Sentence examples for by performing linear regression from inspiring English sources
Finally, by taking advantage of the above-extracted brain networks in one cohort, we built predictive models of cognitive metrics by performing linear regression on these identified neuromarkers.
An approximate solution for this loss term is obtained by performing linear regression on the modeling results.
eBayes function takes the log2CPM values and the measured weights from voom as input for DEG analysis by performing linear regression on a matrix with rows consisting of gene expression levels, and columns contain samples.
α i and β i are the Market Model parameters for security (i) estimated by performing linear regression with the Ordinary Least Squares (O∖S) method.
Care was taken to ensure that no systematic changes in the sensitivity of the behavioural response as a function of repeated stimulus presentation occurred by performing linear regression within and between datasets.
We further revised the corresponding description by performing linear regression analysis and removing the "outliers" by more robust upper and lower 90% prediction limits.
Maximum exponential growth rates were calculated by performing linear regressions every 3 points and finding the maximum slope using custom Perl programs.
Because previous work on seed TAGs in other species predicted decreasing levels of saturated FAs in the TAGs at higher latitudes, we tested the relationship between latitude and FA composition of TAGs and PLs by performing linear regressions.
The associations of all correlates with SES and mammographic density variables were examined by performing linear regressions, where the outcomes were continuous, or Chi-squared (X) tests of categorical outcomes.
The VIF of the variable (v_{i}) is obtained by, first, performing linear regression with (v_{i}) as dependent variable and the other variables as independent ones (v_{1}, v_{i}-1, v_{i}+1, ldots, v_{n}), and, second, by using the overall model fit (i.e., (R^{2}) value) obtained at the previous step in the following formula: mathrm{VIF}=frac{1}{1-R^{2}}.
Differences between regression coefficients of two task conditions were tested by performing linear hypothesis tests of the regression coefficients (F tests) using linhyptest in MATLAB.
