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Data use and reuse is multifaceted and must consider the complex interplay of social and technical systems at work to enable greater analytics.
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The development of troponin assays with increased diagnostic sensitivity and greater analytic precision has improved the diagnosis of myocardial infarction in high risk patients.
As Brown (2006) noted, the use of the FA model provides greater analytic flexibility than the IRT framework because traditional IRT models can be embedded within a larger model that includes additional variables to explain the item parameters as well as the latent trait (e.g., Ferrando et al. 2013; Glöckner-Rist and Hoijtink 2003; Lu et al. 2005).
Research should shift from attempts to forecast acceptance and engage with 'actual' examples of insect consumption; social, practical and contextual factors affecting food consumption should be emphasised; and – following work on the establishment of other novel foods – early adopters, rather than general populations, should receive greater analytic attention.
However, in practice, the two approaches are very similar; Catchpole and Morgan [3] used the Hessian of the likelihood, as do we, because of its greater analytic tractability.
The last two possibilities may also be considered more probable with the use of ICA algorithms compared to other functional connectivity methods (i.e. CCAs), given their greater analytic complexity (however, see [47]).
For cross-validation, which was needed for accurate estimates of SNP contribution to Lp(a) variance (total and ancestry-specific), we used R (2.9.1), which allowed greater analytic flexibility.
In addition, the increased complexity of the data poses even greater analytic challenges.
Here we have described methods for rapid, medical WGS (version 2 STATseq), with greater analytic sensitivity (99.5 % in a 40X genome), faster time to result, and improved scalability.
Mean daily ED visit counts were higher than mean daily HA counts for many outcomes, which may yield greater analytic power for analyses considering ED visits than for those considering HAs, particularly for respiratory outcomes.
Lots of companies provide great analytics tools for online publishing, like Chartbeat for articles or Hootsuite for social media management.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com