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.
| Version: | 1.0.2 |
| Depends: | R (≥ 3.5.0) |
| Imports: | Rcpp (≥ 1.0.2), signal, pracma |
| LinkingTo: | Rcpp |
| Published: | 2023-07-08 |
| DOI: | 10.32614/CRAN.package.RespirAnalyzer |
| Author: | Xiaohua Douglas Zhang [aut, cph], Teng Zhang [aut], Xinzheng Dong [aut, cre] |
| Maintainer: | Xinzheng Dong <dong.xinzheng at foxmail.com> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | yes |
| CRAN checks: | RespirAnalyzer results |
| Reference manual: | RespirAnalyzer.pdf |
| Package source: | RespirAnalyzer_1.0.2.tar.gz |
| Windows binaries: | r-devel: RespirAnalyzer_1.0.2.zip, r-release: RespirAnalyzer_1.0.2.zip, r-oldrel: RespirAnalyzer_1.0.2.zip |
| macOS binaries: | r-devel (arm64): RespirAnalyzer_1.0.2.tgz, r-release (arm64): RespirAnalyzer_1.0.2.tgz, r-oldrel (arm64): RespirAnalyzer_1.0.2.tgz, r-devel (x86_64): RespirAnalyzer_1.0.2.tgz, r-release (x86_64): RespirAnalyzer_1.0.2.tgz, r-oldrel (x86_64): RespirAnalyzer_1.0.2.tgz |
| Old sources: | RespirAnalyzer archive |
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