grove (version 1.1.1)

Wavelet Functional ANOVA Through Markov Groves

Description

Functional denoising and functional ANOVA through wavelet-domain Markov groves. Fore more details see: Ma L. and Soriano J. (2018) Efficient functional ANOVA through wavelet-domain Markov groves. .

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Version

Install

install.packages('grove')

Monthly Downloads

156

Version

1.1.1

License

GPL (>= 3)

Maintainer

Li Ma

Last Published

December 10th, 2023

Functions in grove (1.1.1)

InvDWT

Inverse discrete wavelet transform

FAnova

Bayesian functional ANOVA

PlotFun

Function to plot the denoised signal

PlotStates

Function to plot the hidden states

GenerateSyntheticAnova

Generate synthetic functional ANOVA dataset

grove

grove: A package for functional denoising and functional ANOVA

Denoise

Bayesian wavelet denoising

DWT

Discrete wavelet transform