Causal Queries from Observational Data in Biological Systems via Bayesian Networks: An Empirical Study in Small Networks
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Publisher
Springer New York
Link
http://link.springer.com/content/pdf/10.1007/978-1-4939-8882-2_5
Reference149 articles.
1. Scutari M (2010) Learning Bayesian Networks with the bnlearn R Package. J Stat Softw 35(3):1–22
2. Scutari M, Denis JB (2014) Bayesian networks: with examples in R. Texts in statistical science. CRC Press: Taylor & Francis Group, Boca Raton
3. Edwards JS, Palsson BO (1999) Systems properties of the Haemophilus influenzae Rd metabolic genotype. J Biol Chem 274(25):17410–17416
4. Kitano H (2002) Systems biology: a brief overview. Science 295(2):1662–1664
5. Noble D (2006) The music of life: biology beyond genes. Oxford University Press, Oxford
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