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SANple
View on CRAN: Click
here
Download and install SANple package within the R console
Install from CRAN:
install.packages("SANple")
Install from Github:
library("remotes")
install_github("cran/SANple") Install by package version:
library("remotes")
install_version("SANple", "0.2.0") Attach the package and use:
library("SANple")
Maintained by
Francesco Denti
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All associated links for this package
First Published: 2023-10-10
Latest Update: 2024-06-02
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) ,
D
How to cite:
Francesco Denti (2023). SANple: Fitting Shared Atoms Nested Models via Markov Chains Monte Carlo. R package version 0.2.0, https://cran.r-project.org/web/packages/SANple. Accessed 28 Aug. 2026.
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