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The package offers four network inference statistical models using Dynamic Bayesian Networks and Gibbs Variable Selection: a linear interaction model, two linear interaction models with added experimental noise (Gaussian and Student distributed) for the case where replicates are available and a nonlinear interaction model.
Package details 


Author  Edward Morrissey 
Bioconductor views  Bayesian GeneExpression GeneRegulation GraphAndNetwork Network NetworkInference TimeCourse 
Maintainer  Edward Morrissey <edward.morrissey@gmail.com> 
License  GPL (>= 2) 
Version  1.40.0 
Package repository  View on Bioconductor 
Installation 
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