Sentence examples for by a given data from inspiring English sources
Briefly, in order to infer the number of independent recombination events implied by a given data set, the RDP software [ 50] was used.
In this representation, nodes correspond to genes or proteins and the edges are weighted according to the evidence implied by a given data source for shared function of the connected nodes.
The total set of S. cerevisiae genes as defined by a given data set was reduced to the set of S. cerevisiae genes having K. waltii homologs (supplementary table S1, Supplementary Material online).
The dichotomous logistic model according to Rasch (1960, 1966; henceforth denoted as Rasch Model, RM) allows for assessing its adequacy for describing a given data set by means of a conditional Likelihood Ratio Test (LRT; Andersen 1973).
Model hyper-parameter selection aims to find the parameters with the greatest generalization accuracy for a given data set by comparing the accuracy for different combinations of hyper-parameters.
One of the most important objectives of multivariate analysis is to separate the relevant signal from the noise part by using intrinsic variable correlations in a given data set.
Therefore, we could exclude, as previously shown [22], [24], that the PHI test is biased by the extent of heterogeneity within a given data set or that higher diversity and recombination values are due to rapid viral replication in disease tissues.
These weights are computed by a specific similarity metric for a given data source.
Courrieu et al. also proposed the Expected Correlation Validation Test (ECVT) to test whether the ICC method is valid for a given data set by comparing the expected and observed ICCs for different numbers of participants.
It is worthy of note that for a given data set, by definition, the F-statistic increases as the sample size increases with constant group means and standard deviations.
The parameter space is explored for each parameter by repeatedly fitting the model to a given data set, which then provides a likelihood-based confidence region for each parameter.
