Elastic Functional Data Analysis


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Documentation for package ‘fdasrvf’ version 1.4.1

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fdasrvf-package Elastic Functional Data Analysis
align_fPCA Group-wise function alignment and PCA Extractions
fdasrvf Elastic Functional Data Analysis
f_to_srvf Convert to SRVF
gauss_model Gaussian model of functional data
gradient Gradient using finite diferences
horizFPCA Horizontal Functional Principal Component Analysis
optimum.reparam Align two functions
outlier.detection Outlier Detection
rgam Random Warping
simu_data Simulated two Gaussian Dataset
simu_warp Aligned Simulated two Gaussian Dataset
smooth.data Smooth Functions
SqrtMean SRVF transform of warping functions
time_warping Group-wise function alignment
toy_data Distrubted Gaussian Peak Dataset
toy_warp Aligned Distrubted Gaussian Peak Dataset
vertFPCA Vertical Functional Principal Component Analysis