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Conducts linear regression using variational Bayesian inference, particularly optimized for genomewide association mapping and wholegenome prediction which use a number of DNA markers as the explanatory variables. Provides seven regression models which select the important variables (i.e., the variables related to response variables) among the given explanatory variables in different ways (i.e., model structures).
Package details 


Author  Akio Onogi [aut, cre, cph], Hiroyoshi Iwata [cph], Takuji Nishimura [ctb] (Developer of Mersenne twister in header1.h), Makoto Matsumoto [ctb] (Developer of Mersenne twister in header1.h), STRUCTURE software contributors [ctb] (Provide snorm and RNormal functions in header2.h), Alan Miller [ctb] (Program mylgamma function in header2.h), Peter Beerli [ctb] (Translate mylgamma function in header2.h) 
Maintainer  Akio Onogi <onogiakio@gmail.com> 
License  MIT + file LICENSE 
Version  1.1.4 
Package repository  View on CRAN 
Installation 
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