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The PRINCOMP procedure was applied to a data set of 156 samples and 30 variables to reduce the dimensionality of the data set and to describe the variability of data in two dimensions.
The PCA was applied to a data set of 78 samples and 17 variables to reduce the dimensionality of the data set and to describe the variability of data.
And as the volume and variability of data available continues to explode, let's use our collective intelligence to make sense of it.
The variability of data represents maize pollen deposition under common cultivation conditions in Central Europe.
In addition to that, study power increases with increasing homogenization as homogenization reduces variability of data.
In all cases, >97% of the prediction error was due to random variability of data.
The EMD extracts the variability of data with different time scales, and improves the analysis of data series.
In other words, increasing exposure period from 4 up to 14 days did not consistently increase or decrease variability of data, except at low concentrations (see below).
Variability of data depended more on the EPN species/strain or concentration (see large SEMs for 1000 IJs per grub in Fig. 1b), than on exposure period.
Due to high variability of data, it is too difficult to project what analyst resources would be required for review of the more recent bulletin periods.
By using stepwise regression and transformation of data, were found high correlation coefficients and substantial improvements in the variability of data from several schools.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com