Example sentences for: bootstrapping

How can you use “bootstrapping” in a sentence? Here are some example sentences to help you improve your vocabulary:

  • Of the approximately 30 added centroids, most appeared to represent local minima, as they were centroids that were poorly reproduced in bootstrapping experiments (see Materials and methods) and identified few genes that had coherent patterns of expression (data not shown).

  • 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.

  • Additionally, 100 replicates were used for simulations testing the use of bootstrapping, with 100 bootstrap iterations performed during each replication.

  • Bootstrapping is performed by a bespoke C program.

  • We predicted that bootstrapping [ 18 ] might improve mode estimates because of the smoothing effect of the resampling, emphasizing (by chance) different subpeaks and thus generating different modes centered around a single (overall) peak in the distribution.


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