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Showing 1 to 2 of 2 for “"Variational Bayesian methods"”.
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A topic model based approach to inferring episodic directional selection in protein coding sequences
… A notable example of such techniques are the variational Bayesian methods. We show that our approach performs well in terms of specificity and power, and demonstrate its utility by applying it to some real datasets of HIV sequences.
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Fast algorithms for Bayesian variable selection
… on penalized likelihood, and the other based on Bayesian framework. We focus on the Bayesian framework in which a hierarchical prior is imposed on all unknown parameters including the unknown variable set. The Bayesian approach has many advantages, for example, we can access unknown obtain the …