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The infrastructure focusses on producing datasets that can easily be stored and archived.
This probability was estimated using randomization techniques: In each subject, the covariance values were randomly shuffled among electrodes, producing datasets with the same overall variance as the original data, but with a possible common spatial structure across subjects destroyed.
This step was also performed in a novel way, producing datasets for both combined analysis and source tree estimation that reflect the practice of systematists.
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Each event produced datasets between 300,000 and 1.2 million, from which we randomly sampled 2,000 to be human coded.
The random variables of hydraulic conductivity were generated by 1000 trials to be used in the groundwater model, which then produced datasets of arrays of groundwater level for each slice in the slope.
By their very nature, synchrotron sources are noisy environments, and consequently an X-ray microscope that extends over tens of meters (from monochromator to detector) in this environment will invariably produce datasets that contain extrinsic signals.
The 1000 artificially produced datasets will thus simulate complete panmixia, i.e. infinite recombination.
Less efficient ChIP enrichments will produce datasets with a larger ratio of non-specific background sequence to ChIP-targeted sequence.
This approach has produced datasets from the Sargasso Sea [ 4], Human Gut Microbiome [ 5] and Acid Mine Drainage Biofilm [ 6].
Therefore, we produced datasets using the Artificial Life Simulator (ALF) [ 17].
HincII, RsaI, and AluI in maize produced datasets that contained a considerably greater portion of covered sites in genic regions.
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