Concurrent Regression and History Index Models for Functional Data


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Documentation for package ‘fdaconcur’ version 0.1.3

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fdaconcur-package fdaconcur: Concurrent Regression and History Index Models for Functional Data
ConcReg_Lag Functional Concurrent Regression with Lag Model
ConcurReg Functional Concurrent Regression using 2D smoothing
fdaconcur fdaconcur: Concurrent Regression and History Index Models for Functional Data
fitted_ptFCReg Fitted functional responses from a 'ptFCReg' object.
GetCI_Dense Bootstrap pointwise confidence intervals for the coefficient functions in functional concurrent regression for densely observed data.
GetCI_Sparse Bootstrap pointwise confidence intervals for the coefficient functions in functional concurrent regression for sparsely observed data.
historyIndexDense Functional History Index Model
historyIndexSparse Functional History Index Model
ptFCReg Functional concurrent regression using pointwise multiple linear regression.
smPtFCRegCoef Smooth the concurrent effects functions in a 'ptFCReg' object using local linear regression. The local linear regression is implemented using the function 'Lwls1D'.