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:
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-4.4-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
Last updated 12 months agofrom:e0494f366b. Checks:OK: 4 NOTE: 5. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 07 2024 |
| R-4.5-win-x86_64 | NOTE | Nov 07 2024 |
| R-4.5-linux-x86_64 | NOTE | Nov 07 2024 |
| R-4.4-win-x86_64 | NOTE | Nov 07 2024 |
| R-4.4-mac-x86_64 | NOTE | Nov 07 2024 |
| R-4.4-mac-aarch64 | NOTE | Nov 07 2024 |
| R-4.3-win-x86_64 | OK | Nov 07 2024 |
| R-4.3-mac-x86_64 | OK | Nov 07 2024 |
| R-4.3-mac-aarch64 | OK | Nov 07 2024 |
Exports:find.peaksfit.modelGroupComparison.fnGroupplot.fnIndividualplot.fnLowPSDMFDFAMFDFAplot.fnMovingAverageMSESeriesplot.fn
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Analysis Functions of Respiratory Data | RespirAnalyzer-package RespirAnalyzer |
| An example of respiratory data | Data |
| Function to find the peak-to-peak intervals of a respiratory signal. | find.peaks |
| Function to fit the MFDFA result with the extended binomial multifractal model. | fit.model |
| Function to calculate the statistics for each Group | GroupComparison.fn |
| Function to plot the mean and error bar by group | Groupplot.fn |
| The Hurst exponent of respiratory data | HqData |
| Function to plot multiscale entropy or MFDFA results by individual. | Individualplot.fn |
| Function to calculate the power spectral density (PSD) | LowPSD |
| MultiFractal Detrended Fluctuation Analysis | MFDFA |
| Function to plot the results of MFDFA analysis | MFDFAplot.fn |
| Function to calculate Moving Average of a series | MovingAverage |
| Function to compute the multiscale entropy(MSE) | MSE |
| Function to plot series data | Seriesplot.fn |
