Sentence examples for purpose of data reduction from inspiring English sources

We perform factor analysis with Principal Component Analysis (PCA) as the method of extraction of factors, which is preferred for purpose of data reduction.

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 purpose of this article is to provide an overview of data reduction methods, including principal components analysis, factor analysis, reduced rank regression, and cluster analysis.

PCA is a method of data reduction.

We formed clusters of electrodes, as means of data reduction.

ORAC-DR is a general purpose data reduction pipeline system designed to be instrument and observatory agnostic.

While this article uses the hierarchical Bayesian approach specifically for event forecasting, the methodology has the potential to be used in a wide range of problems regarding hazard assessment and for the purposes of causal inference and data reduction.

This compression algorithm is a general purpose lossy technique, in other words, its application could prove useful even on a wide range of other data reduction's problems.

Its main purpose here is twofold: (i) data reduction, i.e., separating the signal from the noise in each data set; and (ii) the identification of significant correlations among the time series.

CCA can be used for the purpose of dimension reduction prior to a data mining step for knowledge discovery in databases.

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.