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Figure 7 shows results of the ChIP evaluation based on the MAP regulator configuration for every gene, ranked by the posterior probability of this most probable model.
To identify the most probable model, we computed the posterior probability of the three scenarios above using a logistic regression approach on the first 1% simulations (Fagundes et al. 2007; Beaumont 2008).
They can be estimated by (see [ 19]) (6) Once the probability of the model is known, we can select the most probable model from a set of competitive models using the Bayes factor BF = p(Y | M i )/ p(Y | M j ).
The most probable model is chosen according to a decision algorithm.
This distributed advertising model across a widget network seems like a probable model for the other players like RockYou and Slide, when they finally decide turn on the revenue spigot across the networks they've built.
A probable model for strong hydrogen bonding interaction between acidic silanol group present at nano CaCO3 surface and chlorine atom in CR is shown in Scheme 2.
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This film is also much influenced by revenge westerns, its probable models being Eastwood's Hang ' Em High and High Plains Drifter, as well as by Peckinpah's Straw Dogs and horror flicks of the Halloween kind.
Each docking returned the 100 most probable models from unbound monomer components.
Thus, future work should center on finding probable models that relate phylogenetic differentiation with actual niche and functional differences.
The energetically most probable models, according to the Rosetta energy function, were then identified, reducing the set to 200000 models per domain.
In the early stages of the run the algorithm locates a region of the model space that contains highly probable models, much as in standard SSVS.
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