Sentence examples for using the bootstrap procedure from inspiring English sources

These sets are generated from the original training set using the bootstrap procedure.

Cohen's κ coefficient and CCC were compared between group I and group II using the bootstrap procedure using 1000 resamples [11].

Nodal support was assessed using the bootstrap procedure [96] with 1,000 replicates.

Standard errors of DXY and DA were calculated in MEGA using the Bootstrap procedure with 1000 replicates.

In case of FAFLP data, the trees were constructed using the binary data by minimum evolution method with topology validated through an interior branch test, a t-test, which is computed using the bootstrap procedure.

We estimated BCa bootstrap confidence intervals using the bootstrap procedure in STATA v8 [ 12].

Furthermore, by using the bootstrapping procedure as a mediation test (Suwelack et al. 2011), we found significant indirect effects of the package design (i.e., extra gifts and colorful packages) on emotions and return intentions (see Table 5), emphasizing the cognitive-affective reactions process.

The 95% confidence intervals (CIs) were calculated using the bootstrapping procedure (n = 1,000 bootstrap samples) for area under the receiver-operator characteristic curve estimations and the differences between model areas under the receiver-operator characteristic curve.

Using the bootstrapping procedure in R, we drew 1000 repeated samples of equal size (with replacement) of our data and plotted the distribution of the newly derived data (see Additional File 2 Annex 2, paragraph 1).

We also assessed clinical variables associated with insomnia by penalized logistic regression and we used the bootstrap procedure to calculate confidence intervals.

Having established that high levels of significant other criticism were predictive of increased levels of patient fatigue severity and depression, mediation was formally tested using the bootstrapping procedures outlined in Preacher and Hayes (2008).