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Violation of either model assumption will introduce deviations between expected error rates [formed by summing (1 − p) were p is the posterior probability of the call] versus observed error rates.
A commonly used loss function is the sum of squared deviations between expected and observed values (-loss, see for instance, Bohnert et al., 2009; Li et al., 2011), i.e. The choice of the loss function, however, reflects assumptions on the variance of the measurements (e.g. Nelder and Wedderburn, 1972).
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Anotation was manually supervised using the TagFinder visualizations of TimeGroups (Anotation) and Clusters (minimum three correlating fragments as unique masses for quantitication) with maximum of 5%% of time deviation between expected RI from library and measurement (Luedemann et al., 2008).
If this is the case, the two V univalents must be positioned close together on the spindle because 0/57 zim-2 metaphase I plates with 6 DAPI-staining bodies had two widely spaced lacO V) FISH foci and the deviation between expected and observed nulloV metaphase II spindles would be even greater.
The difference or deviations between the expected and real visual inputs would be used to rectify the fly's orienting.
Although there are deviations between the expected and observed in general, the two models predict rather consistent codon compositions.
To this end we calculated deviations from expected as the difference between observed frequencies and expected frequencies.
The waiting-time prediction accuracy is determined by the average deviation between the expected and actual waiting times.
All intensity ratio checks are passed if the relative deviation between the expected and the observed ion intensity ratios are within preset error windows.
To investigate whether low sequencing coverage could explain genotype mismatches and deviations from expected allele frequencies, we compared sequencing coverage between mismatched and matched genotypes and assessed the relationship between coverage and frequency deviation.
In both cases deviations from expected utility are explained by the effect of the difference between the obtained outcome and the alternative possible outcome.
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