bmass

Bayesian Multivariate Analysis of Summary Statistics

CRAN Package

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.


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Insights

Last 30 days

This package has been downloaded 176 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 4 times.

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11 downloadsFeb 16, 2025
5 downloadsFeb 17, 2025
4 downloadsFeb 18, 2025
9 downloadsFeb 19, 2025
7 downloadsFeb 20, 2025
5 downloadsFeb 21, 2025
4 downloadsFeb 22, 2025
5 downloadsFeb 23, 2025
8 downloadsFeb 24, 2025
9 downloadsFeb 25, 2025
8 downloadsFeb 26, 2025
3 downloadsFeb 27, 2025
5 downloadsFeb 28, 2025
4 downloadsMar 1, 2025
4 downloadsMar 2, 2025
13 downloadsMar 3, 2025
8 downloadsMar 4, 2025
5 downloadsMar 5, 2025
2 downloadsMar 6, 2025
10 downloadsMar 7, 2025
4 downloadsMar 8, 2025
2 downloadsMar 9, 2025
5 downloadsMar 10, 2025
9 downloadsMar 11, 2025
4 downloadsMar 12, 2025
6 downloadsMar 13, 2025
3 downloadsMar 14, 2025
8 downloadsMar 15, 2025
2 downloadsMar 16, 2025
4 downloadsMar 17, 2025
0 downloadsMar 18, 2025
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0 downloadsMar 21, 2025
0 downloadsMar 22, 2025
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The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 2,104 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Jul 23, 2024 with 23 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


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Dependencies

  • Suggests3 packages