Table 2.
Latent Class Analysis Results of Non-Cardiovascular Comorbidities
| Number of classes | AIC | BIC | Smallest class size (%) | Posterior probability, mean (SD) |
|---|---|---|---|---|
|
| ||||
| AMI | ||||
|
| ||||
| 2 Classes | 263179.1 | 263333.4 | 38.2 | 0.88 (0.14) |
| 3 Classes | 261205.8 | 261441.3 | 25.4 | 0.80 (0.17) |
| 4 Classes | 260286.1 | 260602.7 | 13.5 | 0.74 (0.17) |
| 5 Classes | 259981.0 | 260378.8 | 14.8 | 0.71 (0.19) |
| 6 Classes | 259886.5 | 260365.5 | 13.1 | 0.64 (0.19) |
| 7 Classes | 259807.7 | 260367.9 | 8.6 | 0.62 (0.18) |
|
| ||||
| CHF | ||||
|
| ||||
| 2 Classes | 615345.3 | 615515.4 | 43.1 | 0.85 (0.15) |
| 3 Classes | 612116.0 | 612375.7 | 24.3 | 0.78 (0.17) |
| 4 Classes | 610428.7 | 610034.1 | 11.9 | 0.72 (0.16) |
| 5 Classes | 609683.6 | 610122.4 | 14.7 | 0.68 (0.18) |
| 6 Classes | 609505.7 | 610034.1 | 12.6 | 0.69 (0.18) |
| 7 Classes | 609312.6 | 609930.6 | 11.1 | 0.62 (0.16) |
|
| ||||
| AF | ||||
|
| ||||
| 2 Classes | 389126.1 | 389287.6 | 43.8 | 0.87 (0.14) |
| 3 Classes | 387299.1 | 387545.5 | 24.0 | 0.79 (0.17) |
| 4 Classes | 385996.1 | 386327.5 | 19.0 | 0.72 (0.16) |
| 5 Classes | 385540.5 | 385957 | 12.2 | 0.68 (0.19) |
| 6 Classes | 385378.2 | 385879.7 | 11.4 | 0.64 (0.18) |
| 7 Classes | 385272.7 | 385859.1 | 4.0 | 0.61 (0.17) |
Abbreviations: AIC, Akaike information criterion; AMI, acute myocardial infarction; AF, atrial fibrillation; BIC, Bayesian Information Criterion; CHF, congestive heart failure; SD, standard deviation.