Functional Data Analysis using Variational Inference

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Documentation for package ‘fda.vi’ version 1.0.0

• DESCRIPTION file
• User guides, package vignettes and other documentation
• Package README

Help Pages

coef.vem_fit	Extract Active Basis Coefficients from a VEM Fit
gcv_vem	GCV Score for a VEM Smooth Fit
plot.vem_fit	Plot a VEM Fit with Credible Band
predict.vem_fit	Predict Method for VEM Fits
summary.vem_fit	Summary Method for VEM Fits
toy_curves	Toy Simulated Functional Dataset
tune_vem_by_gcv	Tune Basis Complexity via GCV
vem_fit	Fit a VEM Smooth Model
vem_smooth	Variational EM Algorithm for Bayesian Basis Function Selection