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In actual data analyses, an empirical approach based on simulation studies can be used to determine the threshold for these tests.
In the actual data analyses below we use M = 2 as a compromise between degree of network connectivity and computational complexity.
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This suggests that it is neither necessary nor even recommendable to filter down the number of double-mutant measurements, prior to the actual downstream data analyses, since such filtering can lose important discoveries.
The sharing formulas that offered better potential for adoption were further evaluated by applying the formula to the actual data and impact analyses were run.
In this section, we specify the model parameterization and the methods we used for the model studies presented in Section 4. The same implementations are planned to be used to analyse actual data of the Swarm satellite mission.
Study principles that will stay constant despite rapidly changing technology, and conduct "hands-on" analyses of actual data sets to learn methodologies such as data mining, advanced regressions, classification, clustering, and cross-validation.
For data analyses presented by average actual dose, patients were summarized by the dose category regardless of their treatment groups.
Analyses were done using both actual data collected and intent-to-treat methodology, based on substituting last acquired data for missing data.
In fact, the overwhelming majority of "big data" analyses are in reality very much "small data" analyses when it comes to the actual amount of data consumed.
The actual data says otherwise.
performed data analyses.
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