Implements the Shimazaki-Shinomoto method (2007) <doi:10.1162/neco.2007.19.6.1503> 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.
| Version: | 0.1.1 |
| Imports: | graphics, grDevices, Rcpp, stats |
| LinkingTo: | Rcpp |
| Suggests: | ggplot2, knitr, rmarkdown |
| Published: | 2026-02-12 |
| DOI: | 10.32614/CRAN.package.sshist (may not be active yet) |
| Author: | Daniil Popov [aut, cre] |
| Maintainer: | Daniil Popov <popov.daniil at gmail.com> |
| BugReports: | https://github.com/celebithil/sshist/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/celebithil/sshist, https://www.neuralengine.org/res/histogram.html |
| NeedsCompilation: | yes |
| Materials: | README, NEWS |
| CRAN checks: | sshist results |
| Reference manual: | sshist.html , sshist.pdf |
| Vignettes: |
Introduction to sshist (source, R code) |
| Package source: | sshist_0.1.1.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): sshist_0.1.1.tgz, r-oldrel (arm64): sshist_0.1.1.tgz, r-release (x86_64): not available, r-oldrel (x86_64): sshist_0.1.1.tgz |
Please use the canonical form https://CRAN.R-project.org/package=sshist to link to this page.