Ordination by principal component analysis (PCA) resulted in a three-factor model, which efficiently summarized the dataset explaining 81.4% of total soil variance (TSV).
In the field of nutrition, data reduction methods can be used for three general purposes: for descriptive analysis in which large sets of variables are efficiently summarized, to create variables to be used in subsequent analysis and hypothesis testing, and in questionnaire development.
We proposed two new measures to efficiently summarize news articles on individual companies and empirically showed that the two measures are closely correlated with indicators of market activity such as the transaction volume and price volatility.
It is important to emphasize that this experiment simply illustrates the fact that the information contained in the full set of 450K markers can be efficiently summarized using only a small number of carefully selected representative AIMs.
These global health scales can be used to efficiently summarize physical and mental health in patient oriented studies.
To efficiently summarize the data, the size of the visualization can be reduced based on a user-defined threshold for displaying blocks.
Given the challenge of efficiently summarizing results from an analysis involving multiple pairwise comparisons, probabilities are positioned as a useful alternative to 'p values' resulting from a frequentist analysis.
Fingerprint is a powerful way to efficiently summarize information about various bio-molecules (e.g., compounds, proteins), that is, encoding their molecular structures or physicochemical properties into finite-dimensional binary vectors.
It includes a data mining system that efficiently records, summarizes, and annotates discussions held inside our facility.
