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Sparse graphical models for cancer signalling

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Figure

Figure 2.2: The EGF (ErbB) signalling pathway.surface receptors, leading to their activation
Figure 2.9: Example of a 5-node Bayesian network (BN). The edge structureof the BN enables the joint distribution over all variables X1,...,X5 to be factorisedinto a product of local conditional distributions (see (2.40) and (2.41)).
Figure 2.10: Equivalence of BNs. Four 3-node BNs are shown, each with thesame skeleton structure
Figure 2.11: CPDAG for the equivalence class containing the BN in Fig-ure 2.9.
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