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SANvi
View on CRAN: Click
here
Download and install SANvi package within the R console
Install from CRAN:
install.packages("SANvi")
Install from Github:
library("remotes")
install_github("cran/SANvi")
Install by package version:
library("remotes")
install_version("SANvi", "0.1.1")
Attach the package and use:
library("SANvi")
Maintained by
Francesco Denti
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-10-10
Latest Update: 2023-10-10
Description:
An efficient tool for fitting the nested common and shared atoms models using variational Bayes approximate inference for fast computation. 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 analyze the results of the fitting procedure.
References:
Denti, Camerlenghi, Guindani, Mira (2023) ,
D
How to cite:
Francesco Denti (2023). SANvi: Fitting Shared Atoms Nested Models via Variational Bayes. R package version 0.1.1, https://cran.r-project.org/web/packages/SANvi. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.0 (2023-10-10 19:20)
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