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Here, we aim at providing a self-contained analysis that illustrates the key theoretical issues in the convergence of parallel PFs.
A self-contained analysis of the MSE of the ensemble estimator (left (f,pi _{t}^{M times N}right)) is presented in Section 4. A key result, to be explicitly shown in our analysis but also pointed out in [13] and [12], is that the estimation bias (left | Eleft [ (f,pi _{t}) - left (f,pi _{t}^{M times N}right) right ] right |) decreases as O(N−2).
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In this paper, we present an extensive study of ten methods for conducting a self-contained gene set analysis to test the hypothesis H0SC.
In conclusion, over a variety of scenarios, the FM [12] with empirical p-values or the GMRE [6] were the most powerful analytical approaches for a self-contained gene set analysis.
In the future, integrated tools will consolidate the analysis process, bringing diverse analysis methods and data sources into a self-contained workbench for regulatory variation analysis.
With these changes, the book can be used as a self-contained introduction to Bayesian analysis.
In contrast to conventional computer- or network-based solutions, we attempt to accomplish pulse waveform monitoring and analysis within a self-contained mobile platform.
Thus, the kit and the accompanying analysis and optimal synthesis procedures comprise a self-contained educational as well as a research and practice toolset for compliant mechanisms.
The addition of hydrodynamic focusing, a self-contained fluidics system and customized software for system control and data analysis has resulted in a commercially viable and available design.
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