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The reason for this is that single cell behaviour is noisy, and in any case the model parameters we have available at the start of the procedure correspond to the average system behaviour.
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The procedure corresponds to an EM algorithm in which the reward signal is treated as a pseudo-likelihood, which can easily be extended to multi-optima policy search [41].
The procedure corresponds to the initial calibration of the bias as presented in [18].
For the APs with smooth onset, in which case any single AP lacks a formal threshold, the onset found by the procedure corresponded well to the expert estimation.
The morphological appearance of the regenerating basement membrane that was removed during the procedure, corresponded to the initial phases of its reconstruction: formation of characteristic amorphous layer of extracellular matrix was evident in some contact zones of the epithelial cells with stroma.
In general, the significance criteria obtained from the present procedure correspond to approximately P = 0.003 for 2 neighboring frequency bins.
Note that the optimal line in this procedure corresponds roughly, i.e. up to the effects of the rotationally-invariant prior, to the line that minimizes the sum of the squared orthogonal distances of the data points to the line.
Effectively, this procedure corresponds to a correction of the DSC baseline.
The design procedure corresponds to solving an inverse source problem in optics.
In order to test our two contentions, namely, that the modules identified using our procedure correspond to foldons and that residues that act as connector hubs are protected early in transition phase and hence are more stable, we took recourse to molecular dynamics (MD) simulations by studying the unfolding of ubiquitin.
A similar argument holds for statistical power: For a given alternative, the overall power of the two-stage procedure corresponds, by construction, to the weighted sum of the conditional power of the t test and U test.
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