Table 1.
Statistics for choosing the best number of classes.
| G | Loglik | Conv | npm | AIC | BIC | SABIC | Entropy | %Class 1 | %Class 2 | %Class 3 | %Class 4 | %Class 5 | %Class 6 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| m1 | 1 | − 36,891.10 | 1 | 4 | 73,790.20 | 73,811.36 | 73,798.65 | 1.0000000 | 100.00000 | |||||
| m2 | 2 | − 35,529.74 | 1 | 8 | 71,075.47 | 71,117.78 | 71,092.37 | 0.8517868 | 52.52732 | 47.47268 | ||||
| m3 | 3 | − 35,199.73 | 1 | 12 | 70,423.46 | 70,486.93 | 70,448.81 | 0.8027449 | 38.31967 | 37.97814 | 23.70219 | |||
| m4 | 4 | − 35,060.42 | 1 | 16 | 70,152.84 | 70,237.47 | 70,186.64 | 0.8299584 | 33.87978 | 6.830601 | 21.37978 | 37.90984 | ||
| m5 | 5 | − 34,956.54 | 1 | 20 | 69,953.08 | 70,058.86 | 69,995.33 | 0.7886274 | 30.05464 | 24.31694 | 11.27049 | 26.775956 | 7.581967 | |
| m6 | 6 | − 34,866.60 | 1 | 24 | 69,781.20 | 69,908.13 | 69,831.89 | 0.7860618 | 20.08197 | 1.70765 | 26.91257 | 20.765027 | 21.516393 | 9.016393 |
AIC, Akaike information criterion; BIC, Bayesian information criteria; SABIC, sample-adjusted information criteria.