Table 1. Model selection for the functional data: Best values of TGCV for different choices of m, q and λ.
Functional model | m | q | λ | TGCV |
---|---|---|---|---|
B-splines 6-days | 4 | 5 | 35.48 | 0.0902 |
B-splines 6-days | 6 | 5 | 35.48 | 0.0899 |
B-splines 3-days | 4 | 10 | 25.12 | 0.0891 |
B-splines 3-days | 6 | 10 | 19.95 | 0.0887 |
B-splines 2-days | 4 | 15 | 1.26 | 0.0861 |
B-splines 2-days | 6 | 15 | 1.26 | 0.0859 |
B-splines 1.5-days | 4 | 20 | 1.26 | 0.0860 |
B-splines 1.5-days | 6 | 20 | 1.26 | 0.0859 |