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This consists of i) computing a subgradient of (h) and ii) solving the convex program of the form ((P_{k})).
In statistical signal processing there are two ways to measure the estimator's ability: (i) computing the Lower Bounds (LBs) on the estimator's variance and (ii) calculating the Mean Square Error (MSE) on the estimated parameters.
Based on this conceptualization, CPS resource management algorithms are categorized according to: (i) computing workload execution and arrival profiles supported, (ii) knowledge of workload profiles during management decision making, (iii) support of power management in the computing components, and (iv) assumptions on non-computing process behavior.
The algorithm may begin with each factor node v(M i ) computing outgoing message μ M i → p k p k to v(p k ) for each k ∈ A i using (5) with all incoming messages μ p k → M i p k from connected variable nodes initialized to unit messages, that is, messages with entries equal to zero for the problem at hand.
(i) Computing all regression coefficients β that represent interactions between genes, where β ^ i j = x j T x i (i ≠ j, 1 ≤ i, j ≤ p ), x j T means the transpose of x j and x j is the expression profile of gene j.
More precisely, the topography of power was estimated via i) computing, sensor-wise and epoch-wise, the power spectral density by means of Welch's averaged modified periodogram [53]; ii) averaging the spectra across epochs; and iii) integrating the spectra over the whole frequency range.
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where L i is the length of the edge i, computed on the template.
EU i computes its current flow rate allocation R i (t + 1) by solving the following best response problem: (15).
For example, if the polar form i = 1e is used to compute i i, the power is found to be e−; the principal value of i i, computed above, is e−.
For each permutation π = 1,..., Π: (i) Compute the number of significant SNPs.
Using the sets Y i computed in Step 1 above, compute the E⊖ and E⊕ terms (Section 2.1).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com