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Predictive analyses were performed only on the subjects aged less than 60 to avoid the influence of aging on the model.
Robust predictive analyses use the entire model class with the probabilistic predictions of each model being weighted by its prior probability, or if structural response data is available, by its posterior probability from Bayes' Theorem for the model class.
Computerized databases are used in toxicological risk assessment both for storing data and performing predictive analyses.
Here we lay down the foundations and concepts for a 'robustness' inspired approach to predictive analyses in population ecology.
Therefore, approaches that utilize data from the entire brain, particularly in predictive analyses, may yield more reliable and applicable results.
Extension of the computational analysis, including energy-based decomposition methods, allowed rationalizing results of the predictive analyses and the immunocapture epitope mapping.
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Despite the overlap in SURFACE parameter estimates for BM simulations and our 2-peak OU model (Table 2), the application of the latter to posterior-predictive analyses revealed an early divergence pattern underlain by adaptive optima shifts that is undetectable with model fitting alone (Table 3).
Descriptive and predictive discriminant analyses were performed using brain regional metabolic data to classify according to phenotype and genotype.
For all predictive performance analyses discussed previously, we classified bands that appeared in the template-free, but not the template lane, as ambiguous and excluded these primer pairs from the analysis.
In the process of creating these maps, I geo-located villages and small towns in southern Haiti that did not previously exist in the dataset, and conducted predictive hotspot analyses to determine where the cholera outbreak may spread next.
The predictive functional analyses of the main population genomes highlighted specific metabolic pathways responsible for the AD process and the mechanisms of main intermediates production.
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