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Therefore, the joint distribution of Pol II binding quantity is modeled by a mixture of uniform binding events (p = 0) and differential binding events (p = 1).
Unlike most other shrinkage approaches, the use of a mixture of uniform priors provides a coherent framework for inference based on Bayes factors.
The distribution of p-values from multiple testing can be modeled by the mixture of uniform distribution and some other well-defined distribution such as Beta distribution [ 5].
If T K is a union of distinct topologies then we let our prior be an equally weighted finite mixture of uniform densities over large boxes in each topology.
Genomic estimated breeding values using the mixture of uniform priors compared well to other approaches for both data sets and loss of accuracy with the generalized expectation-maximization algorithm was small as compared to that with MCMC.
In particular, the commonly-used 20% mixture of uniform label + 80% natural label was shown computationally and experimentally to resolve significantly fewer reaction fluxes than either [1-C] glucose or [6-C] glucose.
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For Picture Post, he invoked the socialist Poum militia in Spain (Orwell's own corps) as a model for the Home Guard: "Superficially alike in mixture of uniforms… in shortage of weapons and ammunition, in hasty and incomplete organisation… they seemed to me more fundamentally alike in their serious eagerness to learn, their resolve to meet and defeat all difficulties".
To implement simulation-based computation for models with EP errors, one may use representations of the EP distribution as a scale mixture of normals (West 1987) or as a scale mixture of uniforms (Walker and Gutiérrez-Peña 1999).
Release kinetics from mixtures of uniform microspheres corresponded to mass-weighted averages of the individual microsphere release kinetics.
Appropriate mixtures of uniform microspheres were identified that provided constant (zero-order) release of rhodamine and piroxicam for 8 and 14 days, respectively.
As a consequence, we found that our trained CVQ outperforms not only KLT-based coding but also non-structured VQ in the case of high bit-rate coding of linear mixtures of uniform sources.
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