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where x n ( q ), q ∈ Q ≜ { 1, …, Q }, with the corresponding importance weights w n ( q ) is a properly weighted Monte Carlo set[5, 6] that represents the posterior probability density function (PDF) p(x n |z1 R,0 n) in the sense that the sum on the right-hand side of (6) converges, according to some statistical criterion, to the expectation on the left-hand side when Q → ∞.
Given a sequence of observed frames, our goal is to generate, at each instant, a properly weighted set of samples (or particles),, with associated weights such that, according to some statistical criterion, as goes to infinity, (17).
The proposed MSTR detectors obtain the decision variables by summing up the correlation of different symbol waveforms, each properly weighted by the reliability of detected symbols and iteratively updating the weights and detected symbols.
Next, let x s, 0 : n - 1 ( q ) with associated weights w s, n - 1 ( q ), q ∈ Q, be a properly weighted set that represents the posterior PDF p ( x 0 : n - 1 | Z s, 0 : n - 1 ) at node s.
Specifically, let x s, 0 : n - 1 ( q ) with associated weights w s, n - 1 ( q ), q ∈ Q, be a properly weighted set that represents the posterior PDF p ( x 0 : n - 1 | Z s, 0 : n - 1 ) at node s.
And it issues a series of indices, properly weighted by the free float of shares.
Similar(13)
We demonstrate that a stochastic optimization algorithm with a properly chosen, weighted fitness function, following a global variation of parameters upon each step can be used to effectively design reflective polarizing optical elements.
In addition, the trap state distribution function was deduced, which is not only an important part of the rate equation model, but is also required, for instance, to properly evaluate weighted average values of the electron trap state escape time.
The cartridge must be correctly aligned and the tone arm weighted properly.
"Because there is no permanent, independent physical record that can be used to audit the DRE, either in random audits or following an accusation that the machine has been tampered with or has malfunctioned," the plaintiffs wrote, "there can be no assurance that either the Petitioners' votes or the votes of any other Pennsylvania voter have been properly counted or weighted".
It's weighted properly, just a tad heavier than a graphite pencil and well-balanced.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com