Bayesian Experimental Design for Systems Biology.

Implementation of a Bayesian active learning strategy to carry out sequential experimental design in the context of biochemical network kinetic parameter estimation. This package gathers functions and pre-computed data sets to reproduce results presented in Pauwels E. et. al published in BMC Systems Biology, 2014. Scripts are given to compute all results from scratch or to draw pictures based on pre-computed data sets.


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install.packages("pauwels2014")

1.0 by Edouard Pauwels, 3 years ago


Browse source code at https://github.com/cran/pauwels2014


Authors: Edouard Pauwels


Documentation:   PDF Manual  


GPL-3 license


Depends on deSolve, ggplot2


See at CRAN