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Bootstrap samples were discretized to down-regulated (log2 DE<-1), no regulation (-1 ≥ log2 DE ≤ 1), and up-regulated (log2 DE>1) genes.
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One hundred bootstrap samples were generated using the SEQBOOT program [51].
First 100 bootstrap samples were generated.
Due to small sample size, 95%% bootstrap confidence intervals based on 10,000 bootstrap samples were obtained.
First, 500 bootstrap samples were generated from the original sample.
One thousand bootstrap samples were taken from the original sample with replacement, and a value of T calculated in each bootstrap sample, denoted for the ith bootstrap sample.
Bootstrap confidence intervals based on 1000 bootstrap samples were also estimated for all AUCs.
In the MP-EST analysis, 1000 bootstrap samples were produced using a nonparametric bootstrapping technique [ 47].
The bootstrap samples were generated using SPSS 12.5 software.
To this end, 100,000 bootstrap samples were generated with replacement.
The wild bootstrap samples are constructed by adding the bootstrap residuals : (16).
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