Package: rhosa 0.3.0
rhosa: Higher-Order Spectral Analysis
Higher-order spectra or polyspectra of time series, such as bispectrum and bicoherence, have been investigated in abundant literature and applied to problems of signal detection in a wide range of fields. This package aims to provide a simple API to estimate and analyze them. The current implementation is based on Brillinger and Irizarry (1998) <doi:10.1016/S0165-1684(97)00217-X> for estimating bispectrum or bicoherence, Lii and Helland (1981) <doi:10.1145/355958.355961> for cross-bispectrum, and Kim and Powers (1979) <doi:10.1109/TPS.1979.4317207> for cross-bicoherence.
Authors:
rhosa_0.3.0.tar.gz
rhosa_0.3.0.zip(r-4.5)rhosa_0.3.0.zip(r-4.4)rhosa_0.3.0.zip(r-4.3)
rhosa_0.3.0.tgz(r-4.4-any)rhosa_0.3.0.tgz(r-4.3-any)
rhosa_0.3.0.tar.gz(r-4.5-noble)rhosa_0.3.0.tar.gz(r-4.4-noble)
rhosa_0.3.0.tgz(r-4.4-emscripten)rhosa_0.3.0.tgz(r-4.3-emscripten)
rhosa.pdf |rhosa.html✨
rhosa/json (API)
NEWS
| # Install 'rhosa' in R: |
| install.packages('rhosa', repos = c('https://tabe.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/tabe/rhosa/issues
Last updated 6 months agofrom:3bd02ae454. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 31 2024 |
| R-4.5-win | OK | Oct 31 2024 |
| R-4.5-linux | OK | Oct 31 2024 |
| R-4.4-win | OK | Oct 31 2024 |
| R-4.4-mac | OK | Oct 31 2024 |
| R-4.3-win | OK | Oct 31 2024 |
| R-4.3-mac | OK | Oct 31 2024 |
Exports:bicoherencebiperiodogrambispectrumcross_bicoherencecross_bispectrumkim_and_powers_modelmode_matchingthree_channel_model
Dependencies:
Detecting quadratic phase coupling from time series data by rhosa
Rendered fromquadratic_phase_coupling.Rmdusingknitr::rmarkdownon Oct 31 2024.Last update: 2022-01-21
Started: 2020-07-21
Getting started with a simple example
Rendered fromexample.Rmdusingknitr::rmarkdownon Oct 31 2024.Last update: 2022-01-21
Started: 2022-01-13
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Estimate bicoherence from given time series data. | bicoherence |
| Calculate biperiodogram | biperiodogram |
| Estimate bispectrum from time series data. | bispectrum |
| Estimate cross-bicoherence from time series data. | cross_bicoherence |
| Estimate cross-bispectrum from time series data. | cross_bispectrum |
| A test signal of the phase coherence between three oscillators | kim_and_powers_model |
| Estimate cross-bicoherence's empirical null distribution by a mode matching method | mode_matching |
| A three-channel model of quadratic phase coupling | three_channel_model |
