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Neither did the dataset composed of means computed using models have best AIC fits (Mix 1) nor the second dataset containing the means computed using models with highest ρ-GP-CV (Mix 2) produce better predictive abilities in the GP stage.
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The robust optimization model composed of mean and SD is constructed and solved, the result of which is compared with the deterministic one to show its advantages.
This recommended data weighting method is based on the combination of the measures of central tendency composed of mean value, harmonic value, mode and median along with the k-means clustering method.
The second component (PC2) was composed of mean annual temperature and accounted for 30.5% (eigenvalue = 1.52) of the total variance.
52 The average frequency of urination per day is composed of mean frequency of voluntary and incontinent urination, which represents the severity of frequent micturition and UI, respectively.
Data on latencies to approach and pull were composed of mean latencies across all trials within a test for each dog.
To quantitatively measure the correlation between phenotype similarity and genotype similarity, we derived for each genomic data source two vectors, one composed of mean phenotype similarities of disease pairs in the 10 bins and the other consisting of corresponding mean genotype similarities.
We therefore also performed the same analysis on a statistically more significant number of samples composed of monthly means from 86 INTERMAGNET observatories available from January 2007 to December 2008 (definitive data).
We set conjugate prior distributions for β and σ, as and where μ0 = (μ0, μ1) T is composed of prior means, and σ Σ0 prior variances with Σ0 = diag(σ μ,σ1) being a diagonal matrix.
The drag forces are composed of the mean f in a parametric dependence on the mean flow velocity u evaluated at ((mathbf{r}, t)) and of a fluctuating part.
The total number of registered inhabitants was 1 959 682, meaning that the GP lists were composed of a mean of 1643 people.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com