Package: AdaptGauss
Type: Package
Title: Gaussian Mixture Models (GMM)
Version: 1.5.8
Date: 2022-10-15
Authors@R: c(person("Michael", "Thrun", email= "m.thrun@gmx.net",role=c("aut","cre"), comment = c(ORCID = "0000-0001-9542-5543")),person("Onno", "Hansen-Goos",role=c("aut","rev")),person("Rabea", "Griese",role=c("ctr","ctb")),person("Catharina", "Lippmann",role=c("ctr")),person("Florian", "Lerch",role=c("ctb","rev")),person("Quirin", "Stier",role=c("ctb","rev")),person("Jorn", "Lotsch",role=c("dtc","rev","fnd","ctb")),person("Alfred", "Ultsch",role=c("aut","cph","ths")))
Maintainer: Michael Thrun <m.thrun@gmx.net>
Description: Multimodal distributions can be modelled as a mixture of
        components. The model is derived using the Pareto Density
        Estimation (PDE) for an estimation of the pdf. PDE has been
        designed in particular to identify groups/classes in a dataset.
        Precise limits for the classes can be calculated using the
        theorem of Bayes. Verification of the model is possible by QQ
        plot, Chi-squared test and Kolmogorov-Smirnov test. The package
        is based on the publication of Ultsch, A., Thrun, M.C.,
        Hansen-Goos, O., Lotsch, J. (2015) <DOI:10.3390/ijms161025897>.
Imports: Rcpp, shiny, pracma, methods, DataVisualizations
Suggests: mclust, grid, foreach, dqrng, parallelDist, knitr (>= 1.12),
        rmarkdown (>= 0.9), reshape2, ggplot2, plotly
LinkingTo: Rcpp
Depends: R (>= 2.10)
License: GPL-3
LazyLoad: yes
URL: https://www.uni-marburg.de/fb12/datenbionik/software-en
Encoding: UTF-8
NeedsCompilation: yes
VignetteBuilder: knitr
BugReports: https://github.com/Mthrun/AdaptGauss/issues
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev zlib1g-dev
Repository: https://mthrun.r-universe.dev
Date/Publication: 2023-07-14 09:28:26 UTC
RemoteUrl: https://github.com/mthrun/adaptgauss
RemoteRef: HEAD
RemoteSha: d0a5d20d90eb51faf41af16c01a507d6e41d9416
Packaged: 2026-06-22 11:53:13 UTC; root
Author: Michael Thrun [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-9542-5543>),
  Onno Hansen-Goos [aut, rev],
  Rabea Griese [ctr, ctb],
  Catharina Lippmann [ctr],
  Florian Lerch [ctb, rev],
  Quirin Stier [ctb, rev],
  Jorn Lotsch [dtc, rev, fnd, ctb],
  Alfred Ultsch [aut, cph, ths]