Table 4 Model fit indices for latent class analyses with one through six classes, men and women
From: A step beyond the hygiene hypothesis—immune-mediated classes determined in a population-based study
Fit statistics | 1-class model | 2-class model | 3-class model | 4-class model | 5-class model | 6-class model |
|---|---|---|---|---|---|---|
Men | ||||||
AIC | 21,775.3 | 21,055.2 | 20,801.7 | 20,639.2 | 20,604.3 | 20,599.4 |
BIC | 21,872.7 | 21,255.5 | 21,105.1 | 21,045.7 | 21,113.8 | 21,211.9 |
ABIC | 21,818.6 | 21,144.3 | 20,936.7 | 20,820.1 | 20,831.1 | 20,872.0 |
LMR-LRT. adj. | 750.8 | 287.4 | 197.0 | 70.4 | 40.6 | |
p-value | < 0.001 | < 0.001 | 0.052 | 0.648 | 0.016 | |
Women | ||||||
AIC | 30,328.7 | 29,729.7 | 29,466.4 | 29,262.3 | 29,186.2 | 29,148.4 |
BIC | 30,428.4 | 29,935.1 | 29,777.4 | 29,678.9 | 29,708.3 | 29,776.2 |
ABIC | 30,374.4 | 29,823.8 | 29,609.0 | 29,453.3 | 29,425.6 | 29,436.2 |
LMR-LRT. adj. | 630.5 | 297.2 | 238.4 | 111.4 | 73.2 | |
p-value | < 0.001 | < 0.001 | 0.003 | 0.002 | 0.106 | |