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