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But the dataset behind the high-level index is much more detailed, including information from the HIV prevalence rates to primary school drop-out rates.
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Publishers are also working on text-mining tools; linking to the datasets behind journal articles; and research performance measurement tools such as SciVal.
We want to get at the key datasets behind the stories, bringing them to life and drawing on the expertise of those who know the numbers inside out.
It suggests that Wolfram Alpha's biggest strength may also be its biggest weakness: The datasets behind its calculations are curated by hand hundreds of them and somebody plugged them into the system.
The goal of the MN algorithm is to determine those network edges between pre-determined upstream regulators for which there is statistical evidence that the corresponding relationship is likely relevant for the causal mechanism behind the dataset.
The design of the workshops allowed a rich dataset to reveal the thinking behind such results and provided a deeper understanding of why participants came to these conclusions.
Moreover, here we point out that the bipartite representation is the most natural and suitable characterization of the dataset, since the null model behind such representation of the data is definitely more correct.
Together, these steps helped us to better understand the generated pathway interaction networks and the biology behind the transcriptomics dataset.
(C ) The relationship between decoded path length and decoded ahead and behind lengths for significant sequences, calculated for a dataset with no theta activity (k = 0) and a dataset with realistic theta activity (k = 0.5).
Behind the scene, the dataset is converted to a suitable R matrix object, and vectors are created based on sample groups, which can be used to create the design matrix.
(D ) The relationship between the ahead length of the sequence and the behind length of the sequence for these two datasets.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com