Table 2. Goodness-of-fit statistics of different classes of PANSS Positive, Negative, General Psychopathology symptoms and GAF functioning.
Number of classes | Number of free parameters | Log likelihood | AIC | BIC | Entropy (%) |
LMR-LRT statistic | p value | BLRT statistic | p value |
---|---|---|---|---|---|---|---|---|---|
Positive symptoms | |||||||||
1 | 7 | -18105 | 36224 | 36262.2 | - | ||||
2 | 10 | -17685.7 | 35391.5 | 35446.0 | 78.6 | 136.2 | 0.001 | 838.5 | <0.001 |
3 | 13 | -17460.2 | 34946.4 | 35017.3 | 79.1 | 451.1 | 0.637 | 451.1 | <0.001 |
4 | 16 | -17293.8 | 34619.7 | 34706.9 | 79.6 | 332.7 | 0.087 | 332.7 | <0.002 |
5 | 19 | -17169.5 | 34377.1 | 34480.7 | 79.3 | 248.6 | 0.277 | 248.6 | <0.001 |
Negative symptoms | |||||||||
1 | 7 | -18521.5 | 37057.0 | 37095.2 | |||||
2 | 10 | -17638.4 | 35296.9 | 35351.4 | 88.6 | 1766.2 | 0.001 | 1766.2 | <0.001 |
3 | 13 | -17354.5 | 34735.0 | 34805.9 | 90.8 | 567.8 | 0.0002 | 567.8 | <0.001 |
4 | 16 | -17135 | 34302 | 34389.2 | 89.2 | 439.0 | 0.030 | 439.0 | <0.001 |
5 | 19 | -17032.061 | 34102.12 | 34205.7 | 86.9 | 351.1 | 0.499 | 205.9 | <0.001 |
General Psychopathology symptoms | |||||||||
1 | 7 | -21107.3 | 42228.6 | 42266.7 | |||||
2 | 10 | -20696.8 | 41413.6 | 41468.1 | 0.814 | 821 | 0.0001 | 821 | <0.001 |
3 | 13 | -20567.4 | 41160.9 | 41231.8 | 0.802 | 258.7 | 0.026 | 258.7 | <0.001 |
4 | 16 | -20471.5 | 40975.0 | 41062.3 | 0.764 | 191.9 | 0.036 | 191.9 | <0.001 |
5 | 19 | -20414.3 | 40866.6 | 40970.2 | 0.751 | 114.5 | 0.216 | 114.5 | <0.001 |
GAF functioning | |||||||||
1 | 7 | -23745.2 | 47504.4 | 47542.6 | |||||
2 | 10 | -23546.1 | 47112.3 | 47166.8 | 0.508 | 398.1 | <0.001 | 381.1 | <0.001 |
3 | 13 | -23506.6 | 47039.1 | 47110.0 | 0.601 | 79.1 | 0.014 | 75.755 | 0.016 |
4 | 16 | -23483.6 | 46999.2 | 47086.4 | 0.565 | 45.9 | 0.136 | 44.0 | 0.145 |
5 | 19 | -23467.6 | 46973.2 | 47076.8 | 0.503 | 31.9 | 0.108 | 30.6 | 0.109 |