CRAN/E | SANple

SANple

Fitting Shared Atoms Nested Models via Markov Chains Monte Carlo

Installation

About

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.

github.com/laura-dangelo/SANple
Bug report File report

Key Metrics

Version 0.1.1
Published 2024-06-02 15 days ago
Needs compilation? yes
License MIT
License File
CRAN checks SANple results

Downloads

Yesterday 1 0%
Last 7 days 92 -39%
Last 30 days 288 +79%
Last 90 days 581 +16%
Last 365 days 1.466

Maintainer

Maintainer

Francesco Denti

Authors

Francesco Denti

aut / cre

Laura D'Angelo

aut / cph

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

SANple archive

Depends

scales
RColorBrewer

Imports

Rcpp
salso

LinkingTo

Rcpp
RcppArmadillo
RcppProgress