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Metrics found to be linked to human pressures using ANCOVA and multiple correlation matrix were selected to be included in the index.
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The GLLMM regression model was tested with multiple correlation matrices, and was confirmed with a generalized estimating equation.
Aspects of validity and interpretability will be estimated by several forms of regression analyses (multiple, hierarchical, etc) and correlation matrix to picture multitrait-multimethod matrix.
The multiple regression analysis (plus correlation matrix) showed that both FE and GE are strongly affected by absolute cadence and thus by FCC.
Before using multiple linear regressions, the correlation matrix has been applied to discover the degree and direction of the relationship between each pair of independent variable and dependent variable.
In the paper, we propose a novel method that is based on the correlation matrix of multiple inspectors.
The correlation matrix of multiple transcriptomes was generated with a centered Pearson correlation using MicrobesOnline functional genomics analysis (microbesonline.org).org
The data analysis method helped us by correlation matrix tool and multiple regression.
Unlike previous approaches, our method incorporates data from multiple reference panels when computing the correlation matrix and allows for adaptation to local structure.
Ahead of multiple linear regression (MLR) analyses, a correlation matrix was generated between demographic and clinical variables and HRQOL variables in the breast cancer group at T2 to explore which of them should be included as independent variables.
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.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com