Package: topcc 1.2
Chun-Xiao Nie
topcc: Topological Correlation Coefficient
Topological correlation coefficient is used to identify dependencies between Time-Dependent Objects and is applicable to objects such as time series, chaotic systems, and dynamic networks.
Authors:
topcc_1.2.tar.gz
topcc_1.2.tar.gz(r-4.7-any)topcc_1.2.tar.gz(r-4.6-any)
topcc_1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
topcc/json (API)
| # Install 'topcc' in R: |
| install.packages('topcc', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Datasets:
- indextest - Indextest
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:46ab7a81d3. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 101 | ||
| source / vignettes | OK | 138 | ||
| linux-release-x86_64 | OK | 98 | ||
| wasm-release | OK | 85 |
Exports:autotopcorautotopcortestlocal_shuffleparalleltopcortestsliding_window_tcc_testtcc_local_shuffletcc_local_shuffle_dist_paralleltdoshufflingtopcortopcortest
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Auto Topological Correlation Coefficient (ATCC) | autotopcor |
| Significance Test for Auto Topological Correlation Coefficient | autotopcortest |
| indextest | indextest |
| Generate local random permutation surrogates for a time series | local_shuffle |
| Significance test for TCC using shuffling (parallel version, with optional seed) | paralleltopcortest |
| Sliding window TCC significance test using local random permutation surrogates | sliding_window_tcc_test |
| Calculate TCC after local random permutation of two time series within a window | tcc_local_shuffle |
| Generate distribution of TCC values by repeatedly applying local shuffling (parallel) | tcc_local_shuffle_dist_parallel |
| Generate surrogates by shuffling (random permutation) of rows and columns. | tdoshuffling |
| Calculate Topological correlation Coefficient (TCC) between two TDOs | topcor |
| Significance test for TCC using shuffling (serial version) | topcortest |
