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One of the options presented in the original paper [2] uses mutual information (a sampling and illumination invariant measure) and a hierarchical setup but the available implementation utilises simpler BT measure (as discussed in Section 2.2).
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When the sample sizes are small or the signal-to-noise ratios are low in one or more studies, as is typical in many meta-analyses, this assumption would allow for information pooling across genes under a hierarchical Bayes setup, which is useful in stabilizing variance estimation.
The results from the classification using the hierarchical setup were compared to the results gained by an expert manually classifying the different categories.
The key issues we hope to work on include: creating better communication and breaking down the hierarchical setup in the exam room or at the pharmacy counter; utilizing social media and technology as resources for both patients and providers (how can this serve to improve or create a partnership?), how to reach, engage, and communicate with patients who fall into the digital divide.
The hierarchical setup defines nested regions from coarse to fine, the regions are divided into subregions, and this is repeated to the desired detail level.
For example, to deal with the inflation of the error probabilities due to testing k hypotheses in the hierarchical setup, Meinshausen's hierarchical testing procedure (Meinshausen 2008) controls the family-wise error by adjusting the significance levels of single tests in the hierarchy.
However, failures of origin servers in a hierarchical origin/edge server setup is a yet unsolved open issue.
Random coefficient models emerge as natural mixed model extensions of simple linear regression models in a hierarchical (nested) data setup.
The usual setup was a hierarchical one, with different "families," or syndicates, in charge of operations in many of the major cities.
The library provides an interface for reading simulation setup files with a hierarchical structure.
A hierarchical Bayesian model is developed in the inverse problem setup.
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