Table 1.
Model | Log likelihood | Sample- size Adj. BIC | Lo- Mendell- Rubin Adj. LRT | Estimated Class Count | Posterior Probabilities | Entropy | Intercept Mean | Slope Mean | Slope Quadratic Mean |
---|---|---|---|---|---|---|---|---|---|
1c lin | −2218.641 | 4457.416 | 686 | 1.00 | N/A | 2.102*** | −0.022 | ||
1c quad | −2218.612 | 4460.715 | 686 | 1.00 | N/A | 2.108*** | −0.037 | 0.005 | |
2c lin | −1979.337 | 3988.876 | 455.37*** | 247.89 | 0.903 | 0.738 | 2.866*** | −0.007 | |
438.11 | 0.932 | 1.692*** | −0.052* | ||||||
2c quad | −1978.790 | 3994.494 | 461.96*** | 437.23 | 0.935 | 0.737 | 1.707*** | −0.090 | 0.014 |
248.77 | 0.898 | 2.822*** | 0.088 | −0.032 | |||||
3c lin | −1925.679 | 3891.628 | 102.104*** | 305.05 | 0.829 | 0.688 | 2.201*** | −0.053 | |
150.63 | 0.863 | 3.129*** | −0.017 | ||||||
230.32 | 0.884 | 1.358*** | −0.043 | ||||||
3c quad | −1923.959 | 3898.254 | 105.620*** | 232.49 | 0.893 | 0.691 | 1.398*** | −0.130+ | 0.031 |
149.30 | 0.863 | 3.062*** | 0.151 | −0.059 | |||||
304.21 | 0.826 | 2.195*** | −0.024 | −0.010 | |||||
4c lin | −1908.228 | 3866.792 | 33.208* | 201.08 | 0.689 | 0.633 | 2.440*** | −0.280*** | |
217.45 | 0.875 | 1.335*** | 0.047+ | ||||||
139.88 | 0.848 | 3.165*** | −0.021 | ||||||
127.59 | 0.707 | 1.809*** | 0.326*** | ||||||
4c quad | −1899.362 | 3862.483 | 47.381* | 125.95 | 0.854 | 0.663 | 3.106*** | 0.202 | −0.075 |
216.03 | 0.732 | 2.522*** | −0.506** | 0.084* | |||||
216.08 | 0.896 | 1.358*** | −0.106 | 0.019 | |||||
127.94 | 0.721 | 1.706*** | 0.739*** | −0.142* | |||||
5c linear | −1895.483 | 3851.370 | 24.25 | 107.00 | 0.679 | 0.646 | 3.149*** | −.188* | |
56.87 | 0.769 | 3.118*** | .177 | ||||||
107.71 | 0.733 | 1.709*** | 0.393*** | ||||||
211.65 | 0.725 | 2.335*** | −0.247*** | ||||||
202.77 | 0.879 | 1.311*** | −0.052* | ||||||
5c quad | −1885.489 | 3848.160 | 26.72 | 191.29 | 0.719 | 0.671 | 2.337*** | −0.563*** | 0.137** |
196.55 | 0.894 | 1.294*** | −0.060 | 0.004 | |||||
57.65 | 0.701 | 3.184*** | −0.405 | −0.067 | |||||
104.79 | 0.808 | 3.079*** | 0.312* | −0.099 | |||||
135.72 | 0.732 | 1.728*** | 0.794*** | −0.163** |
Note. c = class, lin = linear model, quad = quadratic model;
p < .10,
p < .05,
p < .01,
p < .001.