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For data reduction purposes and to enhance the comparability of cognitive (sub domains, standardized z-scores were computed using the raw test results.
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For illustrative and data reduction purposes, composite indices of health and well-being were calculated as the unweighted average of the standardized scores of measures within each factor, coded so that higher scores indicate better health or well-being.
Principal components analysis was performed for data reduction, simplifying datasets to three dimensions for plotting purposes.
This allows for data reduction.
CATPCA is often used for data reduction.
There are two modes for data reduction, i.e., 'sum' reduction mode and 'skip' reduction mode.
Although we used PC-based analysis as a form of data reduction for the purposes of GWAS, we also investigated the two most significant SNP associations arising from our meta-analysis by using multivariate association modelling in each dataset, and by testing of these SNPs against the individual measures separately.
The authors performed a linear PCA of the gene expression data at the 64-cell stage for dimension reduction purposes.
In general, unused funds from member offices are returned for deficit reduction purposes already.
Government rises up the list thanks to predicted investments in smart street and area lighting for energy reduction purposes.
Government rises up the list thanks to predicted investments in smart street and area lighting for energy reduction purposes.
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