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Bayesian inference of the sites of perturbations in metabolic pathways via Markov chain Monte Carlo.
Bayu Jayawardhana
Douglas B. Kell
Magnus Rattray
Published in:
Bioinform. (2008)
Keyphrases
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bayesian inference
markov chain monte carlo
metabolic pathways
gene regulatory networks
probabilistic model
biological data
hyperparameters
prior information
particle filter
gibbs sampler
bayesian networks
variational bayes
generative model
markov networks
markov chain
pairwise
expectation propagation
training data