Package: sshist 0.1.3
Daniil Popov
sshist: Optimal Histogram Binning Using Shimazaki-Shinomoto Method
Implements the Shimazaki-Shinomoto method for optimizing the bin width of a histogram. This method minimizes the mean integrated squared error (MISE) and features a 'C++' backend for high performance and shift-averaging to remove edge-position bias. Ideally suits for time-dependent rate estimation and identifying intrinsic data structures. Supports both 1D and 2D data distributions. For more details see Shimazaki and Shinomoto (2007) "A Method for Selecting the Bin Size of a Time Histogram" <doi:10.1162/neco.2007.19.6.1503>.
Authors:
sshist_0.1.3.tar.gz
sshist_0.1.3.tar.gz(r-4.7-arm64)sshist_0.1.3.tar.gz(r-4.7-x86_64)sshist_0.1.3.tar.gz(r-4.6-arm64)sshist_0.1.3.tar.gz(r-4.6-x86_64)
sshist_0.1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
sshist/json (API)
NEWS
| # Install 'sshist' in R: |
| install.packages('sshist', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/celebithil/sshist/issues
Last updated from:c356fc4d87. Checks:6 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 147 | ||
| linux-devel-x86_64 | OK | 122 | ||
| source / vignettes | OK | 168 | ||
| linux-release-arm64 | OK | 132 | ||
| linux-release-x86_64 | OK | 128 | ||
| wasm-release | OK | 109 |
Dependencies:Rcpp
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Plot method for sshist objects | plot.sshist |
| Plot method for sshist_2d objects | plot.sshist_2d |
| Print method for sshist objects | print.sshist |
| Print method for sshist_2d objects | print.sshist_2d |
| Optimal Histogram Binning (Shimazaki-Shinomoto Method) | sshist |
| Optimal 2D Histogram Binning (Shimazaki-Shinomoto Method) | sshist_2d |
