Package: RespirAnalyzer 1.0.2

RespirAnalyzer: Analysis Functions of Respiratory Data

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) <doi:10.1007/s004249900135>), 'MultiScale Entropy(MSE)' ('Madalena Costa(2002)' <doi:10.1103/PhysRevLett.89.068102>) and 'MultiFractal Detrended Fluctuation Analysis(MFDFA)' ('Jan W.Kantelhardt' (2002) <doi:10.1016/S0378-4371(02)01383-3>) were applied for the analysis of respiratory data.

Authors:Xiaohua Douglas Zhang [aut, cph], Teng Zhang [aut], Xinzheng Dong [aut, cre]

RespirAnalyzer_1.0.2.tar.gz
RespirAnalyzer_1.0.2.zip(r-4.5)RespirAnalyzer_1.0.2.zip(r-4.4)RespirAnalyzer_1.0.2.zip(r-4.3)
RespirAnalyzer_1.0.2.tgz(r-4.5-x86_64)RespirAnalyzer_1.0.2.tgz(r-4.5-arm64)RespirAnalyzer_1.0.2.tgz(r-4.4-x86_64)RespirAnalyzer_1.0.2.tgz(r-4.4-arm64)RespirAnalyzer_1.0.2.tgz(r-4.3-x86_64)RespirAnalyzer_1.0.2.tgz(r-4.3-arm64)
RespirAnalyzer_1.0.2.tar.gz(r-4.5-noble)RespirAnalyzer_1.0.2.tar.gz(r-4.4-noble)
RespirAnalyzer_1.0.2.tgz(r-4.4-emscripten)RespirAnalyzer_1.0.2.tgz(r-4.3-emscripten)
RespirAnalyzer.pdf |RespirAnalyzer.html
RespirAnalyzer/json (API)

# Install 'RespirAnalyzer' in R:
install.packages('RespirAnalyzer', repos = c('https://dongxinzheng.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/dongxinzheng/respiranalyzer/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • Data - An example of respiratory data
  • HqData - The Hurst exponent of respiratory data

On CRAN:

Conda:

cpp

2.70 score 206 downloads 11 exports 4 dependencies

Last updated 1 years agofrom:e0494f366b. Checks:4 OK, 8 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 07 2025
R-4.5-win-x86_64NOTEMar 07 2025
R-4.5-mac-x86_64NOTEMar 07 2025
R-4.5-mac-aarch64NOTEMar 07 2025
R-4.5-linux-x86_64NOTEMar 07 2025
R-4.4-win-x86_64NOTEMar 07 2025
R-4.4-mac-x86_64NOTEMar 07 2025
R-4.4-mac-aarch64NOTEMar 07 2025
R-4.4-linux-x86_64NOTEMar 07 2025
R-4.3-win-x86_64OKMar 07 2025
R-4.3-mac-x86_64OKMar 07 2025
R-4.3-mac-aarch64OKMar 07 2025

Exports:find.peaksfit.modelGroupComparison.fnGroupplot.fnIndividualplot.fnLowPSDMFDFAMFDFAplot.fnMovingAverageMSESeriesplot.fn

Dependencies:MASSpracmaRcppsignal