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They also present relevant concepts in this context, such as similarity (or proximity) matrices and measures.
Our measure of job exposure can be considered to be somewhere in-between measures based upon job exposure matrices and measures based upon self-reported exposures.
In case of PCA methods where each PC is a rank one approximation, the goodness of fit can be measured by the Frobenius norm which corresponds to L2-norm for matrices and measures the closeness of a rank one approximation to the original data matrix.
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This defines a matrix C, which can be interpreted as a classification matrix and measures the discriminatory effect of each of the components.
Eigenvector centrality is based on the leading eigenvector of a network's matrix and measures both how well a node is connected and how well its immediate connections are connected (Newman 2004).
In application, the concepts presented here allows one who has the stoichiometric matrix, S, and measures the correlation matrix, R, to obtain the control coefficients, and vice versa (Table 1).
Given a ground truth, we computed a confusion matrix and measured True Positive Rate TPRR), Positive Predictive Value (PPV), and Accuracy (ACCU).
Protein kinases that bind an inhibitor of interest will bind the matrix less efficiently and will be found in less abundance when eluted from the matrix and measured with quantitative mass spectrometry (iTRAQ).
(XLSX 265 kb) Additional file 4: Elemental composition matrix and measured and reconciled conversion rates of R. jostii RHA1 on glucose and acetate in the non- and N-limited conditions.
Importantly, the lower recovery rate of recombinant rabbit IGF-I in this immunoassay (around 50%) also remained when using a different matrix and measuring native human or rabbit serum that had been spiked with recombinant rabbit IGF-I.
To validate the coefficients, the average computed displacement peaks, obtained using the average flexibility matrices and the measured load vectors, were statistically compared to the measured displacement peaks.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com