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This is achieved through a customizable waveform processor that is capable of implementing arbitrary waveforms to modulate light source, get new frequency components to enrich information that a photosynthetic sample can generate, and provide researchers with new ways to obtain physiological information.
The first three deciles of the Dam sample can generate inconsistent normalization values if included (Supplementary Table S2 ), so we exclude fragments that lie within this range.
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Next generation sequencing of bisulfite-treated DNA samples can generate methylation data of several hundred to several thousand individual alleles each of different target genes and multiple samples in a single experiment.
Using the duplicate-experiment approach we were able to demonstrate that single samples can generate reliable data, particularly when batch correction is performed to minimise processing bias.
In the interests of practicalities and cost, these results suggest that single samples can generate reliable data, but only after careful compensation for technical bias in the experiment.
Experimental results show that the proposed RF using two-stage quality-based SNP sampling can generate better random forests with higher accuracy and lower errors than other existing random forests methods, including Breiman's RF, GRRF and wsRF methods.
We conclude that single samples can generate reliable data, although an appreciation for sources of intra-experiment variation during the design of the experiment is required to maximise the efficacy of specialised corrections in order to minimise susceptibility to potentially confounding intra-experiment batch-effects.
By measuring forces generated as the tiny magnet is positioned at 8,000 different points around the sample, scientists can generate a three-dimensional map of hydrogen density, thereby creating a three-dimensional image.
The charge stored in the sampling capacitors can generate infinite impulse response (IIR), which has maximum at all multiples of sampling frequency and minimum at all odd multiples of intermediate frequency.
As we show in the next section, downloading sequences from GenBank without controlling for quality can lead to the inclusion of many sequences from contaminated samples which can generate false-positive recombination signals.
In another study, comparison of several sampling strategies for the surveillance of cases of injury and poisoning in accident and emergency departments showed that a well-planned systematic sampling strategy can generate data of equal quality to surveillance including all patients [ 7].
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