Package: mixtools
Version: 2.0.0
Date: 2022-12-04
Title: Tools for Analyzing Finite Mixture Models
Authors@R: c(person("Derek", "Young", role = c("aut", "cre"),
	email = "derek.young@uky.edu", comment = c(ORCID = "0000-0002-3048-3803")),
	person("Tatiana", "Benaglia", role = "aut"),
	person("Didier", "Chauveau", role = "aut"),
	person("David", "Hunter", role = "aut"),
	person("Kedai", "Cheng", role = "aut"),
	person("Ryan", "Elmore", role = "ctb"),
	person("Thomas", "Hettmansperger", role = "ctb"),
	person("Hoben", "Thomas", role = "ctb"),
	person("Fengjuan", "Xuan", role = "ctb"))
Depends: R (>= 4.0.0)
Imports: kernlab, MASS, plotly, scales, segmented, stats, survival
URL: https://github.com/dsy109/mixtools
Description: Analyzes finite mixture models for various parametric and
        semiparametric settings.  This includes mixtures of parametric
        distributions (normal, multivariate normal, multinomial,
        gamma), various Reliability Mixture Models (RMMs),
        mixtures-of-regressions settings (linear regression, logistic
        regression, Poisson regression, linear regression with
        changepoints, predictor-dependent mixing proportions, random
        effects regressions, hierarchical mixtures-of-experts), and
        tools for selecting the number of components (bootstrapping the
        likelihood ratio test statistic, mixturegrams, and model
        selection criteria).  Bayesian estimation of
        mixtures-of-linear-regressions models is available as well as a
        novel data depth method for obtaining credible bands.  This
        package is based upon work supported by the National Science
        Foundation under Grant No. SES-0518772 and the Chan Zuckerberg
        Initiative: Essential Open Source Software for Science (Grant
        No. 2020-255193).
License: GPL (>= 2)
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev libssl-dev
Repository: https://dsy109.r-universe.dev
Date/Publication: 2024-06-17 14:12:59 UTC
RemoteUrl: https://github.com/dsy109/mixtools
RemoteRef: HEAD
RemoteSha: 9d58dc5a2c6e86488bac20421eea97da530c6917
NeedsCompilation: yes
Packaged: 2026-07-04 19:42:51 UTC; root
Author: Derek Young [aut, cre] (ORCID: <https://orcid.org/0000-0002-3048-3803>),
  Tatiana Benaglia [aut],
  Didier Chauveau [aut],
  David Hunter [aut],
  Kedai Cheng [aut],
  Ryan Elmore [ctb],
  Thomas Hettmansperger [ctb],
  Hoben Thomas [ctb],
  Fengjuan Xuan [ctb]
Maintainer: Derek Young <derek.young@uky.edu>