Sentence examples for based on simulated datasets from inspiring English sources

Models based on simulated datasets will demonstrate that there is great potential for using the normalization constant b as a simple measure for characterizing environmental variability that seems typical of comparisons involving the allometric scaling relationships observed in different sets of biological data [12] [15].

Locfit was proven to generate more robust variance-mean relationship based on simulated datasets.

Recent findings based on simulated datasets suggest that the percentage of items in a scale affected by a uniform DIF should be taken into account.

After examining the performance of these two choices based on simulated datasets, we concluded that variance correction at estimated true signal level yields the best performance with larger area under the ROC curve.

Overall, our performance analysis based on simulated datasets indicates that the BIC together with DT should be preferred for model selection in phylogenetics, although some of our results departed from this general finding owing to specific simulation settings such as values of the proportion of invariable sites.

Based on simulated datasets (Figure S4), we estimate that 20× depth is sufficient to identify ∼90% of all SNPs at allele frequency 0.5 and ∼60% of all SNPs at allele frequency 0.25.

Given only one dataset is based on simulated data and the other two are real datasets in which the authors adjusted for multiple testing using different methods we felt adjusting further confounded the comparisons and thus simply present the rank unadjusted values for scrutiny.

which demonstrates a substantial accuracy improvement on simulated datasets.

Here we tested the power of GPNN and GP on simulated datasets generated under twenty different simulated epistasis models.

Network inference algorithms are evaluated based on simulated data and large-scale cancer genomic datasets.

For the tests based on simulated metagenomes, we chose the Phrap assembly of the 'medium complexity' simulated dataset, available at http://fames.jgi-psf.org/.