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The accountant who got the data informed the auditing firm's Moscow partners, his colleague said, but the partners refused to mention the suspicious sales in the audit.
The initial search was based on a content analysis of the data informed by the key structuring aspects of the literature on the social dimensions of smart grids.
Given the anonymous and mandatory nature of the data informed consent was not required nor necessary.
Patterns in the data informed the identification of eight categories that reflected the GPC experience.
2) Categories and themes that were most saturated in the data informed the development of a coding scheme, e.g., "poverty", "access to medical care" "hunger".
First, we developed a thematic framework from the data, informed by literature and guided by the approach of Hammersley, Gomm and Foster [ 16] that considered the processes and resources that appeared to shape commissioning outputs.
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For doctors, this is all about letting the data inform and guide their decision-making process.
Second the data informing VTE guidelines in cancer patients contained few patients of poor performance status or short prognosis.
As with any Bayesian analysis, if the data informing the likelihood are sparse, the posterior (or risk estimate) is strongly influenced by the prior.
The data informing the sample size calculations are drawn from a published cross-sectional study using population-based data from NSW [ 17, 31] and descriptive data from the Obstetrix perinatal database at one of our study sites.
A typical procedure is to let the data inform the choice: The cutpoint that provides the clearest contrast between the exposed and unexposed is judged to be the right one, the "most sensitive" to the presumed effect.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com