USCbiostats/HiLDA: Conducting statistical inference on comparing the mutational exposures of mutational signatures by using hierarchical latent Dirichlet allocation

A package built under the Bayesian framework of applying hierarchical latent Dirichlet allocation. It statistically tests whether the mutational exposures of mutational signatures (Shiraishi-model signatures) are different between two groups. The package also provides inference and visualization.

Getting started

Package details

Bioconductor views Bayesian Sequencing Software SomaticMutation StatisticalMethod
Maintainer
LicenseGPL-3
Version1.7.6
URL https://github.com/USCbiostats/HiLDA https://doi.org/10.1101/577452
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("USCbiostats/HiLDA")
USCbiostats/HiLDA documentation built on Oct. 15, 2021, 10:22 a.m.