Sentence examples for bootstrap technique is used from inspiring English sources

For achieving robust estimated results, a bootstrap technique is used.

16Considering the concerns about the reliability of the inferences in DD estimation strategies using OLS standard errors, a bootstrap technique is used to fix-up the standard errors.

A semi-parametric bootstrap technique is used to estimate the MSE at each threshold and to select the optimal threshold at which the MSE is minimized.

This paper has presented a methodology for the estimation of a sufficient number of images for a specific feature set using the standard deviation of the detection rate obtained by the classifier as a criterion (a Bootstrap technique is used for that purpose); the general methodology presented can nonetheless be extended and applied to other feature sets.

Consequently, statistical tools (variance analysis, binary tree method coupled with the bootstrap technique) were used to establish a hierarchical classification of the constituents.

A bootstrap technique was used to assess the reliability of the tree topology.

To validate the results, the bootstrap technique was used [ 19].

In this paper a bootstrap technique was used to compute the confidence intervals of prognostic probabilities when designing and selecting competing scoring systems.

Parametric bootstrap techniques were used to derive the empirical distribution for each statistic under the hypothesis of homogeneity across areas.

To exploit the richness of the sampling of CCHS 1.1, bootstrap techniques were used to generate confidence intervals associated with the expected costs and excess costs versus normal-weight individuals.

Another important difference between MCFS and RF is that while in the former individual trees are built on training samples drawn without replacement from the original set of samples (and are evaluated on the remaining samples) in the latter bootstrap techniques are used which rely on sampling with replacement.