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
Config/roxygen2/version: 8.0.0
Language: en-US
Packaged: 2026-07-09 18:56:01 UTC; celebithil
Author: Daniil Popov [aut, cre]
Maintainer: Daniil Popov <popov.daniil@gmail.com>
Repository: CRAN
Date/Publication: 2026-07-09 20:50:02 UTC
Built: R 4.5.3; x86_64-w64-mingw32; 2026-07-10 23:52:35 UTC; windows
Archs: x64
