Sentence examples for Essential variance from inspiring English sources

PCA is a technique that summarizes a large set of variables in a smaller set that retains the essential variance of the original data set [26].

Using univariate simulation models, the authors showed essential misclassification of variance reduction in paired dependent design model, even when the sample size is relatively small.

In contrast, the second order channel statistics and the noise variance are essential to compute the MMSE estimate.

Moreover, a recursive estimation of the unknown noise variance is essential for defining properly the non-linearity form.

Adopting a model that includes column variance is essential, as our research question requires the evaluation of systematic differences in prevalence estimates between recommendations.

Understanding genetic control of phenotypic variance is essential for improving the accuracy of predictive medicine.

To reveal the earliest brain responses reflecting higher cognitive processes, it is essential to minimize stimulus variance.

Spatial biodiversity, in turn, covers the occurrence of species in a given region or habitat, which is essential to predict species variance with changing environmental and climatic conditions.

If G is close to singular, then the r largest eigenvalues, r < t, explain the essential part of the variance in G. Thus, G can be replaced with (5) where the r × r D r contains the r largest eigenvalues and the t × r matrix V r the r corresponding eigenvectors [ 17].

Moreover, it was found that the internal weak zones observed in the CT images of intact specimens dominate the behavior of the permanent deformation of asphalt mixture and the internal structure is the essential cause of such variances in the case of this study.

This has been doubted by Ragosa [ 30] who pointed out that the assumption of equal variances is essential in the discussion of RTM.