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Since MCR-ALS is a method that, for a given number of components, calculates concentration profiles and spectral traces that best describe the spectral changes of the data, these spectra can be directly compared to (preprocessed) pure analyte spectra.
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Figure 10 Elemental distribution of the four latent variables (components) calculated by MCR-ALS.
In this system Auto-associative Neural Networks were trained using principal components calculated on the basis of experimentally measured signals.
Open circles indicate the values of the EM field components calculated on the top/bottom surfaces of the blocks.
It is difficult to assess the relative importance/contribution of each variable in the principal components calculated by principal components analysis.
The minimum and maximum values for the first two principal components calculated from the KDS and DNP sets were then used to scale the first two principal component values calculated for all of the ring assemblies.
The GICA-3 back reconstruction step was used to separate single-subject components from the set of aggregate components calculated by the previous step.
Thus, the interpolation is performed using electric current components calculated by Ohm's law because the normal component of the electric current should be continuous across the boundaries.
The split plot error structure was then introduced into the reduced model by applying generalized least square equations with variance components calculated using the restricted maximum likelihood approach.
Firstly, a model of the effect of PPM actions on the reliability, unavailability, and cost of components, calculated using a Weibull distribution, is established.
The authors have shown that independent components calculated from the optical flow vectors of a video signal follow the Laplacian distribution.
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