Type: Package
Package: sshist
Title: Optimal Density Estimation via Shimazaki-Shinomoto Method
Version: 0.2.2
Authors@R: person("Daniil", "Popov", , "popov.daniil@gmail.com", role = c("aut", "cre"))
Description: Implements the Shimazaki-Shinomoto method for optimizing
        the bin width of histograms and the bandwidth of kernel density
        estimators. The framework minimizes the expected Mean
        Integrated Squared Error (MISE) and supports both 1D and 2D
        distributions, fixed and locally adaptive estimators, bootstrap
        confidence intervals, and 'OpenMP'-accelerated 'C++'
        'backends'. Ideally suited for time-dependent rate estimation
        and identifying intrinsic data structures. For more details see
        Shimazaki and Shinomoto (2007)
        <doi:10.1162/neco.2007.19.6.1503> and Shimazaki and Shinomoto
        (2010) <doi:10.1007/s10827-009-0180-4>.
License: GPL (>= 3)
URL: https://github.com/celebithil/sshist,
        https://www.neuralengine.org/res/histogram.html
BugReports: https://github.com/celebithil/sshist/issues
Imports: graphics, grDevices, Rcpp, stats
Suggests: boot, ggplot2, knitr, patchwork, rmarkdown, testthat
LinkingTo: Rcpp
VignetteBuilder: knitr, rmarkdown
NeedsCompilation: yes
Config/testthat/edition: 3
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
Config/roxygen2/version: 8.0.0
Language: en-US
Repository: https://celebithil.r-universe.dev
Date/Publication: 2026-07-09 17:26:09 UTC
RemoteUrl: https://github.com/celebithil/sshist
RemoteRef: HEAD
RemoteSha: 74b2028895eb94b9b2db0b0621d1266a29eefdeb
Packaged: 2026-07-09 19:20:06 UTC; root
Author: Daniil Popov [aut, cre]
Maintainer: Daniil Popov <popov.daniil@gmail.com>