Sentences with word «collinear»

This may seem trivial, but it is important to note that the procedure in the 2008 paper specifically mentions that dimensionality reduction was not performed for the predictors, and states that dimensionality reduction was performed in past studies to guard against collinearity, not — as the reviewer states — out of any claim of improved performance in the absence of collinear predictors.

Attempting multiple regression analysis on collinear variables can generate very peculiar results.

The most pertinent to this project is «Dynamic Visualization and Comparative Analysis of Multiple Collinear Genomic Data.»

It is particularly helpful when there are a large number of collinear predictors, as here.

Let us note, however, that all the structures that have been discussed above are collinear structures: on the average (in time) all the atomic magnets pointing in one or the opposite direction are parallel to a single direction.

For example, three collinear dots suggest a line, but three dots when misaligned will evoke an unmistakable perception of triangleness — even though the display lacks the shape's hallmark of three lines and three vertices (a).

Please note that we did run a multiple regression analysis on all of the factors (please see the original study); it turns out that the Shiller PE is collinear with the other metrics, and also statistically insignificant, so we excluded it.

Regressing against so many variables, most of which are highly collinear, can give misleading results.

While most magnetic materials are «collinear», meaning that the magnetic orientations of the electrons in the materials are arranged either in the same or opposite directions — that is, what we think of as «north» or «south» — this was not the case for the affected nickelate.

The VIF values are all under 1.1, which indicates that none of the independent variables are collinear.