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Such papers shall make a sample of both the raw and treated data set available to the public as an electronic attachment to the article and discuss in detail the methods used and assumptions made in collecting and treating the data, and thus what bias or limitations this introduces in view of the further use of such data sets for various applications.
Technical variation in our methodology was tested by selecting a subset of strains for replicate hybridizations, and treating the data from replicates separately throughout the various analyses.
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In order to avoid the influence of sequencing depth and to keep single-end libraries and deeply sequenced paired-end libraries consistent, when analysis involved both kind of libraries, we use one lane and one end that were randomly selected to represent the paired-end library and treat the data as single-end 35 bp reads, as for reads in other single-end libraries.
Although haplotype-phase information was provided, we chose to not include it and treated the data as unphased genotype data.
The logistic regression analysis does not take into account the correlation and treats the data as independent [ 21, 23].
We also note that some earlier approaches combine a wide array of expression data, and treat the data sets as features to be weighted in the prioritization method.
In interpreting these observations, both assumed that mortality gave a good indication of incidence and treated the data as if they referred to age specific incidence rates.
We used the WHO's health systems building blocks as an organizing framework (World Health Organization 2007) and treated the data hierarchically, beginning with the building blocks (Leadership/Governance; Health Care Financing Health Workforce Medical ProductsTechnologiesgInformation and Research and Service DeliverylInformation and Research and Service Delivery
For the proposed grid models, we assumed that the data were uniformly distributed across local clinical sites, and treated the data from each local site as a random sample from the whole dataset.
Researchers can determine the status of a general open question at the design stage of a study by having a strategy to generate depth and treat the data qualitatively.
Thus researchers may be able to determine the status of a general open question at the design stage of a study by having a strategy to generate depth and treat the data qualitatively, or by having a strategy to generate shorter responses as a 'safety net' for complementary or new issues.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com