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Depending on the number of input variables, it creates principal components (PC's) representing the maximum variability in information data and its variance in descending order (PC1, PC2, PC3, etc).. Usually, the first two components (PC1 and PC2) are found to be the best means to carry out the classification of input variables.
Typically, a hundredfold increase in filter resistance may be observed over time, and the maximum variability in the soot deposition is observed at the initial stages of the process.
Variations in ErTEC due to geomagnetic activity during low solar flux periods produce maximum variability in the E-region during equinox periods, while resulting in an increase/decrease in ErTEC before local midnight during the winter/summer periods, respectively.
Newly diagnosed and follow-up patients were recruited to ensure maximum variability in our sample group.
The maximum variability in D and λ amongst different EGF treatments is approximately 82 % and 37%%, respectively.
The maximum variability in our estimate of K between different EGF concentrations is approximately 8%%, indicating that the carrying capacity density is relatively unaffected by EGF.
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Although we opted for a maximum variability sample in terms of location of postholder (geographical spread, urban/regional, based in acute services or community practice), case selection was ultimately limited to the availability of a matched service without a postholder for comparison.
Similarly, other principles from primary qualitative research methods may also be 'borrowed' such as deliberately seeking studies which might act as negative cases, aiming for maximum variability and, in essence, designing the resulting set of studies to be heterogeneous, in some ways, instead of achieving the homogeneity that is often the aim in statistical meta-analyses.
Selection was done by their main mental health care provider (psychiatrist) taking into consideration the maximum variability of sampling in gender, work status, and clinical status (totally remitted, partially remitted, and nonremitted), consulting the patients' clinical records.
At first the data were preprocessed and then PCA were applied to determine the maximum variability directions of elements in the area.
The new axes represent the directions with maximum variability and are ordered in terms of the amount of variation of the original data they account for.
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