Multilevel FoSR using a Gibbs sampler and Wishart prior
Predict.matrix.pcre.random.effect
mgcv-style constructor for prediction of PC-basis functional random effects
Construct a function-on-function regression term
Longitudinal Functional Data Analysis using FPCA
Construct a VDFR regression term
Octane numbers and NIR spectra of gasoline
Plot for Function-on Scalar Regression with variable selection
Permutation testing for function-on-scalar regression
Diffusion Tensor Imaging: tract profiles and outcomes
Default plotting of function-on-scalar regression objects
Construct an FGAM regression term
Longitudinal penalized functional regression
Default plotting for functional principal component regression output
Corrected confidence bands using functional principal components
Penalized Functional Regression
Simple bootstrap CIs for pffr
Cross-sectional FoSR using a Gibbs sampler and Wishart prior
Penalized function-on-function regression with non-i.i.d. residuals
Sum computation 1
Predict.matrix.fpc.smooth
mgcv-style constructor for prediction of FPC terms
Function-on-scalar regression
Functional Generalized Additive Models
Functional principal component regression
Two-step function-on-scalar regression
Sum computation 2
Smoothed FPCA via iterative penalized rank one SVDs.
Multilevel functional principal components analysis by smoothed covariance
Pointwise cross-validation for function-on-scalar regression
smooth.construct.fpc.smooth.spec
Basis constructor for FPC terms
pffr-constructor for functional principal component-based functional random intercepts.
Simulated longitudinal data with functional predictor and scalar response,
and structural information associated with predictor function
Regression with Functional Data
Cross-sectional FoSR using Variational Bayes and Wishart prior
Plotting of estimated regression functions obtained through peer()
smooth.construct.pcre.smooth.spec
mgcv-style constructor for PC-basis functional random effects
Smoothed FPCA via iterative penalized rank one SVDs.
Diffusion Tensor Imaging: more fractional anisotropy profiles and outcomes
Predict.matrix.peer.smooth
mgcv-style constructor for prediction of PEER terms
Predict.matrix method for dt basis
Predict.matrix method for pi basis
Leave-one-function-out cross-validation
Bayesian Function-on-scalar regression
Function-on Scalar Regression with variable selection
Construct a PC-based function-on-function regression term
Construct an FLM regression term
Construct a PEER regression term in a pfr
formula
Obtain model matrix for a pffr fit
Extract coefficient functions from a fitted pfr-object
Get recognized transformation function
Plot PC-based function-on-function regression terms
Multilevel FoSR using a Gibbs sampler and FPCA
Cross-sectional FoSR using a Gibbs sampler and FPCA
Longitudinal Functional Models with Structured Penalties
Penalized function-on-function regression
Construct a function for preprocessing functional predictors
Return call with all possible arguments
Prediction for penalized function-on-function regression
Prediction from a fitted FGAM model
Additive model with constraints
Sandwich smoother for matrix data
Plot a pfr object
Construct an FGAM regression term
Random effects constructor for fgam
Local version of plot.gam
QQ plots for pffr model residuals
Some diagnostics for a fitted pffr model
Simulate example data for pffr
Cross-sectional FoSR using Variational Bayes and FPCA
Cross-sectional FoSR using GLS
Visualization of PFR objects
Get estimated coefficients from a pffr fit
Prediction from a fitted pfr model
Penalized Functional Regression (old version)
Internal computation function
smooth.construct.peer.smooth.spec
Basis constructor for PEER terms
Trace computation
Obtain residuals and fitted values for a pffr models
Construct a smooth function-on-function regression term
Sum computation 2
Construct a FPC regression term
Multilevel FoSR using Variational Bayes and Wishart prior
Prediction for Function-on Scalar Regression with variable selection
Functional principal component analysis by a two-stage method
Multilevel FoSR using Variational Bayes and FPCA
Functional principal components analysis by smoothed covariance
SOFA (Sequential Organ Failure Assessment) Data
Summary for a pffr fit
Plot a pffr fit
Print method for summary of a pffr fit
smooth.construct.dt.smooth.spec
Domain Transformation basis constructor
smooth.construct.pss.smooth.spec
P-spline constructor with modified 'shrinkage' penalty
Construct an FLM regression term
Prediction for fast bivarate P -spline (fbps)
Summary for a pfr fit
Compute quadrature weights
Visualization of FGAM objects
smooth.construct.pi.smooth.spec
Parametric Interaction basis constructor
Observed CD4 cell counts
Internal functions for the refund package
Cross-sectional FoSR using GLS
Plotting of estimated regression functions obtained through lpeer()
Likelihood Ratio Test and Restricted Likelihood Ratio Test for inference of
functional predictors
Functional Models with Structured Penalties