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To correct for sampling efforts, normalization was done across samples through a randomly selected subset of 18,380 reads from each sample.
(b) Column percentages have been weighted to correct for sampling.
Sample weights were developed to correct for sampling bias and differences between eligible patients screened and interviewed.
Although we made no effort to correct for sampling effort in different groups, most of the global and functional results appeared to be driven by genuine affinities rather than raw counts of sequenced genomes.
In empirical studies, estimates of genetic differentiation are derived from sample data; therefore, statistical techniques are used to correct for sampling bias [e.g. the θ parameter developed by Weir and Cockerham (1984) to estimate FST].
Guthrie & Buchwald (1991) describe a threshold criterion to correct for sampling autocorrelation in waveforms but we could not employ that method because our initial response was too short and of low amplitude due to its high frequency.
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Although we corrected for sampling effort at each site, it remains that some regions were more intensively sampled than others.
The data was corrected for sampling artefacts related to bead labeling and cell harvesting.
In contrast, DE estimates are based on observed effects that are corrected for sampling fluctuation to get 'true' effect sizes.
We corrected for sampling bias (Kayser et al., 2009) first by using a shuffling method (Panzeri et al., 2007), then the quadratic extrapolation method (Strong et al., 1998).
Ideally, the sample means should be individually corrected for sampling error, measurement unreliability and range restriction before the averaging occurs; that is, meta-analysis should be done on the fully corrected samples.
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