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Thereafter the categories were matched with the prior identified themes in accordance with the objectives using a text matrix to facilitate analysis.
Then, in a regional-level network connectivity analysis, we compared the degree and centrality of the prior identified abnormal regions (reflecting the connections and roles of a region, respectively, see Section 2), which could help elucidate whether volumetric changes in GM (i.e., GM reduction) were a consequence of the lack of connecting fiber bundles.
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The problem of the priors identifies an important issue between the Subjective and Objective Bayesians.
The DP prior identifies significant local regions of unknown parameter space before proceeding to the posterior analyses.
In the last two experiments, hydrogen-related and acid-tolerant knowledge priors identified using the statistical Student's t-Test and our method for discovery of phenotype-related metabolic pathways [ 8] method were incorporated into the algorithm and clusters were analyzed.
Incorporation of acid-tolerant knowledge priors identified by the Student's t-Test and Schmidt et al [ 8] for the dark fermentative, acid-tolerant, hydrogen producing bacterium, Clostridium acetobutylicum resulted in identification of 889 dense, enriched protein-protein clusters (see Additional File 2).
The prior discussion identifies two distinct sources for that disquiet.
Using the Prior genotypes, we identified a single significant locus, while using the MDA genotypes, we identified four additional loci at genome-wide significance (P < 4.1E-6), as determined previously for the HMDP (Kang et al. 2008; Bennett et al. 2010).
Findings indicated that much of the prior literature has identified components of the process but few studies have looked at the process itself.
This hypothesis does not, however, confirm that the prior epidemiological association identified between clade 8 strains and HUS [5] was due to variable Stx2 production.
Then, using the prior variance, we identified DEGs in small sample-sized test datasets using the Baldi's framework.
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