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Machine learning can help identify complex relationships by exploring data in multidimensional space (Tibshirani, 1996; Kornaropoulos et al., 2014).
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More refined estimates for certain parameters might be obtained by exploring epidemiological data available for GB, especially in relation to disentangling movement-based transmission from that due to vector dispersal in the spread of BTV between farms.
This study aims to explore trends in Texas high school students' preferences on STEM subjects by exploring students' course enrollment data in Texas before House Bill 5, which was effective from the 2014-2015 school year.
To circumvent this difficulty, we tested several compounds known to bind and antagonize the EDNRB receptor, either by tissue binding/displacement experiments (data not shown) or by exploring in ovo their ability to inhibit ENS formation (supplementary material Table S1).
The plausibility of the imputed data and the assumed missing data mechanism were checked by exploring the distributions of the imputed data in comparison to the original data.
A continuing challenge for the staff of SGD is to present up-to-date information about yeast genes in a format that is intuitive and useful to biomedical researchers, while responding to the needs of this community by providing resources and tools for exploring the data in new ways.
It is also possible to check the validity of the algorithm in real data by exploring to what extent the corrections made by the fitting process are plausible.
Responsiveness was assessed by exploring baseline and follow-up data recorded in a recently reported clinical trial regarding hydrodilatation and corticosteroid injections in 76 patients with adhesive capsulitis.
In honour of The Fourth of July, the analysts decided to celebrate the US' patchwork society by exploring and mapping local patterns in social media using their new geo-data project, DOLLY (Data On your Local Life and You).
Prior to conducting the primary analysis, the missing data mechanism was assessed by exploring the relationships between baseline characteristics and the presence of missing data in the sample.
I further explore these data in several ways.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com