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The precision of the model parameter was determined by a bootstrap method.
Fig. 4. Cumulative distributions of IGpe values simulated by a bootstrap method.
c Uncertainties in f c estimates evaluated by a bootstrap method.
The 95% confidence interval of each parameter is calculated by a bootstrap method with 100 replicates (Efron and Tibshirani, 1993; Walker et al., 2010).
Confidence intervals for the average absolute error at the 95% level were computed by a bootstrap method with 1000 bootstrap samples [53].
To confirm the above IGpe estimates, we have performed a simulation study to obtain the distribution of IGpe values by a bootstrap method.
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We compared the AUCs by using a bootstrap method (2,000 samples) [ 16].
We calculated a 95% confidence interval around the percentage attenuation by using a bootstrap method with 1000 re-samplings.
CIs of the RERI were estimated by using a bootstrap method with 10,000 bootstrap samples in R statistical software, version 2.15.2 (http://www.r-project.org) [ 23].
To verify that the selected electrodes from among those meeting our criteria were not chosen by chance, a bootstrap method was applied.
Significance of overlap was calculated by applying a bootstrap method (n = 100,000), in which two subset of genes were randomly sampled from all annotated genes (19,990) and the number of shared genes between them was counted.
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