Sparse Functional Data Analysis Methods

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Documentation for package ‘fdaSP’ version 1.1.1

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fdaSP-package Sparse Functional Data Analysis Methods
confband Function to plot the confidence bands
f2fSP Overlap Group Least Absolute Shrinkage and Selection Operator for function-on-function regression model
f2fSP_cv Cross-validation for Overlap Group Least Absolute Shrinkage and Selection Operator for function-on-function regression model
f2sSP Overlap Group Least Absolute Shrinkage and Selection Operator for scalar-on-function regression model
f2sSP_cv Cross-validation for Overlap Group Least Absolute Shrinkage and Selection Operator on scalar-on-function regression model
fdaSP Sparse Functional Data Analysis Methods
lmSP Sparse Adaptive Overlap Group Least Absolute Shrinkage and Selection Operator
lmSP_cv Cross-validation for Sparse Adaptive Overlap Group Least Absolute Shrinkage and Selection Operator
softhresh Function to solve the soft thresholding problem