Words similar to resampling

Example sentences for: resampling

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

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.
95 [ 41 42 ] [ 43 ] . Trees were constructed from the distance matrices obtained with the above distance estimates using the neighbor-joining method [ 40 ] as implemented in the NEIGHBOR program of the PHYLIP package [ 44 ] . Bootstrap values were estimated by resampling the set of orthologs identified for each pair of genomes 1000 times and reconstructing trees from the distributions of the distances from these resampled sets.
We propose a new prediction-based resampling method, Clest, for estimating the number of clusters, if any, in a dataset.
The robustness of tree topology was assessed with 10,000 Resampling of Estimated Log Likelihoods (RELL) bootstrap replicates.
Bootstrap analysis was performed by using the Resampling of Estimated Log-Likelihoods (RELL) method as implemented in ProtML [ 48 49 ] .