Get estimated coefficients from a pffr fit
Construct an FGAM regression term
Simple bootstrap CIs for pffr
Extract coefficient functions from a fitted pfr-object
Corrected confidence bands using functional principal components
Observed CD4 cell counts
The CONTENT child growth study
Predict.matrix.peer.smooth
mgcv-style constructor for prediction of PEER terms
Construct an FGAM regression term
Predict.matrix.pcre.random.effect
mgcv-style constructor for prediction of PC-basis functional random effects
Return call with all possible arguments
Sum computation 1
Sum computation 2
Sum computation 2
Construct a function for preprocessing functional predictors
Sandwich smoother for matrix data
Additive model with constraints
Trace computation
Two-step function-on-scalar regression
Function-on Scalar Regression with variable selection
Bayesian Function-on-scalar regression
Construct a function-on-function regression term
Construct a PC-based function-on-function regression term
Smoothed FPCA via iterative penalized rank one SVDs.
Permutation testing for function-on-scalar regression
Cross-sectional FoSR using a Gibbs sampler and Wishart prior
Function-on-scalar regression
Multilevel FoSR using a Gibbs sampler and FPCA
Longitudinal Functional Data Analysis using FPCA
Functional principal components analysis by smoothed covariance
Plot PC-based function-on-function regression terms
Cross-sectional FoSR using a Gibbs sampler and FPCA
Get recognized transformation function
Functional Generalized Additive Models
Make predictions using pco basis terms
pffr-constructor for functional principal component-based functional random intercepts.
Plot for Function-on Scalar Regression with variable selection
Longitudinal penalized functional regression
Longitudinal Functional Models with Structured Penalties
Default plotting for functional principal component regression output
Functional principal component analysis by a two-stage method
Functional principal component analysis with fast covariance estimation
Construct a FPC regression term
Functional principal component regression
Octane numbers and NIR spectra of gasoline
Plotting of estimated regression functions obtained through lpeer()
Multilevel FoSR using a Gibbs sampler and Wishart prior
smooth.construct.pss.smooth.spec
P-spline constructor with modified 'shrinkage' penalty
Plotting of estimated regression functions obtained through peer()
Obtain model matrix for a pffr fit
Cross-sectional FoSR using GLS
SOFA (Sequential Organ Failure Assessment) Data
Multilevel FoSR using Variational Bayes and FPCA
Multilevel FoSR using Variational Bayes and Wishart prior
Penalized function-on-function regression with non-i.i.d. residuals
smooth.construct.peer.smooth.spec
Basis constructor for PEER terms
Multilevel functional principal components analysis by smoothed covariance
Prediction from a fitted FGAM model
Prediction for penalized function-on-function regression
Prediction for fast bivariate P -spline (fbps)
Prediction from a fitted pfr model
Prediction from a fitted bayes_fosr model
Simulate example data for pffr
Multilevel functional principal components analysis with fast covariance estimation
Prediction for Function-on Scalar Regression with variable selection
Construct a VDFR regression term
Functional Models with Structured Penalties
Construct an FLM regression term
Construct a PEER regression term in a pfr formula
Some diagnostics for a fitted pffr model
Cross-sectional FoSR using GLS
Penalized flexible functional regression
Plot a pfr object
Plot a pffr fit
Leave-one-function-out cross-validation
Construct an FLM regression term
Penalized Functional Regression
Pointwise cross-validation for function-on-scalar regression
Print method for summary of a pffr fit
Visualization of FGAM objects
smooth.construct.fpc.smooth.spec
Basis constructor for FPC terms
smooth.construct.dt.smooth.spec
Domain Transformation basis constructor
QQ plots for pffr model residuals
Penalized Functional Regression (old version)
Compute quadrature weights
smooth.construct.pcre.smooth.spec
mgcv-style constructor for PC-basis functional random effects
smooth.construct.pi.smooth.spec
Parametric Interaction basis constructor
smooth.construct.pco.smooth.spec
Principal coordinate ridge regression
Visualization of PFR objects
Summary for a pfr fit
Summary for a pffr fit
Local version of plot.gam
Default plotting of function-on-scalar regression objects
Random effects constructor for fgam
Construct a smooth function-on-function regression term
Likelihood Ratio Test and Restricted Likelihood Ratio Test for inference of
functional predictors
Obtain residuals and fitted values for a pffr models
Cross-sectional FoSR using Variational Bayes and FPCA
Cross-sectional FoSR using Variational Bayes and Wishart prior
Predict.matrix method for dt basis
The US weekly all-cause mortality and COVID19-associated deaths in 2020
Diffusion Tensor Imaging: tract profiles and outcomes
Predict.matrix.fpc.smooth
mgcv-style constructor for prediction of FPC terms
Diffusion Tensor Imaging: more fractional anisotropy profiles and outcomes
Predict.matrix method for pi basis
Simulated longitudinal data with functional predictor and scalar response,
and structural information associated with predictor function
Internal computation function
Faster multi-dimensional scaling