Sentence examples for expand datasets from inspiring English sources

As the amount of data from genome wide association studies grows dramatically, many interesting scientific questions require imputation to combine or expand datasets.

First, each sampled unit is identically replicated a number of times equal to its sampling weight (rounded to the closest integer), so as to generate a sample that replicates the full target population.23The resulting expanded datasets are fully representative of the target populations and can be used to extract sequences of S bootstrapped samples of the same size of the original country samples.

FluReF demonstrated robustness of prediction with temporally and geographically expanded datasets.

With expanding datasets, these methods will likely prove useful for the quantitative evaluation of uncertainty in larger biological models.

As clearly indicated by respective pairwise comparisons of original datasets and expanded datasets, the overlap between gene expression and SEREX-ovarian datasets is still minor.

Therefore, based on their ω estimates, genes HM00021, LRR and fzl were selected for further analyses using expanded datasets to explore possible adaptive evolution within the Heliconius radiation.

FluReF demonstrates robustness of prediction for geographically and temporally expanded datasets, and is not limited to finding reassortments with previously collected sequences.

The supported scenario remained robust and highly supported when these expanded datasets were used (see Figure 5 and Additional file 1, Figure S16).

As shown in Figure 1, FPR typically resided just downstream of the TSS in both the High Confidence and Expanded datasets.

As a follow up of this proof of concept analysis, we encourage larger comparative studies, with expanded datasets, including more sequences from cultured organisms and from more environments.