Table 1.
The Akaike Information Criterion (AIC), Schwarz's Bayesian Criterion (BIC), and effective degrees of freedom (edf) for completely parametric (model 1), semi-parametric (models 2 and 3), and non-parametric (models 4 and 5) models.
| Model components | Females | Males | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| edf | AIC | Rank | BIC | Rank | edf | AIC | Rank | BIC | Rank | |
| Model 1: a + b | 3 | 22,571.69 | 5 | 22,596.00 | 5 | 3 | 12,196.91 | 5 | 12,220.32 | 5 |
| Model 2: f(a) + b | 6.99 | 21,841.76 | 3 | 21,897.11 | 2 | 8.25 | 11,968.76 | 3 | 12,033.11 | 1 |
| Model 3: a + f(b) | 6.61 | 21,945.97 | 4 | 21,999.54 | 4 | 8.03 | 12,003.26 | 4 | 12,065.93 | 4 |
| Model 4: f(a) + f(b) | 9.93 | 21,779.61 | 1 | 21,860.10 | 1 | 12.5 | 11,938.44 | 1 | 12,035.99 | 2 |
| Model 5: f(a, b) | 15.7 | 21,785.40 | 2 | 21,912.22 | 3 | 15.5 | 11,939.81 | 2 | 12,060.90 | 3 |
a, age; b, year of birth; f, smooth function.