# Functional Regression using Signal Compression Approach

## Documentation for package ‘FRegSigCom’ version 0.3.0

- DESCRIPTION file.

## Help Pages

air | Air quality data
corn | NIR of corn samples
cv.ff.interaction | Cross-validation for function-on-function regression models with specified main effects and two-way interaction terms
cv.fof.spike | Cross-validation for linear function-on-function regression on highly densely observed spiky data
cv.fof.wv | Cross-validation for wavelet-based linear function-on-function regression method
cv.hd | Cross-validation for sparse linear function-on-function regression with a large number of functional predictors
cv.msof | Cross-validation for linear multivariate scalar-on-function regression
cv.msof.hd | Cross-validation for high dimensional linear multivariate scalar-on-function regression
cv.nonlinear | Cross-validation for nonlinear function-on-function regression
cv.sigcom | Cross-validation for linear function-on-function regression
cv.sof.spike | Cross-validation for linear scalar-on-function regression for highly densely observed spiky functional data
getcoef.ff.interaction | Get the estimated coefficient functions for function-on-function interaction model
getcoef.hd | Get the estimated coefficient functions for linear function-on-function models with a large numbe of predictor curves
getcoef.nonlinear | Get the estimated intercept and nonlinear functions in nonlinear function-on-function model
getcoef.sigcom | Get the estimated intercept and coefficient functions for linear function-on-function models
ocean | Hawaii ocean data
Pork | Pork fat samples
pred.ff.interaction | Prediction for a linear FOF regression model with two-way interactions
pred.fof.spike | Prediction for linear function-on-function regression on highly sensely observed spiky data
pred.fof.wv | Prediction for linear function-on-function regression using signal compression
pred.hd | Prediction for sparse linear function-on-function regression
pred.msof | Prediction for linear multivariate scalar-on-function regression
pred.msof.hd | Prediction for high dimensional linear multivariate scalar-on-function regression
pred.nonlinear | Prediction for nonlinear function-on-function regression
pred.sigcom | Prediction for linear function-on-function regression using signal compression
pred.sof.spike | Prediction for linear function-on-function regression on highly sensely observed spiky data
step.ff.interaction | Stepwise variable selection procedure for FOF regression models with two-way interactions