Functional Regression using Signal Compression Approach

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Documentation for package ‘FRegSigCom’ version 0.1.0

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air Air quality data
cv.hd cross-validation for sparse linear function-on-function regression with a large number of functional predictors
cv.nonlinear cross-validation for nonlinear function-on-function regression
cv.sigcom cross-validation for linear function-on-function regression
getcoef.hd Get the estimated intercept and coefficient functions for sparse linear FOF models
getcoef.nonlinear Get the estimated intercept and nonlinear functions
getcoef.sigcom Get the estimated intercept and coefficient functions for linear FOF models
pred.hd Prediction for sparse linear function-on-function regression
pred.nonlinear Prediction for nonlinear function-on-function regression
pred.sigcom Prediction for linear function-on-function regression using signal compression