In addition, the numerous metabolite and gene expression variables greatly outnumber the principal components calculated; thus the principal components should be robust estimates of the variance in both data sets.
The results show that although TMS has a significant influence on motor performance, isochrony is a robust component of motor programs, not readily to be disturbed.
Confirming our hypotheses, we show that gene-wise coordinated transcript levels is a robust component of expression across regions within subjects, and that major depression is associated with significant gene-specific alterations in amygdala-cingulate gene coordination.
Participants who had none of these components were considered to be robust; those with one or two components were considered to be prefrail.
Those markers that did generate predictive information from our archival specimens are, ipso facto, likely to prove robust components of a prognostic panel for wider application but others may prove superior.
In the case of distinct eigenvalues, the proposed method can determine the eigenvector derivatives directly and is robust since the components of coefficient matrices are all of the same order of magnitude.
Indeed, if broad money growth is robust, the nominal GDP, which is composed of real and inflation components, will be robust and vice versa.
Overall, as long as the mixture model reasonably well fits the data, our downstream analysis is expected to be robust with respect to the number of components.
Each component of the e-commerce system should be robust and have its own independent security controls put in place.
A major component of our project was to create a user interface that would be robust and easily understood.
