Sentence examples for bootstrap samples to compute from inspiring English sources

Their revision uses bootstrap samples to compute parameter estimates for direct and indirect effects and bias corrected 95% confidence intervals, and does not require the sampling distribution of indirect effects to be normal.

All modeling steps are processed again on each bootstrap sample to compute correct classification rates and C indexes.

- The percentile bootstrap procedure trimpb [ 58, 59], with 2000 bootstrap samples, was applied to compute robust confidence intervals (CI's) for means and trimmed means in R [ 60]. - Chi-square-tests [ 61] were used for the analysis of two-dimensional contingency tables.

By applying different ceiling ratios for willingness to pay per QALY to these bootstrap samples, we computed the probability of cost-effectiveness at different willingness-to-pay thresholds, and presented results in cost-effectiveness acceptability curves.

Based on the RMLEs and, we generate B bootstrap samples from the following distribution: for k= T, R and P. For each of the B bootstrap samples, we compute the observed value of statistic T j (j= W, R, L).

The third bootstrap sample was used to compute the final correlation of the chosen subset and used as a performance measure.

Sub-sampling bootstrap was used to compute confidence intervals.

Briefly, we obtained 100 bootstrap samples of the transcriptional data and in each bootstrap used ARACNE to compute the mutual information between transcript levels of the AP2 and all other genes.

In all cases involving either nucleotide sequences or maximum likelihood calculations, consensus NJ trees from 500 bootstrap samples were computed for comparison using PHYLIP (using the default substitution matrices, i.e. JTT for amino acids and F84 for nucleotides).

Calculate the ranks in each bootstrap sample, then compute the Cramér-Von-Misses type statistic presented above.   5.

We use B = 25 bootstrap replicates, which are sufficient since we will only use the bootstrap to compute standard errors.