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A fraction of models (18%) exhibited temperature compensation with relative changes in firing rate comparable to those found experimentally (RMSD <0.5).
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On the other hand, some interactions have nonzero edge strength (Wij ≠ 0) values only in a fraction of the models (see Figure 4 figure supplement 2 for analysis of the edge distribution in models).
Note that a majority of the interactions in the prior set is sampled by only a fraction of the models; however, those interactions are not sufficiently strong and/or frequent that they are not captured in the average model.
While important, these measures only imply a fraction of a model's story, as shown by the extensive review of Geng and Hamilton [ 1].
The models permit detecting episodes of positive selection acting on a fraction of sites ("site" models) or on particular phylogenetic lineages ("branch" models), as well as a combination of both ("branch-site" models).
For example, proteins smaller than 300 amino acids will have only one model representing the gene, while larger proteins will have one model and a fraction of a second model representing its gene.
Finally, a fraction m of models are drawn at random from the population as a whole and 1 − m from the individual's own group.
The predictive power across the model library is not uniformly distributed, as the predicted values for a large fraction of model pairs are uncorrelated (yellow areas).
Despite exceptionally rich data on the NF- κB dynamics, a large fraction of model parameters remains non-identifiable.
Our method outperforms the other two by rapidly detecting pandemics in a large fraction of model runs at specificity of 99% and case reporting rate α of 0.5%.
Sales of the venerable compact are slipping in the U.S. market, down 13% so far this year and down 24% in 2013, to just 31,000 Golfs sold — a fraction of the 235,000 Ford Focus models in the same period.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com