Sentence examples for based on a bootstrapping from inspiring English sources

Our results presented in Table 4 are based on a bootstrapping sample of 500.

Chaitip et al. (2014) analyzed the production of Thailand's sugarcane by using panel DEA based on a bootstrapping method.

Therefore, these P values and the associated confidence intervals were estimated based on a bootstrapping method that was developed for the case-cohort design, as described previously [53].

Therefore, these P values and the associated confidence intervals were estimated based on a bootstrapping method that was developed for the case-cohort design [41].

Statistical analysis was performed through multiple voxel-by-voxel comparisons using common non-parametric permutation tests, i.e. a non-parametric randomization statistic (SnPM) for functional brain imaging based on a bootstrapping approach to correct for multiple testing [47].

The uncertainty was also evaluated, based on a bootstrap method (Efron and Tibshirani, 1994), repeating bootstrap re-sampling 10 000 times.

RIO is based on a bootstrap resampling method to check robustness of ortholog predictions based on the phylogenetic tree.

Using a recursive partitioning algorithm each classification tree is built based on a bootstrap sample of the training data.

The model performance was assessed by internal-validation based on a bootstrap procedure with optimism/bias correction [ 13].

Then, the classification rule is derived based on a bootstrap sample and applied to the rest of the original set.

He argues that this method performs well with large sample sizes and proposes a modified version for smaller sample sizes based on a bootstrap approach.