Table 2.
Model Fit Indices of Unconditional Parallel Process Growth Mixture Models (n = 384)
Tobacco Model | Binge Drinking Model | Marijuana Model | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Class | ka | LLb | BICc | SSABICd | BLRTe | k | LL | BIC | SSABIC | BLRT | k | LL | BIC | SSABIC | BLRT |
One | 12 | −5347 | 10765 | 10727 | - | 12 | −5008 | 10087 | 10049 | - | 12 | −4948 | 9969 | 9931 | - |
Two | 19 | −5046 | 10205 | 10144 | .000 | 19 | −4699 | 9511 | 9454 | .000 | 19 | −4647 | 9408 | 9348 | .000 |
Three | 26 | −4881 | 9918 | 9835 | .000 | 26 | −4608 | 9371 | 9288 | .000 | 26 | −4538 | 9231 | 9148 | .000 |
Four | 33 | −4800 | 9797 | 9693 | .000 | 33 | −4532 | 9261 | 9156 | .000 | 33 | −4460 | 9117 | 9012 | .000 |
Five | 40 | −4722 | 9682 | 9555 | .182 | 40 | −4457 | 9152 | 9025 | .084 | 40 | −4406 | 9051 | 8924 | .076 |
k = Parameters
LL = Log-likelihood
BIC = Bayesian information criterion
SSABIC = Sample-size adjusted Bayesian information criterion
BLRT = Bootstrapped likelihood ratio test (p-value)