Latent profile analysis model fit by no. of class
| No. of class | BIC | AIC | Entropy | Class proportion |
|---|---|---|---|---|
| Class probability | ||||
| 1 | 38,412.321 | 38,248.891 | 1.000 | Yes [100.0] |
| Yes [100.0] | ||||
| 2 | 36,838.030 (Δ1574.291) | 36,588.584 (Δ1660.307) | 0.88 | Yes [62.6/37.4] |
| Yes [97.1/94.5] | ||||
| 3 | 36,201.283 (Δ636.747) | 35,865.821 (Δ722.763) | 0.90 | Yes [11.9/27.5/60.6] |
| Yes [97.9/93.9/96.1] | ||||
| 4 | 35,890.115 (Δ311.168) | 35,468.638 (Δ397.183) | 0.88 | Yes [7.9/29.5/20.4/42.2] |
| Yes [97.9/92.7/95.3/92.9] | ||||
| 5 | 35,717.520 (Δ172.595) | 35,210.027 (Δ258.611) | 0.88 | Yes [7.9/16.3/26.4/29.0/20.4] |
| Yes [96.6/96.6/93.3/90.1/90.8] | ||||
| 6 | 35,627.519 (Δ90.001) | 35,034.011 (Δ176.016) | 0.89 | No [7.0/23.9/29.7/16.9/4.9/17.6] |
| No [93.6/92.3/89.4/96.2/98.8/91.9] | ||||
| 7 | 35,553.349 (Δ74.170) | 34,913.825 (Δ120.186) | 0.90 | No [6.8/4.9/28.8/16.7/23.9/17.2/1.7] |
| No [91.2/99.1/89.7/96.5/91.7/92.1/99.9] |
| No. of class | BIC | AIC | Entropy | Class proportion |
|---|---|---|---|---|
| Class probability | ||||
| 1 | 38,412.321 | 38,248.891 | 1.000 | Yes [100.0] |
| Yes [100.0] | ||||
| 2 | 36,838.030 (Δ1574.291) | 36,588.584 (Δ1660.307) | 0.88 | Yes [62.6/37.4] |
| Yes [97.1/94.5] | ||||
| 3 | 36,201.283 (Δ636.747) | 35,865.821 (Δ722.763) | 0.90 | Yes [11.9/27.5/60.6] |
| Yes [97.9/93.9/96.1] | ||||
| 4 | 35,890.115 (Δ311.168) | 35,468.638 (Δ397.183) | 0.88 | Yes [7.9/29.5/20.4/42.2] |
| Yes [97.9/92.7/95.3/92.9] | ||||
| 5 | 35,717.520 (Δ172.595) | 35,210.027 (Δ258.611) | 0.88 | Yes [7.9/16.3/26.4/29.0/20.4] |
| Yes [96.6/96.6/93.3/90.1/90.8] | ||||
| 6 | 35,627.519 (Δ90.001) | 35,034.011 (Δ176.016) | 0.89 | No [7.0/23.9/29.7/16.9/4.9/17.6] |
| No [93.6/92.3/89.4/96.2/98.8/91.9] | ||||
| 7 | 35,553.349 (Δ74.170) | 34,913.825 (Δ120.186) | 0.90 | No [6.8/4.9/28.8/16.7/23.9/17.2/1.7] |
| No [91.2/99.1/89.7/96.5/91.7/92.1/99.9] |
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