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We minimized the peak variance of the cross-correlation output in the presence of input nonzero-mean noise, subject to the constraints on the cross-correlation peak as well as the deterministic mean of the noise.
We constrain the expected value of the cross-correlation peak to a constant for each input image in a training set, while minimizing the peak variance of the cross-correlation output due to input noise, a general solution for the space-domain based reference function of the MV-NOJTC is proposed.
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The reproducibility (eleven consecutive injections) of the retention times and peak variances of nine small molecules (RPLC check-out sample mixture) using cF, cP, and cFH gradients were compared for the same amount of heat produced (403 J) during each run time.
We select the moment of peak variance to be the most convenient landmark along the ITP trajectory for computing an overall throughput value, and demonstrate that this new method compares favorably with traditional throughput measures.
By including dispersive mass transport effects, the model allows estimation of peak variance and HETP and is thus an improvement over theories that focus solely on retention time.
To be effective, stochastic methods in systems biology require many trajectories with a fine grain resolution in order to make observable deviant trajectories, peaks, high variance of results and multistable behaviors, which often represent the real nature of the phenomena that is not well captured by traditional approaches, such as ODEs.
We measured time to peak amplitude and variance of time to peak amplitude.
The advantage of mutual information as a measure is that its maximization encompasses optimization according to many other statistical measures, such as the peak height or the variance of the distribution.
The T → A mutant is an extreme case of this effect: the peak in the variance of the T → A responses coincides with the point at which approximately half of the responses have returned to baseline (2.9 s, compare to median duration 2.7 s in Figure 2B).
This variable explained 83% of the total variance of peak V'O2.
The atom weights influence only the peak and not the variance of the Gaussian distribution.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com