Package: bmass 1.0.3

Michael Turchin

bmass: Bayesian Multivariate Analysis of Summary Statistics

Multivariate tool for analyzing genome-wide association study results in the form of univariate summary statistics. The goal of 'bmass' is to comprehensively test all possible multivariate models given the phenotypes and datasets provided. Multivariate models are determined by assigning each phenotype to being either Unassociated (U), Directly associated (D) or Indirectly associated (I) with the genetic variant of interest. Test results for each model are presented in the form of Bayes factors, thereby allowing direct comparisons between models. The underlying framework implemented here is based on the modeling developed in "A Unified Framework for Association Analysis with Multiple Related Phenotypes", M. Stephens (2013) <doi:10.1371/journal.pone.0065245>.

Authors:Michael Turchin [aut, cre], Matthew Stephens [aut], Peter Carbonetto [ctb]

bmass_1.0.3.tar.gz
bmass_1.0.3.zip(r-4.5)bmass_1.0.3.zip(r-4.4)bmass_1.0.3.zip(r-4.3)
bmass_1.0.3.tgz(r-4.5-any)bmass_1.0.3.tgz(r-4.4-any)bmass_1.0.3.tgz(r-4.3-any)
bmass_1.0.3.tar.gz(r-4.5-noble)bmass_1.0.3.tar.gz(r-4.4-noble)
bmass_1.0.3.tgz(r-4.4-emscripten)bmass_1.0.3.tgz(r-4.3-emscripten)
bmass.pdf |bmass.html
bmass/json (API)
NEWS

# Install 'bmass' in R:
install.packages('bmass', repos = c('https://mturchin20.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/mturchin20/bmass/issues

Datasets:

On CRAN:

5.00 score 10 stars 167 downloads 1 mentions 4 exports 0 dependencies

Last updated 4 years agofrom:3721784885. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 26 2025
R-4.5-winOKJan 26 2025
R-4.5-macOKJan 26 2025
R-4.5-linuxOKJan 26 2025
R-4.4-winOKJan 26 2025
R-4.4-macOKJan 26 2025
R-4.3-winOKJan 26 2025
R-4.3-macOKJan 26 2025

Exports:bmassGetMarginalPosteriorsGetModelPriorMatrixGetTopModelsPerSNPViaPosteriors

Dependencies:

bmass Introduction -- Real Data

Rendered frombmassIntro.2.RealData.Rmdusingknitr::rmarkdownon Jan 26 2025.

Last update: 2019-05-17
Started: 2019-03-14

bmass Introduction -- Simulated Data

Rendered frombmassIntro.1.SimulatedData.Rmdusingknitr::rmarkdownon Jan 26 2025.

Last update: 2019-05-17
Started: 2019-03-14