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bioconductor-basicstan

Community

Stan implementation of BASiCS

Installation

To install this package, run one of the following:

Conda
$conda install bioconda::bioconductor-basicstan

Usage Tracking

1.8.0
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Total downloads: 0

Description

Provides an interface to infer the parameters of BASiCS using the variational inference (ADVI), Markov chain Monte Carlo (NUTS), and maximum a posteriori (BFGS) inference engines in the Stan programming language. BASiCS is a Bayesian hierarchical model that uses an adaptive Metropolis within Gibbs sampling scheme. Alternative inference methods provided by Stan may be preferable in some situations, for example for particularly large data or posterior distributions with difficult geometries.

About

Summary

Stan implementation of BASiCS

Information Last Updated

Apr 22, 2025 at 15:29

License

GPL-3

Total Downloads

5.4K

Platforms

Linux 64 Version: 1.8.0
macOS 64 Version: 1.8.0