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The most significant components are harmonics of 6 k ± 1 order (5th, 7th, 11th, 13th,…) at low frequency, typical of a six-pulse, three-phase bridge.
The obtained significant components are per definition not correlated.
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The only significant components were a strong 'edge centre' difference in both richness and abundance, and a temporal change in both variables.
Many of the other significant components were detected in each of the reference species, in different combinations, however the whole suite of significant components in PRM23 was only present in X. resinosa.
The notion of sparsity, namely the idea that the essential information contained in a signal can be represented with a small number of significant components, is widespread in signal processing and data analysis in general.
The minimum of the indicator (IND), which is at a minimum when the correct number of significant components is reached, was used to assess the minimum number of components necessary to reproduce the spectral set.[27] Target transforms using the number of components necessary to define the sample space was done to determine if the components could be matched with known reference compounds.
The number of significant components was determined using the eigenvalue bootstrapping method described in Peres-Neto et al. [81], in which we used the minimum recommended number of 1000 replicates.
These significant components were identical to those in the saaIPI, which was subsequently used to stratify patients into risk groups.
This continues until 1 of the components survives the correction, and all remaining (more significant) components were then classed as above threshold.
Coastal marine habitats, of which estuaries are a significant component, are estimated to provide over U.S. $14 trillion worth of ecosystem goods and services in the form of food, raw materials, disturbance regulation and nutrient cycling [7].
In Step 1, the least significant component was tested for significance against a threshold (P = 0.05).
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