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The applied algorithm is performed on the basis of the Leverage mathematical approach, in which the statistical Hat matrix, Williams Plot, and the residuals of a selected correlation results lead to define the probable outliers.
The incorporation of this term can be justified on the basis of the leverage analysis presented in Parsons, Wagner et al. (2012 ▶), in which it was shown that the data with the greatest influence on the precision of the Flack parameter were those with weak to moderate intensities.
The algorithm is performed on the basis of the Leverage approach, in which the statistical Hat matrix, Williams Plot, and the residuals of the model results lead to identify the probable outliers.
Similar(57)
In all PCA, it could be justified to remove some outliers on the basis of high leverage values and high energy variance residuals in PCs.
The Nets' involvement did provide Denver some negotiating leverage, but Anthony in fact had all of the leverage.
BVEBVD is measure of the leverage of the firm.
This forms the basis of the sauce.
Tourism is the basis of the economy.
Family is the basis of the company.
This is the basis of the game.
The complex economy is already a form of leverage: the leverage of efficiency.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com