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MCMC samplers based on moves in the space of node orders (Friedman and Koller 2003; Eaton and Murphy 2007; Ellis and Wong 2008) have been shown to considerably improve the mixing of the Markov chain.
Since our main applied interest is the reconstruction of Bayesian networks with noisy genomic data, where the incorporation of prior knowledge can improve reconstruction performance, we focus our attention on MCMC approaches based on moves in network structure space.
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The other high performing approach was based on moving in the direction which led to the largest reduction in the uncertainty of the location estimate.
(2) Optimization of the peptide-backbone: The ab initio sampling protocol of the peptide backbone is performed based on moves described in detail in Rohl et al. [38].
The basic concept of quasi-Monte Carlo method is based on moving the random sample in Monte Carlo method with definite points accurately.
The two modeling approaches, based on moving boundary and discretization techniques, are compared in terms of accuracy, complexity and simulation speed.
In some countries, trading based on moving averages could not exceed the buy and hold strategy.
Using these data we estimated the mass of PCE delivered to subject residences for each year of the study period, based on residential move-in and pipe installation years.
The system can be pre-programmed with a final destination, change course based on objects moving in front of it, or follow vehicles in a convoy. .
Teachers use a hydrogen fuel cell and manipulatives to develop a model of energy transfer based on electrons moving in thermodynamically spontaneous reactions.
They have the potential to empower patients, support chronic disease self-management, and move beyond care based on episodic, in-person, and often discontinuous visits (2, 3).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com