Table 2.
AIC and BIC for each model
| Fibrinogen | Hba1c | Cholesterol ratio | DHEAS | |||||
|---|---|---|---|---|---|---|---|---|
| AIC | BIC | AIC | BIC | AIC | BIC | AIC | BIC | |
| GB2 | 20,866 | 20,948 | 72,138 | 72,219 | 39,175 | 39,257 | 53,800 | 53,889 |
| B2 | 21,221 | 21,296 | 76,134 | 76,371 | 39,173 | 39,249 | 53,897 | 53,979 |
| SM | 20,865 | 20,939 | 72,329 | 72,404 | 39,432 | 39,506 | 53,798 | 53,880 |
| Dagum | 20,872 | 20,947 | 72,927 | 73,001 | 39,315 | 39,390 | 53,855 | 53,937 |
| Fisk | 20,883 | 20,950 | 73,563 | 73,629 | 39,482 | 39,549 | 54,149 | 54,223 |
| Lomax | 51,843 | 51,910 | 112,182 | 112,249 | 59,542 | 59,624 | 61,959 | 62,040 |
| GG | 21,204 | 21,278 | 74,986 | 75,060 | 39,180 | 39,270 | 53,927 | 54,016 |
| Lognormal | 21,502 | 21,569 | 77,305 | 77,372 | 39,306 | 39,373 | 54,407 | 54,482 |
| Gamma | 21,219 | 21,287 | 79,049 | 79,116 | 39,867 | 39,934 | 53,942 | 54,016 |
| Weibull | 22,804 | 22,871 | 88,676 | 88,743 | 42,443 | 42,518 | 54,640 | 54,715 |
| Exponential | 51,841 | 51,900 | 112,180 | 112,239 | 59,540 | 59,615 | 61,957 | 62,031 |
| OLS | 21,500 | 21,558 | 84,119 | 84,178 | 42,875 | 42,950 | 58,371 | 58,446 |
Note. AIC: Akaike information criteria; BIC: Bayesian information criteria; B2: beta of the second kind; DHEAS: dehydroepiandrosterone sulfate; GB2: generalized beta of the second kind; GG: generalized gamma; HbA1c: glycated hemoglobin; OLS: ordinary least squares; SM: Singh–Maddala. For each biomarker, bold values highlight those models that exhibit the best performance according to AIC and BIC.