swh:1:snp:ffdd0a7d2c8ea15ad41d45b3b178f668bd942287
Tip revision: 4af1e2789bcea7df3c1775a53cd05b37ec3185d0 authored by Derek Young on 05 December 2022, 13:30:02 UTC
version 2.0.0
version 2.0.0
Tip revision: 4af1e27
DESCRIPTION
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)
NeedsCompilation: yes
Packaged: 2022-12-05 06:17:17 UTC; derekyoung
Author: Derek Young [aut, cre] (<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>
Repository: CRAN
Date/Publication: 2022-12-05 14:30:02 UTC