Obtain fitted values for a pffr fit
Functional principal component regression
Sandwich smoother for matrix data
Permutation test for wavelet-domain scalar-on-function regression
Return call with all possible arguments
Functional principal component analysis by a two-stage method
Corrected confidence bands using functional principal components
Function-on-scalar regression
Simple bootstrap CIs for pffr
Leave-one-function-out cross-validation
Generalized elastic net in the wavelet domain
Simulated longitudinal data with functional predictor and scalar response, and structural information associated with predictor function
Construct a PC-based function-on-function regression term
smooth.construct.pcre.smooth.spec
mgcv-style constructor for PC-basis functional random effects
Octane numbers and NIR spectra of gasoline
Simulate example data for pffr
Likelihood Ratio Test and Restricted Likelihood Ratio Test for inference of functional predictors
Permutation testing for function-on-scalar regression
Construct an FLM regression term
smooth.construct.pss.smooth.spec
P-spline constructor with modified 'shrinkage' penalty
Diffusion Tensor Imaging: more fractional anisotropy profiles and outcomes
Print method for summary of a pffr fit
Prediction for penalized functional regression
Functional Models with Structured Penalties
Default plotting of function-on-scalar regression objects
Obtain residuals for a pffr fit
Longitudinal penalized functional regression
Smoothed FPCA via iterative penalized rank one SVDs.
Functional principal components analysis by smoothed covariance
Penalized functional regression and Longitudinal penalized functional regression
Functional principal component analysis with fast covariance estimation
Penalized function-on-function regression
Observed CD4 cell counts
Prediction from a fitted FGAM model
Default plotting for wavelet-domain scalar-on-function regression
pffr-constructor for functional principal component-based functional random effects.
Regression with Functional Data
Pointwise cross-validation for function-on-scalar regression
Penalized function-on-function regression with non-i.i.d. residuals
Construct a function-on-function regression term
Two-step function-on-scalar regression
Functional Generalized Additive Models
Obtain model matrix for a pffr fit
Plot a pffr fit
Additive model with constraints
Summary for a pffr fit
Construct a smooth function-on-function regression term
Principal component regression and partial least squares in the wavelet domain
Prediction for penalized function-on-function regression
Visualization of FGAM objects
Internal functions for the refund package
Plot PC-based function-on-function regression terms
Plotting of estimated regression functions obtained through peer()
Prediction method for generalized elastic net in the wavelet domain
Diffusion Tensor Imaging: fractional anisotropy profiles and outcomes
Construct an FGAM regression term
Get estimated coefficients from a pffr fit
Longitudinal Functional Models with Structured Penalties
Default plotting for functional principal component regression output
Plotting of estimated regression functions obtained through lpeer()