Words similar to resampled

Example sentences for: resampled

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With bootstrapping, (i) the entire data set is resampled with replacement many times, (ii) on each resampling the statistics is computed, and (iii) the statistics from each resampling are combined in a special way [ 22 ] . In a recent study comparing these adjustments with other types of statistics in a different setting, Steyerberg et al [ 22 ] found that the split-sample approach tended to underestimate performance, cross-validation performed poorly on some statistics that were not normally distributed, and bootstrapping performed best overall.
Unlike the calculation of calibration curves, in which 300-nucleotide subsequences are randomly resampled, hexamer dissimilarity is measured over the whole length of a test sequence when inferring a transcript's origin.
In an iterative approach, quantiles were resampled from percentiles shifted by a small offset np 0 / k where p 0 was the first percentile and k the number of iterations (defines the difference in rank between consecutive quantiles).
Therefore, instead of determining the orthologs of a query sequence on just one gene tree, inference could be performed over bootstrap resampled gene trees [ 14 15 ] to estimate of the reliability of the assignments.
Our randomization approach "resampled" the data under the null hypothesis that a cancer incidence observed in a Long Island ZIP code is equally likely to occur in any other Long Island ZIP code.