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The addition of phase smoothing to the magnitude neighboring shrinkage mostly outperforms other approaches with fixed wavelet.
The superiority of the mixture Bayesian network approach that estimates the optimal number of mixture components for each gene sub-network from the data over approaches with fixed number of components was evident in both networks.
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In this investigation, we opted to use a modified Delphi approach for data collection, with fixed choice and open questions, in order to try to maximise our understanding of the issues under consideration.
In most existing approaches, the optimization is performed with fixed environmental conditions (e. g., part demand, breakdown rates are assumed to be perfectly known).
In addition to the one-step approaches producing large GS P-values, the two-step approaches that used a full model with fixed effects to determine the gene-level P-values for association with IC50 followed by the GM also produced large P-values for association of the glutathione metabolism GS with IC50 (P-values ranging from 0.443 to 0.627).
This approach solve the optimization problem with fixed LR.
The ability of the indirect approach to reject periodic noise with fixed or time-varying frequency and amplitudes is demonstrated in active noise control experiments.
We have run the DR scheme over 6 windows made up by 100 frames in order to obtain the number of SP frames introduced by the approach in[10], and then we have employed the same number of SP frames, namely 20 SP frames for the settings of this experiment, also for the presented approach and for the suboptimal scheme with fixed SP periodicity.
Within the approach in[10], the number of inserted SP frames equals the number of steps of the downstairs reservation function; for fair comparison, we have employed the same number of SP frames, namely nine SP frames for the settings of this experiment, also for the presented approach and for the suboptimal scheme with fixed SP periodicity.
The most important rules specify colour and arrangement of lights; size, shape, colour, and arrangement of daymarks; character, duration, and frequency of sound signals; and type of avoiding action for craft approaching each other, together with fixing of responsibility for taking action.
Further we implement two stage least squares modeling approaches with school-level fixed effects to purge potential biases from the peer estimates in order to give it a causal interpretation.
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