R2GUESS: A Graphics Processing Unit-Based R Package for Bayesian Variable Selection Regression of Multivariate Responses

R2GUESS: A Graphics Processing Unit-Based R Package for Bayesian Variable Selection Regression of Multivariate Responses

Technological advances in molecular biology over the past decade have given rise to high dimensional and complex datasets offering the possibility to investigate biological associations between a range of genomic features and complex phenotypes. The analysis of this novel type of data generated unpr...

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Bibliographic Details
Main Authors: Benoît Liquet, Leonardo Bottolo, Gianluca Campanella, Sylvia Richardson, Marc Chadeau-Hyam
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2016-01-01
Series:Journal of Statistical Software
Subjects:
Bayesian variable selection
OMICs data
C++
graphics processing unit
multivariate regression
R
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/2519

Internet

https://www.jstatsoft.org/index.php/jss/article/view/2519

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