Table 1 Methods proposed, predictors, basis type and type of model
Method | Predictor of the model | Basis type | Type of model |
|---|---|---|---|
M1 | X | None | Conventional regression |
M2 | W | B-splines | Functional regression (Eq. 8) |
M3 | W | Fourier | Functional regression (Eq. 8) |
M4 | X * | B-splines | Alternative 1 for Functional regression (Eq. 9) |
M5 | X * | Fourier | Alternative 1 for Functional regression (Eq. 9) |
M6 | X ** | B-splines | Alternative 2 for Functional regression (Eq. 10) |
M7 | X ** | Fourier | Alternative 2 for Functional regression (Eq. 10) |