – | – | – | −88.677 |
| 4 | Drop Q from 3 | Drop Q from 3 | 12 | 21500.178 | 130.72 | 108 | 6.8 × 10−2 | 14.04 | 3 | 6 | 2.9 × 10−2 | −86.724 |
| 5 | Drop L & Q from 3 | Drop L, Q from 3 | 8 | 21528.741 | 159.29 | 112 | 2.2 × 10−3 | 28.57 | 4 | 4 | <1 × 10−5 | −65.287 |
| 6 | Drop C, L & Q from 3 |
Drop C, L, Q from 3 | 6 | 21591.980 | 222.53 | 114 | <1 × 10−5 | 63.24 | 5 | 2 | <1 × 10−5 | −6.526 |
| 7 | Drop B from Model 3 |
Model 3 | 16 | 21486.732 | 117.28 | 104 | 1.75 × 10−1 | 0.60 | 3 | 2 | 7.4 × 10−1 | −91.278 |
| 8 | Model 3 | Drop B from Model 3 | 16 | 21494.561 | 125.11 | 104 | 7.78 × 10−2 | 8.53 | 3 | 2 | 1.4 × 10−2 | −82.893 |
| 9 | Drop B from Model 3 |
Drop B from Model 3 | 14 | 21499.969 | 130.51 | 106 | 5.34 × 10−2 | 13.83 | 3 | 4 | 7.8 × 10−3 | −82.515 |
| 10 | Model 7 |
Drop Q from Model 7 |
13 | 21494.184 | 124.73 | 107 | 1.16 × 10−1 | 8.05 | 7 | 3 | 4.5 × 10−2 | −89.270 |
| 11 | Drop Q from Model 10 |
Model 10 | 10 | 21511.221 | 141.77 | 110 | 1.90 × 10−2 | 17.04 | 10 | 3 | 0.6 × 10−3 | −78.233 |
Elements of Ψ and ε are assumed to be constant over time unless noted otherwise (“free”)
A additive genetic, E non-shared environment, C Constant, L Linear, Q Quadratic, β Beta regression coefficient, Ψ item-specific or residual variances, ε error variances for the latent depression factors, k number of free parameters in Model for covariance structure (ignoring mean parameters), CM comparison model, Δ−2LL change in −2 × Log Likelihood asymptotically distributed as a χ2, Δdf change in degrees of freedom Model 10 best fitting model
12 parameters fixed to zero (no data available for estimation of remote correlations