Sentence examples for by the correlation matrix from inspiring English sources

The correlation properties are described by the correlation matrix in ([32], eq. (17)).

While this case may be clearly indicated by the correlation matrix of the refinement, other pitfalls may be less obvious.

This is supported by the correlation matrix between our dependent variable and the various mental and physical conditions.

Therefore, the correlation matrix of the unknown parameter vector has to be approximated by the correlation matrix of the received/sensed data.

However, the greater the wheat content of the diet, the more the need for soy oil as an additional energy source (also indicated by the correlation matrix in Additional file 1: Annex 3, of 0.95 between dietary wheat and soy oil).

Finally, the present study relies on the assumption that there is a change in functional connectivity induced by the change in condition from rest to task, and that this change was fully captured by the correlation matrix.

Co-linearity was tested by analyzing the correlation matrix, dropping highly correlated variables (correlation coefficient ≥ 0.8), re-analyzing with different combinations and multiple models until stable results were obtained.

In this study, pairwise deletions were carried out by calculating the correlation matrix among all variables in the study; thus, correlations were calculated for available data for each pair of variables.

It was done by diagonalizing the correlation matrix and all values were set at maximum unit variance, so the difficulty in analyzing different ranges of data points was avoided.

Since Latin hypercube sampling is more efficient and robust than simple random sampling [29, 30], and correlations between variables can be considered by using the correlation matrix during the pairing process [31], Latin hypercube sampling with the Cholesky decomposition method is used to generate samples according to their correlation.

A binarized and undirected network in the human brain was then obtained by thresholding the correlation matrix with a cost threshold strategy.