Table 3 Fit Statistics of the 1–4 class solutions for Health constrained Quadratic GMM-CI

LL (NO. Of parameters)

−72,988.13 (14)

−72,732.27 (18)

−72,531.49 (22)

−72,419.29 (26)

AIC

146,004.25

145,500.55

145,106.98

144,890.57

BIC

146,106.30

145,631.76

145,267.36

145,080.09

Entropy

N/A

0.642

0.660

0.676

LMR-LRT (p-value)

N/A

498.29***

391.03*

218.54***

BLRT (p-value)

N/A

511.71***

401.56***

224.42***

Group-size (%)  Class 1

10,822 (100%)

1752 (16.2%)

761 (7%)

1243 (11.4%)

 Class 2

N/A

9070 (83.8%)

8697 (80.4%)

559 (5.2%)

 Class 3

N/A

N/A

1364 (12.6%)

377 (3.5%)

 Class 4

N/A

N/A

N/A

8643 (79.9%)