# Sparse Functional Data Analysis Methods

## Documentation for package ‘fdaSP’ version 1.1.2

- DESCRIPTION file.

## Help Pages

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
forward_diff | Forward finite difference approximation of order d
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