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Perform Bayesian variable selection for highdimensional nonlinear systems and also can be used to test nonlinearity for a general regression problem. The computation can be accelerated using multiple CPUs. You can refer to <doi:10.1080/01621459.2017.1409122> for more detail.
Package details 


Author  Bochao Jia [ctb, aut, cre, cph], Faming Liang [ctb], Robert Gentleman [cph], Ross Ihaka [cph], The R Core Team [cph] 
Maintainer  Bochao Jia <jbc409@ufl.edu> 
License  GPL2 
Version  1.0.2 
Package repository  View on CRAN 
Installation 
Install the latest version of this package by entering the following in R:

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