Sentence examples for multidimensional direction from inspiring English sources

Partial least squares regression is a multiple regression algorithm which attempts to explain the Y matrix by finding a multidimensional direction in the X space which explains the maximum variation in both matrices [ 10].

What these statistics measure are the consequences of changes in orientation and shape on the more functionally relevant proportions of variance explained, i.e.,. on the amount of variation available in each multidimensional direction.

A PLS model will try to find the multidimensional direction in the X space that explains the maximum multidimensional variance direction in the Y space; that is, it will try to find the spectrum variables in X that can explain the result of burn or health in Y. PLS is particularly suited when the matrix of predictors has more variables than observations.

We have to respond in a multidimensional way.

In this multidimensional space, the direction of two vectors can be compared by computing the inner product of the two vector elements that provides an estimate of the correlation R between the two vectors.

A new quad-quaternion model is herein established for an electromagnetic vector-sensor array, under which a multidimensional algebra-based direction-of-arrival (DOA) estimation algorithm, termed as quad-quaternion MUSIC (QQ-MUSIC), is proposed.

Their use for multidimensional simulations via alternate directions or the finite volume approach generally yields unsatisfactory results as the computed solutions are often anisotropic and the stability constraint on the computational time step is stricter in a number of multidimensional techniques than in classical one dimensional ones.

Principal component analysis is an unsupervised method, which tries to find the directions in the multidimensional space that explains most of the variation in the data.

These deviation vectors have practically the same directions (i.e., multidimensional "trajectory") for the human, mouse, and fly, with a statistical significance of p < 10-8 (Table 3, see Methods).

Given precise, multidimensional performances by Jason Lambert and Eunice Wong under the probing direction of Joe Brancato, Mr. Schulner is a lucky playwright.

Class C refers to the true multidimensional reciprocity where links in the opposite directions belong to different layers.