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Each signature summarizes its constituent genes as a single expression profile, and is here derived as the first principal component of that set of genes (the factor corresponding to the largest singular value) as determined by a singular value decomposition.
Each signature summarizes its constituent genes as a single expression profile and is here derived as the first principal component of that set of genes (the factor corresponding to the largest singular value), as determined by a singular value decomposition.
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The aim of this paper is to determine by a singular perturbation approach the dynamic response of a harmonically forced system experiencing a pitchfork bifurcation.
Ip28 denies that any singular thing can be determined to exist or to produce an effect unless it has been so determined by a prior finite cause, ad infinitum.
Optical density were determined by a spectrophotometer.
Hcy was determined by an immunoassay method.
Each signature is derived from the first principal component or the factor corresponding to the largest singular value as determined by singular value decomposition.
Five independent members of the alignment tensor were determined by using the singular value decomposition (SVD) method.
An obvious advantage of SVC over information criteria is that the system order can be determined by calculating the singular values of ( {mathbf{mathsf{W}}}_{mathsf{f}}{hat{mathbf{mathsf{H}}}}_{mathsf{f}mathsf{p}}{mathbf{mathsf{W}}}_{mathsf{p}} ) which is already conducted in subspace identification methods.
Contribution of genes to each PC (which may be positive or negative) is determined by singular value decomposition algorithm applied to the covariance matrix.
The expression of these genes in any sample was then summarized as a single value or metagene score corresponding to the value from the first principal component as determined by singular value decomposition (SVD).
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