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Longer-term, I'm excited about projects enabling entire ecosystems to benefit from shared data and the bootstrapping of networks (non-fungible value exchange).
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More elaborate covariate model-building techniques based on the scm are available in PsN as well, such as the cross-validated scm (xv_scm), and the bootstrap of the scm (boot_scm).
In CONSEL, the test statistic of Shimodaira [ 45] was used to determine the difference in fit to data of the constrained and unconstrained trees, and the bootstrapping procedure of Shimodaira [ 45] was used to determine the significance of those differences.
Topology of the phylogenetic tree and the bootstrap values of the branch points, again indicate the occurrence of a LGT event of META/hslJ from bacteria to a trypanosomatid.
The safety nets and the bootstrap parts of the system are both being cut".
In Table 2, the PK parameter estimates, the between and within individual variability and the bootstrap analysis of the final model are provided.
The "uniform" imputation is conducted by sampling uniformly within the range of each feature per class and the "bootstrap" imputation by independent bootstrap of each variable separately per class, until all the NA values are replaced.
We then created a bootstrap sample by randomly sampling the blocks in the dataset, and computed the bootstrap replicates of the relevant summary statistics of the expression levels.
Using the energy estimate method, Sobolev embedding theorems and the bootstrap arguments, the existence of global solutions is proved when the space dimension is less than 10.
Many bootstrap trees are generated through repeated sampling and the bootstrap score (or support) of a branch in the inferred tree is computed as the proportion of the bootstrap trees that contain this branch (viewed as a bipartition of leaves).
Then we reconstructed the phylogeny with PhyML v3.0 (Guindon et al. 2010) and calculated the bootstrap values of each branch 100 times.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com