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The placebo intervention was the same as that used as the basis component for the therapeutic comparison, except for the of McMahon study[ 68] in which water and soap were used as placebo intervention.
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SDCT uses projection-space decomposition to solve for the basis components.
Both choices correspond to different approximations of the relation between the reduced basis on which is expressed the motion field and the basis components that have been neglected in the reduced order model construction.
This second differential fit is not to be confused with "second derivative spectroscopy" where derivatives of the measured intensity are fit to derivatives of the basis chromophore spectra to obtain concentrations of the basis components.
Advances in TF analysis methods have led to the development of powerful techniques, which use non-negative matrix factorization (NMF) to adaptively decompose the TF data into TF basis components and coefficients.
Extension to the third dimension provides another matrix that describes the energy distribution of each basis component on every channel, which can also be regarded as spatial information.
The number of centroids is determined according to the number of basis components.
However, we note that NNLS fitting of factor score spectra with basis spectra can be improved further and higher R-values could potentially be achieved by increasing the number of basis components in our model.
In this manner it was found that the spectral analysis was most meaningful when attempted with three basis components, the two acquired from the initial cell analysis and a third component that was prominent in cells with bright punctuate fluorescence.
Its users can experiment at ease over the web with the integrated tools and functionalities, and build own prototypical problem solvers on the basis of components (tools and transformations) contained in the ETI repository.
In addition, their composition is complex, with different modes or basis components, constituting the EEG rhythm at any time instant.
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