Package: nrMCmix
Type: Package
Title: Non-Reversible Markov Chains for Bayesian Mixture Models
Version: 0.3
Date: 2026-10-13
Authors@R: c(person("Filippo", "Ascolani",
           email = "filippo.ascolani@duke.edu",
           role = "aut",
           comment = c(ORCID = "0009-0009-3899-8877")),
    person("Paolo", "Manildo",
           email = "paolo.manildo@studenti.unipd.it",
           role = c("aut", "cre"),
           comment = c(ORCID = "0009-0006-7056-7012")),
    person("Giacomo", "Zanella",
           email = "giacomo.zanella@unibocconi.it",
           role = "aut",
           comment = c(ORCID = "0000-0001-6727-9884")))
Description: Provides Bayesian inference for finite and infinite
        mixture models using Markov chain Monte Carlo (MCMC) methods.
        Supports Gaussian, multivariate Gaussian, Poisson, Binomial,
        and multivariate Bernoulli mixture kernels with different
        covariance structures and flexible prior specifications.
        Provides tools for data generation, posterior density
        evaluation, clustering and similarity analysis, and advanced
        MCMC sampling strategies, including reversible and
        non-reversible samplers: Ascolani et al. (2026)
        <doi:10.48550/arXiv.2510.03226>, informed proposals: Zanella
        (2020) <doi:10.1080/01621459.2019.1585255>, collapsed Gibbs
        sampling: Diebolt and Robert (1994)
        <doi:10.1111/j.2517-6161.1994.tb01985.x>, and split-and-merge
        samplers: Dahl and Newcomb (2021)
        <doi:10.1080/00949655.2021.1998502>.
License: MIT + file LICENSE
Encoding: UTF-8
Depends: R (>= 4.1.0)
Imports: base, coda, graphics, grDevices, fields, ggplot2, salso, Rcpp
        (>= 1.0.12), Rdpack, stats
RdMacros: Rdpack
LinkingTo: Rcpp, RcppArmadillo
Suggests: knitr, rmarkdown, bmixture, datasets
RoxygenNote: 7.3.1
VignetteBuilder: knitr
NeedsCompilation: yes
Packaged: 2026-10-22 15:38:16 UTC; root
Author: Filippo Ascolani [aut] (ORCID:
        <https://orcid.org/0009-0009-3899-8877>), Paolo Manildo [aut,
        cre] (ORCID: <https://orcid.org/0009-0006-7056-7012>), Giacomo
        Zanella [aut] (ORCID: <https://orcid.org/0000-0001-6727-9884>)
Maintainer: Paolo Manildo <paolo.manildo@studenti.unipd.it>
Repository: https://cran.r-universe.dev
Date/Publication: 2026-10-22 15:24:36 UTC
RemoteUrl: https://github.com/cran/nrMCmix
RemoteRef: HEAD
RemoteSha: 4c7dcc5d817d6c702b24c3e6e49f0dbf9e9fb6dc