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)
- Version1.0.3
- R version≥ 3.3.0
- LicenseGPL (≥ 3)
- Needs compilation?No
- bmass citation info
- Last release05/17/2019
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Team
Michael Turchin
Matthew Stephens
Show author detailsRolesAuthorPeter Carbonetto
Show author detailsRolesContributor
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- Depends1 package
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- Suggests3 packages