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Then we apply the decomposition for each patch.
3 We take a singular value decomposition for each combination of channels and the position of the channel realization does not matter in the throughput calculation.
The composite pyramid is constructed as a weighted average of the Laplacian decomposition for each level by weighting them with the Gaussian pyramid of the weight map.
The loadings in the sample mode estimated by a PARAFAC (parallel factor analysis) decomposition for each analyte were the response used in the design because they are proportional to the amount of analyte extracted.
The number of sources for the decomposition for each subject was estimated using Laplace approximation to the posterior distribution of the model order and its mode [41].
Performing Geweke's decomposition for each subensemble provides the avenue to observe the correlation between phase-lag and common input/bidirectional interaction.
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Note that we may obtain several decompositions for each point R.
Step 4: Obtain the fused pyramid as a weighted average of the original Laplacian decompositions for each level l, with the l th level of Gaussian pyramid of the weight map (calculated in Equation 6) serving as the weights (Equation 9).
The density of DMRs in each bin is shown at the top, and the bottom shows the average variance-decomposition for each bin.
We assess the significance of this observed percentage of intradomain triples by generating a null model with 100 shuffled topological domain decompositions for each chromosome (Methods).
Based on the resulting wavelet decompositions for each subband we use the variance of the coefficients contained within a subband as feature.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com