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We analyzed the focus group data using a content analysis approach, permitting the data to drive hypothesis generation.
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Good scientists have to be willing to permit the data to drive their conclusions.
In summary, we recommend to use all different approaches (I III) side-by side, whenever this is permitted by the data, to interrogate the data in the broadest way, because this translates into a diverse set of different biological questions.
This approach permits the data presented to be used for both a production-oriented model for use on multiple structures in larger systems as well as highly-specialized numerical and finite element models for individual structures of interest.
This particular battle has been won whether the postulated structure is correct or not, because the battle was to get the researcher to see, understand, and incorporate some reasonable (to them) theoretical causal structuring, to permit the indicator data to speak for or against the researcher's theory/thinking.
Statistically significant correlations of the amount of gold dissolved in the fluid with the fugacity of H2O and H2S permit the experimental data to be fitted to a solvation/hydration model.
This permitted the raw data to be sorted by theme whilst maintaining transparent links with original data.
"We have not applied for a licence [from the EA] as we believe the data should be in the public domain and moreover they have advised us that their licence terms still would not permit us to provide the data to the public via a website!" Sheldrake says.
This approach permits flexible modeling of the data to either directly estimate the parameters of interest or to obtain estimates of the missing data that can be used to impute the non-detect values.
Hierarchical clustering of the basis expression data (Figure 2A) illustrates the significant expression differences between the three-subset groups, a necessary condition for the data to permit deconvolution.
Collecting the data to permit such an analysis in other regions should be a priority.
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