Functions for functional regression models. Functional Principal Component Regression
Value
A fitted regression object of class 'fregre.fd' with components:
- coefficients
Beta coefficient function values
- intercept
Intercept term
- fitted.values
Fitted values
- residuals
Residuals
- ncomp
Number of components used
- mean.X
Mean of functional covariate (for prediction)
- mean.y
Mean of response (for prediction)
- rotation
PC loadings (for prediction)
- l
Indices of selected components
- lm
Underlying linear model
- sr2
Residual variance
- fdataobj
Original functional data
- y
Response vector
- call
The function call