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-4.7-any)bmass_1.0.3.zip(r-4.6-any)bmass_1.0.3.zip(r-4.5-any)
bmass_1.0.3.tgz(r-4.6-any)bmass_1.0.3.tgz(r-4.5-any)
bmass_1.0.3.tar.gz(r-4.7-any)bmass_1.0.3.tar.gz(r-4.6-any)
bmass_1.0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
bmass/json (API)

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

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

Datasets:

On CRAN:

Conda:

5.04 score 11 stars 346 downloads 1 mentions 4 exports 0 dependencies

Last updated from:3721784885. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK107
source / vignettesOK157
linux-releaseOK108
macos-releaseOK143
macos-oldrelOK152
windows-develOK66
windows-releaseOK75
windows-oldrelOK58
wasm-releaseOK80

Exports:bmassGetMarginalPosteriorsGetModelPriorMatrixGetTopModelsPerSNPViaPosteriors

Dependencies:

bmass Introduction -- Real Data
Downloading GlobalLipids2013 | Formatting & QC'ing our dataset | Running bmass | Accessing & exploring results | NewSNPs | PreviousSNPs | MarginalSNPs | ZScoresCorMatrix | Models | ModelPriors | GWASlogBFMinThreshold

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

bmass Introduction -- Simulated Data
Running bmass | Exploring basic results

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