Table 7.
Clustering results.
| Model | LL | BIC(LL) | Npar | L2 | df | p-value | Class.Err. | R2 | p-value (L2 diff) |
|---|---|---|---|---|---|---|---|---|---|
| 1-cluster | −1433.31 | 2891.63 | 4 | 380.70 | 56 | <0.05 | 0% | 100% | |
| 2-cluster | −1302.96 | 2680.94 | 12 | 120.00 | 48 | <0.05 | 7% | 73% | |
| 3-cluster | −1271.16 | 2667.37 | 20 | 56.41 | 40 | <0.05 | 11% | 71% | |
| 4-cluster | −1259.91 | 2694.88 | 28 | 33.91 | 32 | 0.38 | 19% | 65% | |
| 5-cluster | −1254.84 | 2734.74 | 36 | 23.76 | 24 | 0.48 | 14% | 73% | >0.05 |
| 6-cluster | −1251.07 | 2777.22 | 44 | 16.22 | 16 | 0.44 | 16% | 72% | >0.05 |