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RespirAnalyzer (version 1.0.2)

Analysis Functions of Respiratory Data

Description

Provides functions for the complete analysis of respiratory data. Consists of a set of functions that allow to preprocessing respiratory data, calculate both regular statistics and nonlinear statistics, conduct group comparison and visualize the results. Especially, Power Spectral Density ('PSD') (A. Eke (2000) ), 'MultiScale Entropy(MSE)' ('Madalena Costa(2002)' ) and 'MultiFractal Detrended Fluctuation Analysis(MFDFA)' ('Jan W.Kantelhardt' (2002) ) were applied for the analysis of respiratory data.

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Version

Install

install.packages('RespirAnalyzer')

Monthly Downloads

178

Version

1.0.2

License

MIT + file LICENSE

Maintainer

Xinzheng Dong

Last Published

July 8th, 2023

Functions in RespirAnalyzer (1.0.2)

Groupplot.fn

Function to plot the mean and error bar by group
HqData

The Hurst exponent of respiratory data
MFDFA

MultiFractal Detrended Fluctuation Analysis
fit.model

Function to fit the MFDFA result with the extended binomial multifractal model.
MovingAverage

Function to calculate Moving Average of a series
Seriesplot.fn

Function to plot series data
Data

An example of respiratory data
MSE

Function to compute the multiscale entropy(MSE)
find.peaks

Function to find the peak-to-peak intervals of a respiratory signal.
MFDFAplot.fn

Function to plot the results of MFDFA analysis
RespirAnalyzer-package

tools:::Rd_package_title("RespirAnalyzer")
LowPSD

Function to calculate the power spectral density (PSD)
Individualplot.fn

Function to plot multiscale entropy or MFDFA results by individual.
GroupComparison.fn

Function to calculate the statistics for each Group