1 Model comparison and selection

Latent class growth analysis class selection. (All data, n = 6155, 24483 data points)
N of classes N of free parameters log-likelihood AIC BIC aBIC Entropy
2 6 -424531.7 849075.4 849115.8 849096.7 0.559
3 12 -424236.0 848496.0 848576.7 848538.6 0.583
4 20 -422343.3 844726.6 844861.1 844797.6 0.649
5 30 -422337.4 844734.8 844936.5 844841.2 0.635
Note:
Abbreviation: N, number; AIC, Akaike information criterion; BIC, Bayesian information criterion; aBIC, adjusted BIC; Entropy, a pseudo-r-squared index.

2 LCGA in four days of Survey (2 classes)

3 LCGA in four days of survey (3 classes)