Package: SANple
Type: Package
Title: Fitting Shared Atoms Nested Models via Markov Chains Monte Carlo
Version: 0.1.1
Date: 2024-06-02
Authors@R: c(
    person("Francesco", "Denti", ,"francescodenti.personal@gmail.com", 
    role = c("aut","cre"),
    comment = c(ORCID = "0000-0003-2978-4702")),
    person("Laura", "D'Angelo", ,"laura.dangelo@live.com", 
    role = c("aut", "cph"),
    comment = c(ORCID = "0000-0001-5034-7414"))
  )
Maintainer: Francesco Denti <francescodenti.personal@gmail.com>
URL: https://github.com/laura-dangelo/SANple
BugReports: https://github.com/laura-dangelo/SANple/issues
Description: Estimate Bayesian nested mixture models via Markov Chain Monte Carlo methods. Specifically, the package implements the common atoms model (Denti et al., 2023), its finite version (D'Angelo et al., 2023), and a hybrid finite-infinite model. 
             All models use Gaussian mixtures with a normal-inverse-gamma prior distribution on the parameters. Additional functions are provided to help analyzing the results of the fitting procedure.  
             References:  
             Denti, Camerlenghi, Guindani, Mira (2023) <doi:10.1080/01621459.2021.1933499>,   
             D’Angelo, Canale, Yu, Guindani (2023) <doi:10.1111/biom.13626>.
License: MIT + file LICENSE
Imports: Rcpp, salso
Depends: scales, RColorBrewer
LinkingTo: Rcpp, RcppArmadillo, RcppProgress
RoxygenNote: 7.3.1
Encoding: UTF-8
NeedsCompilation: yes
Packaged: 2024-06-02 12:09:35 UTC; francescodenti
Author: Francesco Denti [aut, cre] (<https://orcid.org/0000-0003-2978-4702>),
  Laura D'Angelo [aut, cph] (<https://orcid.org/0000-0001-5034-7414>)
Repository: CRAN
Date/Publication: 2024-06-02 13:00:02 UTC
Built: R 4.5.0; x86_64-apple-darwin20; 2025-04-02 06:43:37 UTC; unix
Archs: SANple.so.dSYM
