Functional principal component regression
Diffusion Tensor Imaging: tract profiles and outcomes
Default plotting of function-on-scalar regression objects
Plot a pffr fit
Permutation test for principal component regression and partial least squares in the wavelet domain
Default plotting for functional principal component regression output
Construct a function-on-function regression term
Summary for a pffr fit
Functional models with structured penalties
Principal component regression and partial least squares in the wavelet domain
Pointwise cross-validation for function-on-scalar regression
Corrected confidence bands using functional principal components
Observed CD4 cell counts
Return call with all possible arguments
pffr-constructor for PC-basis functional random effects
Obtain model matrix for a pffr fit
Permutation testing for function-on-scalar regression
Function-on-scalar regression
Penalized function-on-function regression
Print method for summary of a pffr fit
Longitudinal functional models with structured penalties
longitudinal PEER simulation
Simulated longitudinal data with functional predictor and scalar response, and structural information associated with predictor function
Functional principal components analysis by smoothed covariance
Obtain residuals for a pffr fit
Internal functions for the refund package
Leave-one-function-out cross-validation
Prediction for penalized function-on-function regression
Obtain fitted values for a pffr fit
Octane numbers and NIR spectra of gasoline
Plotting of estimated regression functions obtained through peer () Longitudinal penalized functional regression
Regression with Functional Data
Get estimated coefficients from a pffr
Generalized elastic net in the wavelet domain
Additive model with constraints
Penalized functional regression
Construct a smooth function-on-function regression term
Plotting of estimated regression functions obtained through lpeer