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This has potential to support fast growth plantation monitoring, offering options for a robust analysis of high-dimensional data.
For a robust analysis we can apply the market dynamics related with demand expansion and shrinkage as well as a competition within players.
The traditional methodology for reservoir characterization is simplified because it ignores the space time variability and the linked uncertainties; therefore, for a robust analysis, new probabilistic approaches are needed.
Models were obtained though evolutionary optimisation, which is a stochastic process, so multiple runs were performed for a robust analysis of results.
However, RNA-seq outputs covering the entire transcriptome provide ample data for a robust analysis.
Each algorithm was run for 1,000 trials in order to obtain enough data for a robust analysis.
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Each data were preprocessed, either by a lowess normalization for two-channel microarray data [ 25] or a robust analysis for Affymetrix data [ 26].
MDR is a robust analysis for a gene-gene interaction based on detecting nonlinear multigene interactions.
The time taken for a standard regression analysis and a robust analysis by maximizing test statistics over genetic models are in fact not very much different.
This allows for a more robust analysis and provides a quantification of the impact of HbA1c on quality of life.
Differences in study designs, methods of measuring bone healing and presentation of data precluded a complete pooling of data for a more robust analysis of all the information.
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CEO of Professional Science Editing for Scientists @ prosciediting.com