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And philosophers have worried that, if perceiving consists of inferring from some mental representations to others, perception won't ever make contact with a mind-independent world.
Common practice consists of inferring design levels from historical observations and assuming the distribution of extreme values to be stationary.
The wind field simulation is based on the algorithm suggested by Vanmarcke et al. (1993) which consists of inferring correlated data series in a number of target points across a region bounded by a number of stations in which the characteristics of the random signal are known.
Inference within the hCSI model consists of inferring parental structure, hyperparent structure, GP hyperparameters and inverse temperature hyperparameters for each node in the network.
A data-driven approach for model construction consists of inferring the model structure and model parameters from measurement data, which in the case of gene regulation most commonly are gene expression measurements obtained with microarray technology.
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The method, based on the combination of analytical and numerical methods, solves the inverse problem consisting of inferring the composition profile of a depth-graded multilayer coating.
This sub-challenge consisted of inferring directed networks, however, with the static nature of the provided training data, we believe that it is very complex to infer directionality or similarly causal relationships, and therefore we focused on the estimation of undirected networks which motivated the selection of our approach to tackle the problem.
A consensus genelist (Supplementary Table 5) of 112 genes consists of genes inferred as significant at least by either of the two statistical tests (but not necessarily by the same test) in both primary and validation data sets, as shown in the Venn diagram (Supplementary Figure 3).
The ExTILAR inferred TFN consists of 91 inferred edges, four auto-regulatory edges, 27 input-to-gene edges (Table 3) and 60 gene-to-TF edges.
Bin-map consists of 458 bin markers inferred from 1,881 high quality SNPs in the F2 population.
The first of these to diverge from the remaining was the Saprophyticus species group, which we inferred consists of four cluster groups.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com