The phrase "and the particular data" is correct and usable in written English.
It can be used when specifying or emphasizing specific data in a discussion or analysis.
Example: "In order to draw accurate conclusions, we must consider the context and the particular data collected during the study."
Alternatives: "and the specific data" or "and the relevant data".
In practice, model selection should ultimately be guided by application objectives and the particular data at hand.
Other differences between this study and the one by Gutenkunst et al. (2009) are in the bootstrap strategy and the particular data set.
In addition to providing the data type (e. g., PubMed) and the particular data entry inside that data type (e. g., 10415827), the annotation should be related to the annotated element using the standardized http://BioModels.net qualifiers.
Correlations between different aspects such as integration, willingness to return, mental health, education and quality of life were tested by calculating coefficients such as Spearman and Pearson depending on the particular data.
For pulmonary function data, we compared the mean differences between the different groups above and below the mean, the median, and by quartiles, depending on the particular data distribution.
Where the user draws on prior knowledge of the system being modeled and the statistical properties of the particular data set, these advances can be employed precisely to address the type of concerns Lohmann et al raise in their exemplar analysis (Fig. 6).
Although being a meaningful extension to the work presented by Schneier [23], this approach also does not go into detail about the particular data types and is limited to a short definition and a list of examples for each category.
During this phase, we replace genuine data coming from the database with data that represents a poor data quality problem, for the particular data type and value being accessed.
But it is our view that provided a repository meets the criteria defining data quality and safety that are appropriate to the particular data it holds, all such approaches should have the potential to be viewed as a Data Safe Haven.
To investigate the possible dependence of our results to the particular data used, and to attempt to quantify the extent of any present bias, we have carried out three control experiments.
The sensitivity of the correlation between evolutionary rate and the number of interactions to the particular data set used, as well as the absence of a clear biophysical justification for why proteins with more interaction partners should evolve more slowly, prompted us to analyze the data more carefully.
