Type: Package
Package: meteorits
Title: Mixture-of-Experts Modeling for Complex Non-Normal Distributions
Version: 0.1.1
Authors@R: c(person("Faicel", "Chamroukhi", role = c("aut"),
    comment = c(ORCID = "0000-0002-5894-3103"),
    email = "faicel.chamroukhi@unicaen.fr"),
    person("Florian", "Lecocq", role = c("aut","trl","cre"), comment = "R port",
    email = "florian.lecocq@outlook.com"),
    person("Marius", "Bartcus", role = c("aut","trl"), comment = "R port",
    email = "marius.bartcus@gmail.com"))
Description: Provides a unified mixture-of-experts (ME) modeling and 
    estimation framework with several original and flexible ME models to 
    model, cluster and classify heterogeneous data in many complex 
    situations where the data are distributed according to non-normal, 
    possibly skewed distributions, and when they might be corrupted by 
    atypical observations. Mixtures-of-Experts models for complex and 
    non-normal distributions ('meteorits') are originally introduced and 
    written in 'Matlab' by Faicel Chamroukhi. The references are mainly the 
    following ones. The references are mainly the following ones.
    Chamroukhi F., Same A., Govaert, G. and Aknin P. (2009) <doi:10.1016/j.neunet.2009.06.040>.
    Chamroukhi F. (2010) <https://chamroukhi.com/FChamroukhi-PhD.pdf>.
    Chamroukhi F. (2015) <arXiv:1506.06707>.
    Chamroukhi F. (2015) <https://chamroukhi.com/FChamroukhi-HDR.pdf>.
    Chamroukhi F. (2016) <doi:10.1109/IJCNN.2016.7727580>.
    Chamroukhi F. (2016) <doi:10.1016/j.neunet.2016.03.002>.
    Chamroukhi F. (2017) <doi:10.1016/j.neucom.2017.05.044>.
URL: https://github.com/fchamroukhi/MEteorits
BugReports: https://github.com/fchamroukhi/MEteorits/issues
License: GPL (>= 3)
Depends: R (>= 2.10)
Imports: pracma, methods, stats, MASS, Rcpp
Suggests: knitr, rmarkdown
LinkingTo: Rcpp, RcppArmadillo
Collate: meteorits-package.R RcppExports.R logsumexp.R utils.R
        sampleUnivNMoE.R sampleUnivSNMoE.R sampleUnivStMoE.R
        sampleUnivTMoE.R ParamSNMoE.R ParamStMoE.R ParamTMoE.R
        ParamNMoE.R StatSNMoE.R StatStMoE.R StatTMoE.R StatNMoE.R
        ModelSNMoE.R ModelStMoE.R ModelTMoE.R ModelNMoE.R emSNMoE.R
        emStMoE.R emTMoE.R emNMoE.R data-tempanomalies.R
VignetteBuilder: knitr
Encoding: UTF-8
LazyData: true
RoxygenNote: 6.1.1
NeedsCompilation: yes
Packaged: 2020-01-10 13:06:19 UTC; lecocq191
Author: Faicel Chamroukhi [aut] (<https://orcid.org/0000-0002-5894-3103>),
  Florian Lecocq [aut, trl, cre] (R port),
  Marius Bartcus [aut, trl] (R port)
Maintainer: Florian Lecocq <florian.lecocq@outlook.com>
Repository: CRAN
Date/Publication: 2020-01-10 16:00:02 UTC
Built: R 4.2.3; x86_64-w64-mingw32; 2024-04-24 01:15:56 UTC; windows
ExperimentalWindowsRuntime: ucrt
Archs: x64
