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The second type of data consist of a distribution of values for each genome.
As we have 50 randomizations of each type, we generate a distribution of values for each randomization type, the mean and standard deviation of which we determine.
The abundance of each index subcategory was calculated using different sequence similarity thresholds in order to generate a distribution of values for each subcategory and to determine how these thresholds affect data interpretation (Table 2).
This in turn yields, for each selected value of νGlc(→ c), a distribution of values for the oxygen-glucose index (OGI), defined as the ratio between cerebral metabolic rates of oxygen (CMR O 2 ) and glucose (CMRGlc).
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We repeated the procedure 100 times, obtaining a distribution of values of the C-statistic for each cohort from which we can calculate means, s.d. and approximate 95% confidence intervals (CIs).
It should be recalled that the critical and the follow-up headways are stochastically distributed and should be properly represented by a distribution of values, whereas for entry capacity calculations at steady-state conditions constant values for each of them are usually incorporated into capacity models.
Given a set of FEATURE vectors, a distribution of values can then be collected for each property in each shell (see Figure 1b).
As NSAF represent percentages, all data were arsin square root-transformed to obtain a distribution of values that could be checked for normality [ 69] by using the Kolmogorov-Smirnov test at a 95% confidence interval.
There then exists a distribution of values that show the relative support for each peak from the annotation database.
A second distribution of values for sperm competitive ability (Snormal) uses a normal distribution (x = 0.5, SD = 0.12, Min. = 0.013, Max. = 0.994).
For the Jaccard index filter, the global Jaccard index in Equation (2) was calculated for a range of threshold values s, yielding a largely unimodal distribution of values for all datasets considered (Fig. 1 and Supplementary Figs S11 and S18).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com