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Learning causal networks from systems biology time course data: an effective model selection procedure for the vector autoregressive process.
Rainer Opgen-Rhein
Korbinian Strimmer
Published in:
BMC Bioinform. (2007)
Keyphrases
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prior knowledge
data sets
bayesian methods
prior information
learning algorithm
data analysis
high throughput
probability distribution
high dimensional data
network model
network structure
probabilistic model
data sources
statistical methods
parameter estimation
biological data
causal networks