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To estimate the error introduced by this assumption, the amount of curvature was quantified from live-cell images of seven putative axons and incorporated into the distribution of distances used during bootstrapping (Supplementary Fig. S2).
Note that the public keys are required only during bootstrapping to establish initial trust; thereafter shared symmetric keys are used for data encryption.
The data in figure 3 seem to indicate that in general during bootstrapping a similar phylogenetic tree was returned.
We apply two methods that use the information collected during bootstrapping: BBFR and BBOD.
However, the user can change the bootstrap settings given the program the possibility to change zeros by 0.5 or 1 during bootstrapping, as suggested by Coyne et al. [ 6].
This ultimately skews VQSR based on the annotations used to hard filter the variants during bootstrapping, but communities lacking sufficient data sources may find this procedure to be an acceptable alternative.
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If under-represented in the processes examined, these genes would introduce negative bias into the null distribution (and therefore increase the number of statistically significant outliers) when randomly sampled during bootstrapped significance testing.
Let D i, i ∈ { 1, 2, …, m } be the subsets of D obtained during bootstrap iteration i.
For each drug we assigned a probability distribution to the outcome of the classier basing on the frequencies collected during bootstrap.
From a theoretical point of view, the question of the optimal number of bootstrap replicates is easier to solve than that of the optimal heuristic search strategy to be applied during bootstrap replicates of cladistic analyses.
"Rogue" taxa, defined as those that have an unstable position in topological trees (Wilkinson 1996), can obscure relationships that are consistently recovered during bootstrap and Bayesian analyses (Aberer et al. 2013).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com